MA Siwei

Siwei Ma

Professor

Peking University

Email: swma@pku.edu.cn

Google Scholar: https://scholar.google.com/citations?hl=en&user=y3YqlaUAAAAJ

Siwei Ma is a professor in the School of Computer Science. He obtained his B.Sc. from Shandong Normal University in 1999, and Ph.D. from Institute of Computing Technology, Chinese Academy of Sciences in 2005 respectively. His research interests include video coding, processing, and coding systems.

Prof. Siwei Ma has made significant breakthroughs in video technology. He has won one First Prize and one Second Prize of China's State Technological Invention Award, and one Second Prizes of China's State Science and Technology Award. He published over 300 papers in refereed journals and selected international conferences. These articles have been widely recognized with the citation for over 12,000 times from Google Scholar.

Experience

• Boya distinguished professor, 2021 - present
  Shool of Computer Science, Peking University, Beijing, China
  

• Full professor, 2014 - present
  Shool of EECS, Peking University, Beijing, China

• Visiting professor, 2016 - 2017
  Department of ECE, University of Washington, Seattle, US

• Associate professor, 2009 - 2014
  School of EECS, Peking University, Beijing, China

• Lecturer, 2007 - 2009
  School of EECS, Peking University, Beijing, China

• Postdoc researcher, 2005 - 2007
  University of Southern California, Los Angeles, U.S.

• Ph.D in Computer Science, 2005
  Chinese Academy of Science (CAS), Beijing, China

• B.S in Computer Science, 1999
  Shandong Normal University, Jinan, China

Representative Works

[1] Video Coding Theory and Models

a) Rate Distortion Model for Video Coding [IEEE TCSVT 2005, Google Scholar Citation 400+]

b) Perceptually Optimized Rate-Distortion Optimization [IEEE TCSVT 2012]

c) Entropy of Primitive for Visual Information Evaluation [IEEE TCSVT 2017]

[2] Advanced Video Coding Technology

a) Nonlocal in-loop filter for Video Coding [IEEE Multimedia 2018 Best Paper]

b) Light Field Image Compression Framework [PCM 2017 Best Paper]

c) Video Prediction Using Spatial-temporal LSTM [NeurIPS2021, CVPR2021]

[3] Intelligent Video Coding

a) Content-Aware In-loop Filter for Video Coding [IEEE TIP 2019]

b) Fast QTBT Partitioning Decision for Video Coding [ICIP 2018 Best Student Paper]

c) Scalable Auto Encoder for Learned Image Coding [MIPR 2019 Best Student Paper]

[4] Video Coding System

a) The First FPGA-Accelerated 4K UHD Neural Video Coding System [IEEE TCSVT 2022]

b) Hardware Friendly Interweaved Prediction [IEEE PCS 2021 Top10 Best Paper]

c) 8K Real-time AVS3 Video Encoding System

Interests

• Transform/prediction based high efficiency video coding techniques

• Perceptual quality metric and perceptual distortion optimization coding

• 3D video coding and VR video processing

Awards

• State Scientific and Technological Progress Award (Second Level)

• China Standard Innovation Contribution Award (First Level)

• IEEE 1857 International Standard Contribution Award

• AVS Technology Award and the National Excellent Doctoral Thesis Award

• Tencent Xplorer prize, 5 awardees in information technology in China, 2022

• World Leading Internet Scientific and Technological Achievement, World Internet Conference Wuzhen Summit, 2021

• NSFC Distinguished Young Scholars, 6 awardees in the area of intelligent media computing in China, 2020

• First Prize of China's State Technological Invention, 2020

• Grand Prize for Invention of the Institute of Electronics in China, 2019

• NSFC Excellent Young Scientists Fund, 5 awardees in the area of intelligent media computing in China, 2013

• Second Prize of China's State Science and Technology Progress, 2012

• Second Prize of China's State Technological Invention, 2006

• IEEE PCS Top 10 Paper, 2021

• IEEE MIPR Best Student Paper, 2019

• IEEE Multimedia Best Paper Award, 2018

• IEEE ICIP Best Student Paper, 2018

• VCIP top 10% best paper award, 2016

• IEEE-SA Standard Acknowledgement (for contribution to the development of the IEEE 1857 standard), 2013

• PCM Best Paper Award, 2017

Services

• Boya distinguished professor in the School of Computer Science at Peking University

• Dean Assistant to the School of Computer Science at Peking University

• Vice director of the National Engineering Lab on Video Technology at Peking University

• Video group leader of Audio and Video Coding Standard (AVS) Workgroup

• Associate editor of IEEE Transactions on Image Processing (TIP)

• Associate editor of IEEE Transactions on Circuits and System for Video Technology (TCSVT)

• Member of Visual Signal Processing and Communications (VSPC), IEEE Circuits and Systems Society

• Member of Multimedia Communications Technical Committee (MMTC) in IEEE Communications Society

• Vice Chair of IEEE Computer Society Data Compression Standards Committee

• Chief editor of IEEE 1857.10 standard

• Technical Program Committee member of VCIP 2017

• Publication chair of ICIP 2017

• Program chair of IEEE VCIP 2017

• Area Chair of ISM 2015

• Associate editor of Journal of Visual Communication and Representation (JVCIR)

• Sponsorship chair of China Multimedia Conference 2022 and 2023

• Deputy director of the Technical Committee on Multimedia of the China Society of Image and Graph (CSIG).

• Council member of CSIG

• Deputy director of Image, Video and Security Technical Committee of CSIG

• Executive committee member of Multimedia Technology Technical Committee of China Computer Federation

Contributions

• He proposed series of high efficiency video coding tools, including rate-distortion optimization transform, adaptive motion vector resolution, rate distortion optimization mode decision, and non-local structure based loop filtering etc. Many of these works have been published on top journals, e.g. IEEE TCSVT and IEEE TIP, and serval techniques have been accepted by HEVC/H.265 and AVS video coding standards.

• Perceptual coding is very promising for future video applications. But the quality metric is an important issue in perceptual coding, and it would affect the design of perceptual coding methods significantly. He has proposed a spatial-temporal structural information based video quality metric, which has lower computational complexity while approximating the human visual testing results accurately. Moreover, based on the proposed perceptual quality metrics, optimized perceptual coding was researched and the proposed perceptual coding method can achieve more 20% bits saving compared with the traditional coding methods.

• 3D video and VR applications becomes more and popular. His research interests focus on high efficiency 3D video coding and processing, including multi-view prediction coding, texture plus depth joint optimization coding, and panorama video stitching and coding. He proposed a low complexity synthesis view distortion estimation model, which has been adopted by MPEG 3DV video coding standards. His team has developed an AVS2 based multiview broadcasting system, which can support 8 HD video streams coding simultaneously, and a 4K VR system with real time panorama video stitching and streaming.

Publications

• Suhong Wang, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. A Pixel-Level Segmentation-Synthesis Framework for Dynamic Texture Video Compression. IEEE Trans. Circuits Syst. Video Technol., 2022.

• Tianliang Fu, Kai Zhang, Yue Li, Li Zhang, Shanshe Wang, Siwei Ma. A Smart Reference Picture Resampling Approach for VVC. Data Compression Conference, DCC 2022, Snowbird, UT, USA, March 22-25, 2022, 2022.

• Yang Guo, Wei Gao, Siwei Ma, Ge Li. Accelerating Transform Algorithm Implementation for Efficient Intra Coding of 8K UHD Videos. ACM Trans. Multim. Comput. Commun. Appl., 2022.

• jijun-shi, Shanshe Wang, Ronggang Wang, Siwei Ma. AIMNet: Adaptive Image-Tag Merging Network For Automatic Medical Report Generation. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, 2022.

• Tianliang Fu, Kai Zhang, Li Zhang, Shanshe Wang, Siwei Ma. An Efficient Framework of Reference Picture Resampling (RPR) for Video Coding. IEEE Trans. Circuits Syst. Video Technol., 2022.

• yuefeng-zhang, Chuanmin Jia, Jianhui Chang, Siwei Ma. Analysis on Compressed Domain: A Multi-Task Learning Approach. Data Compression Conference, DCC 2022, Snowbird, UT, USA, March 22-25, 2022, 2022.

• Meng Lei, xuewei-meng, Chuanmin Jia, Shanshe Wang, Zhipeng Cheng, Siwei Ma. Coarse-to-fine Prediction With Local and Nonlocal Correlations for Intra Coding. Data Compression Conference, DCC 2022, Snowbird, UT, USA, March 22-25, 2022, 2022.

• Jianhui Chang, Zhenghui Zhao, Chuanmin Jia, Shiqi Wang, Lingbo Yang, Qi Mao, Jian Zhang, Siwei Ma. Conceptual Compression via Deep Structure and Texture Synthesis. IEEE Trans. Image Process., 2022.

• Jianhui Chang, Jian Zhang, Youmin Xu, jiguo-li, Siwei Ma, Wen Gao. Consistency-Contrast Learning for Conceptual Coding. MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022, 2022.

• Wei Gao, Qiuping Jiang, Ronggang Wang, Siwei Ma, Ge Li, Sam Kwong. Consistent Quality Oriented Rate Control in HEVC Via Balancing Intra and Inter Frame Coding. IEEE Trans. Ind. Informatics, 2022.

• Qi Mao, Hung-Yu Tseng, Hsin-Ying Lee, Jia-Bin Huang, Siwei Ma, Ming-Hsuan Yang. Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors. Int. J. Comput. Vis., 2022.

• Yuqing Liu, Qi Jia, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao. Cross-SRN: Structure-Preserving Super-Resolution Network With Cross Convolution. IEEE Trans. Circuits Syst. Video Technol., 2022.

• xuewei-meng, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Deformable Wiener Filter for Future Video Coding. IEEE Trans. Image Process., 2022.

• Ruofan Wang, Qi Mao, Shiqi Wang, Chuanmin Jia, Ronggang Wang, Siwei Ma. Disentangled Visual Representations for Extreme Human Body Video Compression. IEEE International Conference on Multimedia and Expo, ICME 2022, Taipei, Taiwan, July 18-22, 2022, 2022.

• Wei Sun, Xiongkuo Min, Guangtao Zhai, Ke Gu, Siwei Ma, Xiaokang Yang. Dynamic Backlight Scaling Considering Ambient Luminance for Mobile Videos on LCD Displays. IEEE Trans. Mob. Comput., 2022.

• Wenhong Duan, Kai Lin, Chuanmin Jia, Xinfeng Zhang, Siwei Ma, Wen Gao. End-to-End Image Compression via Attention-Guided Information-Preserving Module. IEEE International Conference on Multimedia and Expo, ICME 2022, Taipei, Taiwan, July 18-22, 2022, 2022.

• Lei Zhao, Shiqi Wang, Shanshe Wang, Yan Ye, Siwei Ma, Wen Gao. Enhanced Surveillance Video Compression With Dual Reference Frames Generation. IEEE Trans. Circuits Syst. Video Technol., 2022.

• Siwei Ma, Li Zhang, Shiqi Wang, Chuanmin Jia, Shanshe Wang, Tiejun Huang, Feng Wu, Wen Gao. Evolution of AVS video coding standards: twenty years of innovation and development. Sci. China Inf. Sci., 2022.

• Jiaqi Zhang, Meng Wang, Chuanmin Jia, Qi Wang, Shanshe Wang, Siwei Ma, Wen Gao. Fast Partition Mode Decision via a Plug-in Fully Connected Network for Video Coding. Data Compression Conference, DCC 2022, Snowbird, UT, USA, March 22-25, 2022, 2022.

• Chuanmin Jia, Xinyu Hang, Shanshe Wang, Yaqiang Wu, Siwei Ma, Wen Gao. FPX-NIC: An FPGA-Accelerated 4K Ultra-High-Definition Neural Video Coding System. IEEE Trans. Circuits Syst. Video Technol., 2022.

• zhenhua-liu, Yunhe Wang, Kai Han, Siwei Ma, Wen Gao. Instance-Aware Dynamic Neural Network Quantization. IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022, 2022.

• yuefeng-zhang, Kai Lin, Chuanmin Jia, Siwei Ma. Interpretable Learned Image Compression: A Frequency Transform Decomposition Perspective. Data Compression Conference, DCC 2022, Snowbird, UT, USA, March 22-25, 2022, 2022.

• Yuqing Liu, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Iterative Network for Image Super-Resolution. IEEE Trans. Multim., 2022.

• Meng Lei, Falei Luo, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Joint Local and Nonlocal Progressive Prediction for Versatile Video Coding. IEEE Trans. Image Process., 2022.

• Yanchen Zhao, Kai Lin, Shanshe Wang, Siwei Ma. Joint Luma and Chroma Multi-Scale CNN In-loop Filter for Versatile Video Coding. IEEE International Symposium on Circuits and Systems, ISCAS 2022, Austin, TX, USA, May 27 - June 1, 2022, 2022.

• Kai Lin, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. NR-CNN: Nested-Residual Guided CNN In-loop Filtering for Video Coding. ACM Trans. Multim. Comput. Commun. Appl., 2022.

• Wenkang Shan, zhenhua-liu, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. P-STMO: Pre-trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation. Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part V, 2022.

• xuewei-meng, Chuanmin Jia, Xinfeng Zhang, Meng Lei, Shanshe Wang, Lin Li, Siwei Ma. Parametric Non-local In-loop Filter for Future Video Coding. Data Compression Conference, DCC 2022, Snowbird, UT, USA, March 22-25, 2022, 2022.

• Chuanmin Jia, Ziqing Ge, Shanshe Wang, Siwei Ma, Wen Gao. Rate Distortion Characteristic Modeling for Neural Image Compression. Data Compression Conference, DCC 2022, Snowbird, UT, USA, March 22-25, 2022, 2022.

• Jiaqi Zhang, Meng Wang, Chuanmin Jia, Shanshe Wang, Siwei Ma, Wen Gao. Scalable Intra Coding Optimization for Video Coding. IEEE Trans. Circuits Syst. Video Technol., 2022.

• xuewei-meng, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding. IEEE Trans. Image Process., 2022.

• Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction. IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022, 2022.

• Shurun Wang, Shiqi Wang, Wenhan Yang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Towards Analysis-Friendly Face Representation With Scalable Feature and Texture Compression. IEEE Trans. Multim., 2022.

• Wei Gao, Guibiao Liao, Siwei Ma, Ge Li, Yongsheng Liang, Weisi Lin. Unified Information Fusion Network for Multi-Modal RGB-D and RGB-T Salient Object Detection. IEEE Trans. Circuits Syst. Video Technol., 2022.

• Yanwei Liu, Jinxia Liu, Antonios Argyriou, Siwei Ma, Liming Wang, Zhen Xu. 360-Degree VR Video Watermarking Based on Spherical Wavelet Transform. ACM Trans. Multim. Comput. Commun. Appl., 2021.

• Yunlong Li, Xinfeng Zhang, Shanshe Wang, Siwei Ma. A Fuzzy-Based Adaptation Controller For Low Latency Live Video Streaming. 2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021, 2021.

• Tianliang Fu, Kai Zhang, Li Zhang, Shanshe Wang, Siwei Ma. An Enhanced Reference Structure For Reference Picture Resampling (RPR) In VVC. 2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021, 2021.

• Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yan Ye, Wen Gao. ASTM: An Attention based Spatiotemporal Model for Video Prediction Using 3D Convolutional Neural Networks. 2021 IEEE International Conference on Multimedia and Expo, ICME 2021, Shenzhen, China, July 5-9, 2021, 2021.

• Zhimeng Huang, Kai Lin, Chuanmin Jia, Shanshe Wang, Siwei Ma. Beyond VVC: Towards Perceptual Quality Optimized Video Compression Using Multi-Scale Hybrid Approaches. IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2021, virtual, June 19-25, 2021, 2021.

• Di You, Jian Zhang, Jingfen Xie, Bin Chen, Siwei Ma. COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing. IEEE Trans. Image Process., 2021.

• jiguo-li, Chuanmin Jia, Xinfeng Zhang, Siwei Ma, Wen Gao. Cross Modal Compression: Towards Human-comprehensible Semantic Compression. MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021, 2021.

• Shuai Huo, Dong Liu, Bin Li, Siwei Ma, Feng Wu, Wen Gao. Deep Network-Based Frame Extrapolation With Reference Frame Alignment. IEEE Trans. Circuits Syst. Video Technol., 2021.

• Wen Gao, Siwei Ma, Lingyu Duan, Yonghong Tian, Peiyin Xing, Yaowei Wang, Shanshe Wang, Huizhu Jia, Tiejun Huang. Digital Retina: A Way to Make the City Brain More Efficient by Visual Coding. IEEE Trans. Circuits Syst. Video Technol., 2021.

• Xiang Zhang, Siwei Ma, Shiqi Wang, Jian Zhang, Huifang Sun, Wen Gao. Divisively Normalized Sparse Coding: Toward Perceptual Visual Signal Representation. IEEE Trans. Cybern., 2021.

• Yunrui Jian, Jiaqi Zhang, Junru Li, Suhong Wang, Shanshe Wang, Siwei Ma, Wen Gao. Enhanced Cross Component Sample Adaptive Offset for AVS3. International Conference on Visual Communications and Image Processing, VCIP 2021, Munich, Germany, December 5-8, 2021, 2021.

• Yefei Wang, Dong Liu, Siwei Ma, Feng Wu, Wen Gao. Ensemble Learning-Based Rate-Distortion Optimization for End-to-End Image Compression. IEEE Trans. Circuits Syst. Video Technol., 2021.

• zhenhua-liu, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Evolutionary Quantization of Neural Networks with Mixed-Precision. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021, 2021.

• Chuanmin Jia, Falei Luo, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma. Fast Non-Local Adaptive In-Loop Filter Optimization on GPU. IEEE Trans. Multim., 2021.

• Suhong Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Flow-Grounded Dynamic Texture Synthesis for Video Compression. 31st Data Compression Conference, DCC 2021, Snowbird, UT, USA, March 23-26, 2021, 2021.

• Haopeng Lu, Huiwen Ren, Yanan Feng, Shanshe Wang, Siwei Ma, Wen Gao. GazeTance Guidance: Gaze and Distance-Based Content Presentation for Virtual Museum. IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VR Workshops 2021, Lisbon, Portugal, March 27 - April 1, 2021, 2021.

• Tianliang Fu, Kai Zhang, Li Zhang, Shanshe Wang, Siwei Ma. Hardware Friendly Interweaved Prediction for Affine Motion Compensation. Picture Coding Symposium, PCS 2021, Bristol, United Kingdom, June 29 - July 2, 2021, 2021.

• Yuhuai Zhang, Kai Zhang, Li Zhang, Hongbin Liu, Yue Wang, Siwei Ma, Wen Gao. Implicit Seleted Transform Skip Method For Avs3. 2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021, 2021.

• Lei Zhao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Yan Ye, Siwei Ma, Wen Gao. Instance Segmentation Based Background Reference Frame Generation for Surveillance Video Coding. Picture Coding Symposium, PCS 2021, Bristol, United Kingdom, June 29 - July 2, 2021, 2021.

• Xu Han, Shanshe Wang, Yong Chen, Siwei Ma, Wen Gao. Intra Block Partition Structure Prediction via Convolutional Neural Network. 31st Data Compression Conference, DCC 2021, Snowbird, UT, USA, March 23-26, 2021, 2021.

• Lingbo Yang, Zhanning Gao, Siwei Ma, Wen Gao. Intrinsic Temporal Regularization for High-resolution Human Video Synthesis. MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021, 2021.

• Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Iprnn: An Information-Preserving Model For Video Prediction Using Spatiotemporal Grus. 2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021, 2021.

• Qi Zhang, Shanshe Wang, Xinfeng Zhang, Siwei Ma, Wen Gao. Just Recognizable Distortion for Machine Vision Oriented Image and Video Coding. Int. J. Comput. Vis., 2021.

• Runyu Yang, Dong Liu, Siwei Ma, Feng Wu, Wen Gao. Knowledge Distillation From End-To-End Image Compression To Vvc Intra Coding For Perceptual Quality Enhancement. 2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021, 2021.

• Zhenghui Zhao, Chuanmin Jia, Shanshe Wang, Siwei Ma, Jiansheng Yang. Learned Image Compression Using Adaptive Block-Wise Encoding and Reconstruction Network. IEEE International Symposium on Circuits and Systems, ISCAS 2021, Daegu, South Korea, May 22-28, 2021, 2021.

• Meng Wang, Shiqi Wang, Junru Li, Li Zhang, Yue Wang, Siwei Ma, Sam Kwong. Low Complexity Trellis-Coded Quantization in Versatile Video Coding. IEEE Trans. Image Process., 2021.

• Mengxi Jia, Xinhua Cheng, Yunpeng Zhai, Shijian Lu, Siwei Ma, Yonghong Tian, Jian Zhang. Matching on Sets: Conquer Occluded Person Re-identification Without Alignment. Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021.

• Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yan Ye, Xiang Xinguang, Wen Gao. MAU: A Motion-Aware Unit for Video Prediction and Beyond. Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual, 2021.

• xuewei-meng, Jiaqi Zhang, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Optimized Adaptive Loop Filter in Versatile Video Coding. 31st Data Compression Conference, DCC 2021, Snowbird, UT, USA, March 23-26, 2021, 2021.

• Jiacheng Xu, Zhijun Fang, Yongbin Gao, Siwei Ma, Yaochu Jin, Heng Zhou, Anjie Wang. Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compression. 31st Data Compression Conference, DCC 2021, Snowbird, UT, USA, March 23-26, 2021, 2021.

• zhenhua-liu, Yunhe Wang, Kai Han, Wei Zhang, Siwei Ma, Wen Gao. Post-Training Quantization for Vision Transformer. Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual, 2021.

• Hanting Chen, Yunhe Wang, Tianyu Guo, Chang Xu, Yiping Deng, zhenhua-liu, Siwei Ma, Chunjing Xu, Chao Xu, Wen Gao. Pre-Trained Image Processing Transformer. IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, 2021.

• Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Meng Wang, Shiqi Wang, Siwei Ma, Wen Gao. Prediction With Multicross Component for Future Video Coding. IEEE Multim., 2021.

• yiqun-xu, Wei Hu, Shanshe Wang, Xinfeng Zhang, Shiqi Wang, Siwei Ma, Zongming Guo, Wen Gao. Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds. IEEE Trans. Circuits Syst. Video Technol., 2021.

• Yunrui Jian, Jiaqi Zhang, Chuanmin Jia, Suhong Wang, Shanshe Wang, Siwei Ma. Quad-Treea Based Sample Refinement Filter for Video Coding. 31st Data Compression Conference, DCC 2021, Snowbird, UT, USA, March 23-26, 2021, 2021.

• yang-li, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yue Wang. Quality Assessment of End-to-End Learned Image Compression: The Benchmark and Objective Measure. MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021, 2021.

• Yuqing Liu, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Spatial-Temporal Correlation Learning for Real-Time Video Deinterlacing. 2021 IEEE International Conference on Multimedia and Expo, ICME 2021, Shenzhen, China, July 5-9, 2021, 2021.

• Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yan Ye, Wen Gao. STAE: A Spatiotemporal Auto-Encoder for High-Resolution Video Prediction. 2021 IEEE International Conference on Multimedia and Expo, ICME 2021, Shenzhen, China, July 5-9, 2021, 2021.

• Junru Li, Meng Wang, Li Zhang, Shiqi Wang, Kai Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Sub-Sampled Cross-Component Prediction for Emerging Video Coding Standards. IEEE Trans. Image Process., 2021.

• Shurun Wang, Shiqi Wang, Wenhan Yang, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Teacher-Student Learning With Multi-Granularity Constraint Towards Compact Facial Feature Representation. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021, 2021.

• Jianhui Chang, Zhenghui Zhao, Lingbo Yang, Chuanmin Jia, Jian Zhang, Siwei Ma. Thousand to One: Semantic Prior Modeling for Conceptual Coding. 2021 IEEE International Conference on Multimedia and Expo, ICME 2021, Shenzhen, China, July 5-9, 2021, 2021.

• Lingbo Yang, Pan Wang, Chang Liu, Zhanning Gao, Peiran Ren, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Xian-Sheng Hua, Wen Gao. Towards Fine-Grained Human Pose Transfer With Detail Replenishing Network. IEEE Trans. Image Process., 2021.

• Zhimeng Huang, Chuanmin Jia, Shanshe Wang, Siwei Ma. Visual Analysis Motivated Rate-Distortion Model for Image Coding. 2021 IEEE International Conference on Multimedia and Expo, ICME 2021, Shenzhen, China, July 5-9, 2021, 2021.

• Qi Zhang, Shanshe Wang, Siwei Ma. A Novel Visual Analysis Oriented Rate Control Scheme for HEVC. 2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020, Macau, China, December 1-4, 2020, 2020.

• Huiwen Ren, Bo Jiang, Falei Luo, Jing Li, Yong Chen, Shanshe Wang, Siwei Ma, Wen Gao. A Real-Time AVS3 8K-UHD Encoding and Decoding System. 2020 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2020, London, UK, July 6-10, 2020, 2020.

• Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang. A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification. Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020.

• Anjie Wang, Zhijun Fang, Yongbin Gao, Songchao Tan, Shanshe Wang, Siwei Ma, Jenq-Neng Hwang. Adversarial Learning for Joint Optimization of Depth and Ego-Motion. IEEE Trans. Image Process., 2020.

• Tianliang Fu, Kai Zhang, Hongbin Liu, Li Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Affine Direct/Skip Mode with Motion Vector Differences in Video Coding. 2020 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2020, London, UK, July 6-10, 2020, 2020.

• jiguo-li, Xinfeng Zhang, Chuanmin Jia, Jizheng Xu, Li Zhang, Yue Wang, Siwei Ma, Wen Gao. Direct Speech-to-Image Translation. IEEE J. Sel. Top. Signal Process., 2020.

• xuewei-meng, Xinfeng Zhang, Chuanmin Jia, Xia Li, Shanshe Wang, Siwei Ma. Edge-Directed Geometric Partitioning For Versatile Video Coding. IEEE International Conference on Multimedia and Expo, ICME 2020, London, UK, July 6-10, 2020, 2020.

• Meng Wang, Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Sam Kwong, Siwei Ma. Extended Coding Unit Partitioning for Future Video Coding. IEEE Trans. Image Process., 2020.

• Xu Han, Bo Jiang, Shanshe Wang, Lin Li, Yi Su, Siwei Ma, Wen Gao. GPU based Real-Time UHD Intra Decoding for AVS3. 2020 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2020, London, UK, July 6-10, 2020, 2020.

• Bo Jiang, Han Xu, Falei Luo, Shanshe Wang, Siwei Ma, Wen Gao. GPU-Based Intra Decompression for 8K Real-Time AVS3 Decoder. 3rd IEEE Conference on Multimedia Information Processing and Retrieval, MIPR 2020, Shenzhen, China, August 6-8, 2020, 2020.

• Jing Cui, Tao Zhang, Chenchen Gu, Xinfeng Zhang, Siwei Ma. Gradient-Based Early Termination of CU Partition in VVC Intra Coding. Data Compression Conference, DCC 2020, Snowbird, UT, USA, March 24-27, 2020, 2020.

• Lingbo Yang, Shanshe Wang, Siwei Ma, Wen Gao, Chang Liu, Pan Wang, Peiran Ren. HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment. MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020, 2020.

• Yunlong Li, Shanshe Wang, Xinfeng Zhang, Chao Zhou, Siwei Ma. High Efficiency Live Video Streaming With Frame Dropping. IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, United Arab Emirates, October 25-28, 2020, 2020.

• Siwei Ma, Xinfeng Zhang, Chuanmin Jia, Zhenghui Zhao, Shiqi Wang, Shanshe Wang. Image and Video Compression With Neural Networks: A Review. IEEE Trans. Circuits Syst. Video Technol., 2020.

• Yuhuai Zhang, Kai Zhang, Li Zhang, Hongbin Liu, Yue Wang, Shanshe Wang, Siwei Ma, Wen Gao. Implicit-Selected Transform in Video Coding. 2020 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2020, London, UK, July 6-10, 2020, 2020.

• Jiaqi Zhang, xuewei-meng, Chuanmin Jia, Yi Su, Song Xu, Shanshe Wang, Siwei Ma, Wen Gao. Inheritability-Inspired Intra Coding Optimization for AVS3. 2020 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2020, London, UK, July 6-10, 2020, 2020.

• jiguo-li, Xinfeng Zhang, Jizheng Xu, Li Zhang, Yue Wang, Siwei Ma, Wen Gao. Learning to Fool the Speaker Recognition. 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020, 2020.

• Wei Sun, Xiongkuo Min, Guangtao Zhai, Ke Gu, Huiyu Duan, Siwei Ma. MC360IQA: A Multi-channel CNN for Blind 360-Degree Image Quality Assessment. IEEE J. Sel. Top. Signal Process., 2020.

• Jing Zhao, Ruiqin Xiong, Rui Zhao, Jin Wang, Siwei Ma, Tiejun Huang. Motion Estimation for Spike Camera Data Sequence via Spike Interval Analysis. 2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020, Macau, China, December 1-4, 2020, 2020.

• Xu Han, Shanshe Wang, Siwei Ma, Wen Gao. Optimization Of Motion Compensation Based On GPU And CPU For VVC Decoding. IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, United Arab Emirates, October 25-28, 2020, 2020.

• Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Meng Wang, Shiqi Wang, Siwei Ma, Wen Gao. Prediction with Multi-Cross Component. 2020 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2020, London, UK, July 6-10, 2020, 2020.

• Yongfei Zhang, Chao Zhang, Rui Fan, Siwei Ma, Zhibo Chen, C. -C. Jay Kuo. Recent Advances on HEVC Inter-Frame Coding: From Optimization to Implementation and Beyond. IEEE Trans. Circuits Syst. Video Technol., 2020.

• Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Siwei Ma, Tiejun Huang, Jian K. Liu. Reconstruction of natural visual scenes from neural spikes with deep neural networks. Neural Networks, 2020.

• Lingbo Yang, Pan Wang, Xinfeng Zhang, Shanshe Wang, Zhanning Gao, Peiran Ren, Xuansong Xie, Siwei Ma, Wen Gao. Region-Adaptive Texture Enhancement For Detailed Person Image Synthesis. IEEE International Conference on Multimedia and Expo, ICME 2020, London, UK, July 6-10, 2020, 2020.

• Yunhe Tong, Anjie Wang, Songchao Tan, Shanshe Wang, Siwei Ma, Wen Gao. Self-Supervised Learning of Depth and Pose Using Cycle Generative Adversarial Network. IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, United Arab Emirates, October 25-28, 2020, 2020.

• Meng Wang, Shiqi Wang, Junru Li, Li Zhang, Yue Wang, Siwei Ma. SSIM Motivated Quality Control for Versatile Video Coding. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2020, Auckland, New Zealand, December 7-10, 2020, 2020.

• Junru Li, Meng Wang, Li Zhang, Kai Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao. Sub-Sampled Cross-Component Prediction for Chroma Component Coding. Data Compression Conference, DCC 2020, Snowbird, UT, USA, March 24-27, 2020, 2020.

• Huiwen Ren, Chuanmin Jia, Falei Luo, Jing Li, Shanshe Wang, Siwei Ma, Wen Gao. SVT-AVS3: Scalable Video Technology of AVS3. 3rd IEEE Conference on Multimedia Information Processing and Retrieval, MIPR 2020, Shenzhen, China, August 6-8, 2020, 2020.

• Meng Lei, Falei Luo, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Two-Step Progressive Intra Prediction For Versatile Video Coding. IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, United Arab Emirates, October 25-28, 2020, 2020.

• yang-li, Shengbin Meng, Xinfeng Zhang, Shiqi Wang, Yue Wang, Siwei Ma. UGC-VIDEO: Perceptual Quality Assessment of User-Generated Videos. 3rd IEEE Conference on Multimedia Information Processing and Retrieval, MIPR 2020, Shenzhen, China, August 6-8, 2020, 2020.

• Junru Li, Meng Wang, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Siwei Ma, Wen Gao. Unified Intra Mode Coding Based on Short and Long Range Correlations. IEEE Trans. Image Process., 2020.

• jiguo-li, Xinfeng Zhang, Chuanmin Jia, Jizheng Xu, Li Zhang, Yue Wang, Siwei Ma, Wen Gao. Universal Adversarial Perturbations Generative Network For Speaker Recognition. IEEE International Conference on Multimedia and Expo, ICME 2020, London, UK, July 6-10, 2020, 2020.

• Suhong Wang, Xiang Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Adaptive Wavelet Domain Filter for Versatile Video Coding (VVC). Data Compression Conference, DCC 2019, Snowbird, UT, USA, March 26-29, 2019, 2019.

• Congrui Li, Zhenghui Zhao, Junru Li, Xiang Zhang, Siwei Ma, Chen Li. Bi-Intra Prediction for Versatile Video Coding. Data Compression Conference, DCC 2019, Snowbird, UT, USA, March 26-29, 2019, 2019.

• Longtao Feng, Xinfeng Zhang, Shanshe Wang, Yue Wang, Siwei Ma. Coding Prior Based High Efficiency Restoration for Compressed Video. 2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019, 2019.

• Tianliang Fu, Xiaozhen Zheng, Shanshe Wang, Siwei Ma. Composite Long-Term Reference Coding for Versatile Video Coding(VVC). 2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019, 2019.

• Chuanmin Jia, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Jiaying Liu, Shiliang Pu, Siwei Ma. Content-Aware Convolutional Neural Network for In-Loop Filtering in High Efficiency Video Coding. IEEE Trans. Image Process., 2019.

• Lingbo Yang, Zhenghui Zhao, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao. Disentangled Human Action Video Generation via Decoupled Learning. IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2019, Shanghai, China, July 8-12, 2019, 2019.

• Bo Jiang, Falei Luo, Shanshe Wang, Xiaoqiang Guo, Siwei Ma. Efficient GPU-Based Inter Prediction for Video Decoder. 2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019, 2019.

• Zhenghui Zhao, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma, Jiansheng Yang. Enhanced Bi-Prediction With Convolutional Neural Network for High-Efficiency Video Coding. IEEE Trans. Circuits Syst. Video Technol., 2019.

• Lei Zhao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Enhanced Motion-Compensated Video Coding With Deep Virtual Reference Frame Generation. IEEE Trans. Image Process., 2019.

• Meng Wang, Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Sam Kwong, Siwei Ma. Extended Quad-Tree Partitioning for Future Video Coding. Data Compression Conference, DCC 2019, Snowbird, UT, USA, March 26-29, 2019, 2019.

• Meng Wang, Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Siwei Ma. Fast Coding Unit Splitting Decisions for the Emergent AVS3 Standard. Picture Coding Symposium, PCS 2019, Ningbo, China, November 12-15, 2019, 2019.

• Qi Mao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Fidelity or Quality? A Region-Aware Framework for Enhanced Image Decoding via Hybrid Neural Networks. 2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019, 2019.

• Xinfeng Zhang, Weisi Lin, Shiqi Wang, Jiaying Liu, Siwei Ma, Wen Gao. Fine-Grained Quality Assessment for Compressed Images. IEEE Trans. Image Process., 2019.

• Falei Luo, Shanshe Wang, Shiqi Wang, Xinfeng Zhang, Siwei Ma, Wen Gao. GPU-Based Hierarchical Motion Estimation for High Efficiency Video Coding. IEEE Trans. Multim., 2019.

• Junru Li, Meng Wang, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Siwei Ma, Wen Gao. History-Based Motion Vector Prediction for Future Video Coding. IEEE International Conference on Multimedia and Expo, ICME 2019, Shanghai, China, July 8-12, 2019, 2019.

• Siwei Ma, Xiang Zhang, Shiqi Wang, Xinfeng Zhang, Chuanmin Jia, Shanshe Wang. Joint Feature and Texture Coding: Toward Smart Video Representation via Front-End Intelligence. IEEE Trans. Circuits Syst. Video Technol., 2019.

• Jianhui Chang, Qi Mao, Zhenghui Zhao, Shanshe Wang, Shiqi Wang, Hong Zhu, Siwei Ma. Layered Conceptual Image Compression Via Deep Semantic Synthesis. 2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019, 2019.

• Chuanmin Jia, Zhaoyi Liu, Yao Wang, Siwei Ma, Wen Gao. Layered Image Compression Using Scalable Auto-Encoder. 2nd IEEE Conference on Multimedia Information Processing and Retrieval, MIPR 2019, San Jose, CA, USA, March 28-30, 2019, 2019.

• Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Shiqi Wang, Siwei Ma. Light Field Image Compression Using Generative Adversarial Network-Based View Synthesis. IEEE J. Emerg. Sel. Topics Circuits Syst., 2019.

• Meng Lei, Falei Luo, Xiang Zhang, Shanshe Wang, Siwei Ma. Look-Ahead Prediction Based Coding Unit Size Pruning for VVC Intra Coding. 2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019, 2019.

• Wei Sun, Yezhao Fan, Xiongkuo Min, Shihao Peng, Siwei Ma, Guangtao Zhai. LPHD: A Large-Scale Head Pose Dataset for RGB Images. IEEE International Conference on Multimedia and Expo, ICME 2019, Shanghai, China, July 8-12, 2019, 2019.

• Wei Sun, Weike Luo, Xiongkuo Min, Guangtao Zhai, Xiaokang Yang, Ke Gu, Siwei Ma. MC360IQA: The Multi-Channel CNN for Blind 360-Degree Image Quality Assessment. IEEE International Symposium on Circuits and Systems, ISCAS 2019, Sapporo, Japan, May 26-29, 2019, 2019.

• Qi Mao, Hsin-Ying Lee, Hung-Yu Tseng, Siwei Ma, Ming-Hsuan Yang. Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis. IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, 2019.

• Jing Cui, Ruiqin Xiong, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Perceptual Video Coding Based on Visual Saliency Modulated Just Noticeable Distortion. Data Compression Conference, DCC 2019, Snowbird, UT, USA, March 26-29, 2019, 2019.

• Jing Zhao, Jiyu Xie, Ruiqin Xiong, Siwei Ma, Tiejun Huang, Wen Gao. Pyramid Convolutional Network for Single Image Deraining. IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2019, Long Beach, CA, USA, June 16-20, 2019, 2019.

• Jiaqi Zhang, Chuanmin Jia, Meng Lei, Shanshe Wang, Siwei Ma, Wen Gao. Recent Development of AVS Video Coding Standard: AVS3. Picture Coding Symposium, PCS 2019, Ningbo, China, November 12-15, 2019, 2019.

• Bin Deng, Xinfeng Zhang, Shanshe Wang, Xiaofei Pan, Siwei Ma, Ruiqin Xiong. Referenceless Quality Assessment for Contrast Distorted Image Using Hybrid Features. 2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019, 2019.

• Kai Lin, Chuanmin Jia, Zhenghui Zhao, Li Wang, Shanshe Wang, Siwei Ma, Wen Gao. Residual in Residual Based Convolutional Neural Network In-loop Filter for AVS3. Picture Coding Symposium, PCS 2019, Ningbo, China, November 12-15, 2019, 2019.

• Shurun Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Scalable Facial Image Compression with Deep Feature Reconstruction. 2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019, 2019.

• Junlong Gao, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao. Self-Critical N-Step Training for Image Captioning. IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, 2019.

• Yefei Wang, Dong Liu, Siwei Ma, Feng Wu, Wen Gao. Spherical Coordinates Transform-Based Motion Model for Panoramic Video Coding. IEEE J. Emerg. Sel. Topics Circuits Syst., 2019.

• Xiang Zhang, Philip A. Chou, Ming-Ting Sun, Maolong Tang, Shanshe Wang, Siwei Ma, Wen Gao. Surface Light Field Compression Using a Point Cloud Codec. IEEE J. Emerg. Sel. Topics Circuits Syst., 2019.

• Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Three-Zone Segmentation-Based Motion Compensation for Video Compression. IEEE Trans. Image Process., 2019.

• Anjie Wang, Yongbin Gao, Zhijun Fang, Xiaoyan Jiang, Shanshe Wang, Siwei Ma, Jenq-Neng Hwang. Unsupervised Learning of Depth and Ego-Motion with Spatial-Temporal Geometric Constraints. IEEE International Conference on Multimedia and Expo, ICME 2019, Shanghai, China, July 8-12, 2019, 2019.

• Tianliang Fu, Kai Zhang, Li Zhang San, Hongbin Liu, Shanshe Wang, Siwei Ma. Unsymmetrical Quad-tree Partitioning for Audio Video coding Standard-3 (AVS-3). Picture Coding Symposium, PCS 2019, Ningbo, China, November 12-15, 2019, 2019.

• Longtao Feng, Xinfeng Zhang, Xiang Zhang, Shanshe Wang, Ronggang Wang, Siwei Ma. A Dual-Network Based Super-Resolution for Compressed High Definition Video. Advances in Multimedia Information Processing - PCM 2018 - 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part I, 2018.

• Shanshe Wang, Junru Li, Shiqi Wang, Siwei Ma, Wen Gao. A Frame Level Rate Control Algorithm For Screen Content Coding. IEEE International Symposium on Circuits and Systems, ISCAS 2018, 27-30 May 2018, Florence, Italy, 2018.

• Xiang Zhang, Philip A. Chou, Ming-Ting Sun, Maolong Tang, Shanshe Wang, Siwei Ma, Wen Gao. A Framework for Surface Light Field Compression. 2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018, 2018.

• Sifeng Xia, Wenhan Yang, Yueyu Hu, Siwei Ma, Jiaying Liu. A Group Variational Transformation Neural Network for Fractional Interpolation of Video Coding. 2018 Data Compression Conference, DCC 2018, Snowbird, UT, USA, March 27-30, 2018, 2018.

• Wei Sun, Ke Gu, Siwei Ma, Wenhan Zhu, Ning Liu, Guangtao Zhai. A Large-Scale Compressed 360-Degree Spherical Image Database: From Subjective Quality Evaluation to Objective Model Comparison. 20th IEEE International Workshop on Multimedia Signal Processing, MMSP 2018, Vancouver, BC, Canada, August 29-31, 2018, 2018.

• Songchao Tan, Siwei Ma, Shanshe Wang, Shiqi Wang, Xinfeng Zhang, Wen Gao. Adaptive view synthesis optimization for low complexity 3D-HEVC encoding. J. Vis. Lang. Comput., 2018.

• yiqun-xu, Wei Hu, Shanshe Wang, Xinfeng Zhang, Shiqi Wang, Siwei Ma, Wen Gao. Cluster-Based Point Cloud Coding with Normal Weighted Graph Fourier Transform. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018.

• Zhenghui Zhao, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma, Jiansheng Yang. CNN-Based Bi-Directional Motion Compensation for High Efficiency Video Coding. IEEE International Symposium on Circuits and Systems, ISCAS 2018, 27-30 May 2018, Florence, Italy, 2018.

• Anjie Wang, Zhijun Fang, Yongbin Gao, Xiaoyan Jiang, Siwei Ma. Depth Estimation of Video Sequences With Perceptual Losses. IEEE Access, 2018.

• Lei Zhao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Enhanced Ctu-Level Inter Prediction with Deep Frame Rate Up-Conversion for High Efficiency Video Coding. 2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018, 2018.

• Qi Mao, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma. Enhanced Image Decoding via Edge-Preserving Generative Adversarial Networks. 2018 IEEE International Conference on Multimedia and Expo, ICME 2018, San Diego, CA, USA, July 23-27, 2018, 2018.

• Suhong Wang, Zhao Wang, Falei Luo, Shanshe Wang, Siwei Ma, Wen Gao. Enhanced Motion Vector Prediction for Video Coding. Fourth IEEE International Conference on Multimedia Big Data, BigMM 2018, Xi'an, China, September 13-16, 2018, 2018.

• Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Fast QTBT Partitioning Decision for Interframe Coding with Convolution Neural Network. 2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018, 2018.

• Xiang Zhang, Jiarui Sun, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao. Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding. IEEE Trans. Image Process., 2018.

• Jing Cui, Ruiqin Xiong, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao. Hybrid All Zero Soft Quantized Block Detection for HEVC. IEEE Trans. Image Process., 2018.

• Hangfan Liu, Ruiqin Xiong, Dong Liu, Siwei Ma, Feng Wu, Wen Gao. Image Denoising via Low Rank Regularization Exploiting Intra and Inter Patch Correlation. IEEE Trans. Circuits Syst. Video Technol., 2018.

• yang-li, Chuanmin Jia, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao. Joint Rate-Distortion Optimization for Simultaneous Texture and Deep Feature Compression of Facial Images. Fourth IEEE International Conference on Multimedia Big Data, BigMM 2018, Xi'an, China, September 13-16, 2018, 2018.

• Zhenghui Zhao, Shanshe Wang, Chuanmin Jia, Xinfeng Zhang, Siwei Ma, Jiansheng Yang. Light Field Image Compression Based on Deep Learning. 2018 IEEE International Conference on Multimedia and Expo, ICME 2018, San Diego, CA, USA, July 23-27, 2018, 2018.

• Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Locally Refined Motion Compensation for Future Video Coding. 2018 Data Compression Conference, DCC 2018, Snowbird, UT, USA, March 27-30, 2018, 2018.

• Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Multi-Hypothesis Prediction Based on Implicit Motion Vector Derivation for Video Coding. 2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018, 2018.

• xuewei-meng, Chuanmin Jia, Shanshe Wang, Xiaozhen Zheng, Siwei Ma. Optimized Non-local In-Loop Filter for Video Coding. 2018 Picture Coding Symposium, PCS 2018, San Francisco, CA, USA, June 24-27, 2018, 2018.

• Zhao Wang, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma. Probabilistic Decision Based Block Partitioning for Future Video Coding. IEEE Trans. Image Process., 2018.

• Xinfeng Zhang, Weisi Lin, Yabin Zhang, Shiqi Wang, Siwei Ma, Lingyu Duan, Wen Gao. Rate-Distortion Optimized Sparse Coding With Ordered Dictionary for Image Set Compression. IEEE Trans. Circuits Syst. Video Technol., 2018.

• Shiqi Wang, Ke Gu, Xinfeng Zhang, Weisi Lin, Siwei Ma, Wen Gao. Reduced-Reference Quality Assessment of Screen Content Images. IEEE Trans. Circuits Syst. Video Technol., 2018.

• Songchao Tan, Shurun Wang, Xiang Zhang, Shanshe Wang, Shiqi Wang, Siwei Ma, Wen Gao. Visual Information Evaluation With Entropy of Primitive. IEEE Access, 2018.

• Xiang Zhang, Siwei Ma, Shiqi Wang, Xinfeng Zhang, Huifang Sun, Wen Gao. A Joint Compression Scheme of Video Feature Descriptors and Visual Content. IEEE Trans. Image Process., 2017.

• Zhao Wang, Shiqi Wang, Jian Zhang, Siwei Ma. Adaptive Progressive Motion Vector Resolution Selection Based on Rate-Distortion Optimization. IEEE Trans. Image Process., 2017.

• Jing Cui, Ruiqin Xiong, Falei Luo, Shanshe Wang, Siwei Ma. An adaptive and low-complexity all-zero block detection for HEVC encoder. IEEE International Symposium on Circuits and Systems, ISCAS 2017, Baltimore, MD, USA, May 28-31, 2017, 2017.

• Jing Mu, Ruiqin Xiong, Xinfeng Zhang, Siwei Ma. Band-Wise Adaptive Sparsity Regularization for Quantized Compressed Sensing Exploiting Nonlocal Similarity. 2017 Data Compression Conference, DCC 2017, Snowbird, UT, USA, April 4-7, 2017, 2017.

• Junru Li, Falei Luo, Yun Zhou, Shanshe Wang, Meng Wang, Siwei Ma. Content Based Fast Intra Coding for AVS2. Third IEEE International Conference on Multimedia Big Data, BigMM 2017, Laguna Hills, CA, USA, April 19-21, 2017, 2017.

• Wei Sun, Ke Gu, Guangtao Zhai, Siwei Ma, Weisi Lin, Patrick Le Callet. CVIQD: Subjective quality evaluation of compressed virtual reality images. 2017 IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, September 17-20, 2017, 2017.

• Wei Sun, Guangtao Zhai, Xiongkuo Min, Yutao Liu, Siwei Ma, Jing Liu, Jiantao Zhou, Xianming Liu. Dynamic backlight scaling considering ambient luminance for mobile energy saving. 2017 IEEE International Conference on Multimedia and Expo, ICME 2017, Hong Kong, China, July 10-14, 2017, 2017.

• Zhao Wang, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma. Effective Quadtree Plus Binary Tree Block Partition Decision for Future Video Coding. 2017 Data Compression Conference, DCC 2017, Snowbird, UT, USA, April 4-7, 2017, 2017.

• Siwei Ma, Xiang Zhang, Shiqi Wang, Jian Zhang, Huifang Sun, Wen Gao. Entropy of Primitive: From Sparse Representation to Visual Information Evaluation. IEEE Trans. Circuits Syst. Video Technol., 2017.

• Falei Luo, Shanshe Wang, Siwei Ma, Nan Zhang, Yun Zhou, Wen Gao. Fast intra coding unit size decision for HEVC with GPU based keypoint detection. IEEE International Symposium on Circuits and Systems, ISCAS 2017, Baltimore, MD, USA, May 28-31, 2017, 2017.

• Xiang Zhang, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao. Globally Variance-Constrained Sparse Representation for Rate-Distortion Optimized Image Representation. 2017 Data Compression Conference, DCC 2017, Snowbird, UT, USA, April 4-7, 2017, 2017.

• Xinfeng Zhang, Shiqi Wang, Yabin Zhang, Weisi Lin, Siwei Ma, Wen Gao. High-Efficiency Image Coding via Near-Optimal Filtering. IEEE Signal Process. Lett., 2017.

• Jing Cui, Shanshe Wang, Shiqi Wang, Xinfeng Zhang, Siwei Ma, Wen Gao. Hybrid Laplace Distribution-Based Low Complexity Rate-Distortion Optimized Quantization. IEEE Trans. Image Process., 2017.

• Jing Mu, Ruiqin Xiong, Xiaopeng Fan, Siwei Ma. Image restoration via multi-scale non-local total variation regularization. 2017 IEEE International Conference on Multimedia and Expo, ICME 2017, Hong Kong, China, July 10-14, 2017, 2017.

• Lei Zhao, Xiang Zhang, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao. Intelligent analysis oriented surveillance video coding. 2017 IEEE International Conference on Multimedia and Expo, ICME 2017, Hong Kong, China, July 10-14, 2017, 2017.

• Songchao Tan, Siwei Ma, Shanshe Wang, Shiqi Wang, Wen Gao. Inter-View Dependency-Based Rate Control for 3D-HEVC. IEEE Trans. Circuits Syst. Video Technol., 2017.

• Shanshe Wang, Shiqi Wang, Ke Gu, Xiaoqiang Guo, Siwei Ma, Wen Gao. Internal generative mechanism inspired reduced reference image quality assessment with entropy of primitive. 2017 IEEE Visual Communications and Image Processing, VCIP 2017, St. Petersburg, FL, USA, December 10-13, 2017, 2017.

• Xinfeng Zhang, Shiqi Wang, Ke Gu, Weisi Lin, Siwei Ma, Wen Gao. Just-Noticeable Difference-Based Perceptual Optimization for JPEG Compression. IEEE Signal Process. Lett., 2017.

• Chuanmin Jia, Yekang Yang, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma. Light Field Image Compression with Sub-apertures Reordering and Adaptive Reconstruction. Advances in Multimedia Information Processing - PCM 2017 - 18th Pacific-Rim Conference on Multimedia, Harbin, China, September 28-29, 2017, Revised Selected Papers, Part I, 2017.

• Qi Mao, Shanshe Wang, Siwei Ma. Local Disparity Vector Derivation Scheme in 3D-AVS2. Image and Graphics - 9th International Conference, ICIG 2017, Shanghai, China, September 13-15, 2017, Revised Selected Papers, Part II, 2017.

• Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Jian Zhang, Shiqi Wang, Siwei Ma, Wen Gao. Low-Rank-Based Nonlocal Adaptive Loop Filter for High-Efficiency Video Compression. IEEE Trans. Circuits Syst. Video Technol., 2017.

• Hangfan Liu, Ruiqin Xiong, Xinfeng Zhang, Yongbing Zhang, Siwei Ma, Wen Gao. Nonlocal Gradient Sparsity Regularization for Image Restoration. IEEE Trans. Circuits Syst. Video Technol., 2017.

• Chuanmin Jia, Yekang Yang, Xinfeng Zhang, Xiang Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma. Optimized inter-view prediction based light field image compression with adaptive reconstruction. 2017 IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, September 17-20, 2017, 2017.

• yiqun-xu, Shanshe Wang, Xinfeng Zhang, Shiqi Wang, Nan Zhang, Siwei Ma, Wen Gao. Rate-distortion optimized scan for point cloud color compression. 2017 IEEE Visual Communications and Image Processing, VCIP 2017, St. Petersburg, FL, USA, December 10-13, 2017, 2017.

• Chen Zhao, Jian Zhang, Siwei Ma, Xiaopeng Fan, Yongbing Zhang, Wen Gao. Reducing Image Compression Artifacts by Structural Sparse Representation and Quantization Constraint Prior. IEEE Trans. Circuits Syst. Video Technol., 2017.

• Chuanmin Jia, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma. Spatial-temporal residue network based in-loop filter for video coding. 2017 IEEE Visual Communications and Image Processing, VCIP 2017, St. Petersburg, FL, USA, December 10-13, 2017, 2017.

• Shiqi Wang, Xinfeng Zhang, Xianming Liu, Jian Zhang, Siwei Ma, Wen Gao. Utility-Driven Adaptive Preprocessing for Screen Content Video Compression. IEEE Trans. Multim., 2017.

• Chen Zhao, Siwei Ma, Jian Zhang, Ruiqin Xiong, Wen Gao. Video Compressive Sensing Reconstruction via Reweighted Residual Sparsity. IEEE Trans. Circuits Syst. Video Technol., 2017.

• Hangfan Liu, Ruiqin Xiong, Xiaopeng Fan, Siwei Ma, Wen Gao. Wireless Image SoftCast Using Compressive Gradient. 2017 Data Compression Conference, DCC 2017, Snowbird, UT, USA, April 4-7, 2017, 2017.

• Qi Mao, Shanshe Wang, Jing Su, Xiang Zhang, Xinfeng Zhang, Siwei Ma. A local-adapted disparity vector derivation scheme for 3D-AVS. 2016 Visual Communications and Image Processing, VCIP 2016, Chengdu, China, November 27-30, 2016, 2016.

• Jing Su, Falei Luo, Shanshe Wang, Shiqi Wang, Xiaoqiang Guo, Siwei Ma. A novel mode decision for depth map coding in 3D-AVS. 2016 Visual Communications and Image Processing, VCIP 2016, Chengdu, China, November 27-30, 2016, 2016.

• Zhao Wang, Jian Zhang, Nan Zhang, Siwei Ma. Adaptive Motion Vector Resolution Scheme for Enhanced Video Coding. 2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016.

• Jing Mu, Xinfeng Zhang, Ruiqin Xiong, Siwei Ma, Wen Gao. Adaptive multi-dimension sparsity based coefficient estimation for compression artifact reduction. IEEE International Conference on Multimedia and Expo, ICME 2016, Seattle, WA, USA, July 11-15, 2016, 2016.

• Yunlong Li, Yue Wang, Shanshe Wang, Siwei Ma. An adaptative bitrate algorithm for DASH. 2016 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2016, Seattle, WA, USA, July 11-15, 2016, 2016.

• Ke Gu, Shiqi Wang, Guangtao Zhai, Siwei Ma, Xiaokang Yang, Weisi Lin, Wenjun Zhang, Wen Gao. Blind Quality Assessment of Tone-Mapped Images Via Analysis of Information, Naturalness, and Structure. IEEE Trans. Multim., 2016.

• Chen Zhao, Jian Zhang, Siwei Ma, Wen Gao. Compressive-Sensed Image Coding via Stripe-based DPCM. 2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016.

• Jian Zhang, Ruiqin Xiong, Chen Zhao, Yongbing Zhang, Siwei Ma, Wen Gao. CONCOLOR: Constrained Non-Convex Low-Rank Model for Image Deblocking. IEEE Trans. Image Process., 2016.

• Ke Gu, Shiqi Wang, Guangtao Zhai, Siwei Ma, Xiaokang Yang, Wenjun Zhang. Content-weighted mean-squared error for quality assessment of compressed images. Signal Image Video Process., 2016.

• Chuanmin Jia, Xiang Zhang, Jian Zhang, Shiqi Wang, Siwei Ma. Deep convolutional network based image quality enhancement for low bit rate image compression. 2016 Visual Communications and Image Processing, VCIP 2016, Chengdu, China, November 27-30, 2016, 2016.

• Xiang Zhang, Siwei Ma, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Wen Gao. From Visual Search to Video Compression: A Compact Representation Framework for Video Feature Descriptors. 2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016.

• Falei Luo, Shanshe Wang, Nan Zhang, Siwei Ma, Wen Gao. GPU based sample adaptive offset parameter decision and perceptual optimization for HEVC. IEEE International Symposium on Circuits and Systems, ISCAS 2016, Montréal, QC, Canada, May 22-25, 2016, 2016.

• Shiqi Wang, Ke Gu, Siwei Ma, Weisi Lin, Xianming Liu, Wen Gao. Guided Image Contrast Enhancement Based on Retrieved Images in Cloud. IEEE Trans. Multim., 2016.

• Ruiqin Xiong, Hangfan Liu, Xinfeng Zhang, Jian Zhang, Siwei Ma, Feng Wu, Wen Gao. Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity. IEEE Trans. Image Process., 2016.

• Shurun Wang, Zhenghui Zhao, Xiang Zhang, Jian Zhang, Shiqi Wang, Siwei Ma, Wen Gao. Improved entropy of primitive for visual information estimation. 2016 Visual Communications and Image Processing, VCIP 2016, Chengdu, China, November 27-30, 2016, 2016.

• Nikolaos V. Boulgouris, David R. Bull, Marco Cagnazzo, Andrea Cavallaro, Gene Cheung, Amit K. Roy-Chowdhury, Pedro Comesaña Alfaro, Shan Du, Sarp Ertürk, Markus Flierl, Gian Luca Foresti, Gang Hua, Zhu Li, Weisi Lin, Siwei Ma, Pramod Kumar Meher, Debargha Mukherjee, Aleksandra Pizurica, Andrea Prati, Paolo Remagnino, Arun Ross, Shin'ichi Satoh, Andreas E. Savakis, Heiko Schwarz, Ling Shao, Shervin Shirmohammadi, Giuseppe Valenzise, Meng Wang, Zhou Wang, Yonggang Wen, Dong Xu, Junsong Yuan, Yuan Yuan. Introduction of New Associate Editors. IEEE Trans. Circuits Syst. Video Technol., 2016.

• Shiqi Wang, Ke Gu, Siwei Ma, Wen Gao. Joint Chroma Downsampling and Upsampling for Screen Content Image. IEEE Trans. Circuits Syst. Video Technol., 2016.

• Shiqi Wang, Lin Ma, Yuming Fang, Weisi Lin, Siwei Ma, Wen Gao. Just Noticeable Difference Estimation for Screen Content Images. IEEE Trans. Image Process., 2016.

• Zhao Wang, Shiqi Wang, Jian Zhang, Siwei Ma. Local-constrained quadtree plus binary tree block partition structure for enhanced video coding. 2016 Visual Communications and Image Processing, VCIP 2016, Chengdu, China, November 27-30, 2016, 2016.

• Shanshe Wang, Falei Luo, Siwei Ma, Xiang Zhang, Shiqi Wang, Debin Zhao, Wen Gao. Low complexity encoder optimization for HEVC. J. Vis. Commun. Image Represent., 2016.

• Xinfeng Zhang, Weisi Lin, Ruiqin Xiong, Xianming Liu, Siwei Ma, Wen Gao. Low-Rank Decomposition-Based Restoration of Compressed Images via Adaptive Noise Estimation. IEEE Trans. Image Process., 2016.

• Lei Zhao, Jian Zhang, Siwei Ma, Wen Gao. Mode-dependent pixel-wise motion refinement for HEVC. 2016 IEEE International Conference on Image Processing, ICIP 2016, Phoenix, AZ, USA, September 25-28, 2016, 2016.

• Chen Zhao, Jian Zhang, Siwei Ma, Wen Gao. Nonconvex Lp Nuclear Norm based ADMM Framework for Compressed Sensing. 2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016.

• Siwei Ma, Xinfeng Zhang, Jian Zhang, Chuanmin Jia, Shiqi Wang, Wen Gao. Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding?. IEEE Multim., 2016.

• Lijuan Xie, Xiang Zhang, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma. Perceptually optimized sparse coding for HDR images via divisive normalization. 2016 Visual Communications and Image Processing, VCIP 2016, Chengdu, China, November 27-30, 2016, 2016.

• Lijuan Xie, Xiang Zhang, Shiqi Wang, Xinfeng Zhang, Siwei Ma. Quality assessment of tone-mapped images based on sparse representation. IEEE International Symposium on Circuits and Systems, ISCAS 2016, Montréal, QC, Canada, May 22-25, 2016, 2016.

• Jian Zhang, Chuanmin Jia, Nan Zhang, Siwei Ma, Wen Gao. Structure-driven Adaptive Non-local Filter for High Efficiency Video Coding (HEVC). 2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016.

• Shiqi Wang, Ke Gu, Xiang Zhang, Weisi Lin, Li Zhang, Siwei Ma, Wen Gao. Subjective and Objective Quality Assessment of Compressed Screen Content Images. IEEE J. Emerg. Sel. Topics Circuits Syst., 2016.

• Xinfeng Zhang, Weisi Lin, Ke Gu, Qiaohong Li, Shanshe Wang, Siwei Ma. Transform-domain in-loop filter with block similarity for HEVC. 2016 Visual Communications and Image Processing, VCIP 2016, Chengdu, China, November 27-30, 2016, 2016.

• Chen Zhao, Jian Zhang, Siwei Ma, Ruiqin Xiong, Wen Gao. A dual structured-sparsity model for compressive-sensed video reconstruction. 2015 Visual Communications and Image Processing, VCIP 2015, Singapore, December 13-16, 2015, 2015.

• Xiang Zhang, Shiqi Wang, Siwei Ma, Wen Gao. A study on interest point guided visual saliency. 2015 Picture Coding Symposium, PCS 2015, Cairns, Australia, May 31 - June 3, 2015, 2015.

• Juanting Fan, Jicheng An, Shanshe Wang, Nan Zhang, Ruiqin Xiong, Siwei Ma, Shawmin Lei. Adaptive boundary dependent transform optimization for HEVC. 2015 Picture Coding Symposium, PCS 2015, Cairns, Australia, May 31 - June 3, 2015, 2015.

• Zhao Wang, Juncheng Ma, Falei Luo, Siwei Ma. Adaptive motion vector resolution prediction in block-based video coding. 2015 Visual Communications and Image Processing, VCIP 2015, Singapore, December 13-16, 2015, 2015.

• Zhangshuai Huang, Ling-Yu Duan, Jie Lin, Shiqi Wang, Siwei Ma, Tiejun Huang. An efficient coding framework for compact descriptors extracted from video sequence. 2015 IEEE International Conference on Image Processing, ICIP 2015, Quebec City, QC, Canada, September 27-30, 2015, 2015.

• Xinfeng Zhang, Yabin Zhang, Weisi Lin, Siwei Ma, Wen Gao. An inter-image redundancy measure for image set compression. 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015, Lisbon, Portugal, May 24-27, 2015, 2015.

• Jing Cui, Shanshe Wang, Nan Zhang, Siwei Ma. An optimized probability estimation model for binary arithmetic coding. 2015 Visual Communications and Image Processing, VCIP 2015, Singapore, December 13-16, 2015, 2015.

• Siwei Ma, Tiejun Huang, Cliff Reader, Wen Gao. AVS2 ? Making Video Coding Smarter [Standards in a Nutshell]. IEEE Signal Process. Mag., 2015.

• Shiqi Wang, Ke Gu, Siwei Ma, Weisi Lin, Xiang Zhang, Wen Gao. Cloud Based Image Contrast Enhancement. 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, Beijing, China, April 20-22, 2015, 2015.

• Jing Mu, Ruiqin Xiong, Xiaopeng Fan, Siwei Ma. Compression artifact reduction for low bit-rate images based on non-local similarity and across-resolution coherence. 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015, Lisbon, Portugal, May 24-27, 2015, 2015.

• Xinfeng Zhang, Weisi Lin, Jiaying Liu, Siwei Ma. Compression noise estimation and reduction via patch clustering. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2015, Hong Kong, December 16-19, 2015, 2015.

• Xiang Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao. Feature-matching based motion prediction for high efficiency video coding in cloud. 2015 IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2015, Turin, Italy, June 29 - July 3, 2015, 2015.

• Qiang Song, Ruiqin Xiong, Siwei Ma, Xiaopeng Fan, Wen Gao. High accuracy sub-pixel image registration under noisy condition. 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015, Lisbon, Portugal, May 24-27, 2015, 2015.

• Sheng Shi, Ruiqin Xiong, Siwei Ma, Xiaopeng Fan, Wen Gao. Image compressive sensing using overlapped block projection and reconstruction. 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015, Lisbon, Portugal, May 24-27, 2015, 2015.

• Jian Zhang, Siwei Ma, Yongbing Zhang, Wen Gao. Image deblocking using group-based sparse representation and quantization constraint prior. 2015 IEEE International Conference on Image Processing, ICIP 2015, Quebec City, QC, Canada, September 27-30, 2015, 2015.

• Shuolin Di, Zhebin Zhang, Shiqi Wang, Nan Zhang, Siwei Ma. Image guided label map propagation in video sequences. 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015, Lisbon, Portugal, May 24-27, 2015, 2015.

• Juanting Fan, Shanshe Wang, Shiqi Wang, Ruiqin Xiong, Siwei Ma. Inter-frame Correlation Based Quantization Parameter Offset Optimization for Screen Content Video Coding. 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, Beijing, China, April 20-22, 2015, 2015.

• Falei Luo, Siwei Ma, Juncheng Ma, Honggang Qi, Li Su, Wen Gao. Multiple layer parallel motion estimation on GPU for High Efficiency Video Coding (HEVC). 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015, Lisbon, Portugal, May 24-27, 2015, 2015.

• Jian Zhang, Chuanmin Jia, Siwei Ma, Wen Gao. Non-Local Structure-Based Filter for Video Coding. 2015 IEEE International Symposium on Multimedia, ISM 2015, Miami, FL, USA, December 14-16, 2015, 2015.

• Xinfeng Zhang, Weisi Lin, Shiqi Wang, Siwei Ma. Nonlocal Adaptive In-Loop Filter via Content-Dependent Soft-Thresholding for HEVC. 2015 IEEE International Symposium on Multimedia, ISM 2015, Miami, FL, USA, December 14-16, 2015, 2015.

• Juncheng Ma, Falei Luo, Shanshe Wang, Nan Zhang, Siwei Ma. Parallel intra coding for HEVC on CPU plus GPU platform. 2015 Visual Communications and Image Processing, VCIP 2015, Singapore, December 13-16, 2015, 2015.

• Xinfeng Zhang, Weisi Lin, Siwei Ma, Shiqi Wang, Wen Gao. Rate-distortion based sparse coding for image set compression. 2015 Visual Communications and Image Processing, VCIP 2015, Singapore, December 13-16, 2015, 2015.

• Qiang Song, Ruiqin Xiong, Xinfeng Zhang, Siwei Ma, Wen Gao. Registration of under-sampled images via higher resolution spectrum restoration. 2015 Visual Communications and Image Processing, VCIP 2015, Singapore, December 13-16, 2015, 2015.

• Qiang Song, Ruiqin Xiong, Xiaopeng Fan, Siwei Ma, Wen Gao. Registration-reliability based strategy to enhance multi-frame super-resolution algorithms. 2015 Visual Communications and Image Processing, VCIP 2015, Singapore, December 13-16, 2015, 2015.

• Ke Gu, Shiqi Wang, Guangtao Zhai, Siwei Ma, Weisi Lin. Screen image quality assessment incorporating structural degradation measurement. 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015, Lisbon, Portugal, May 24-27, 2015, 2015.

• Xiang Zhang, Shiqi Wang, Ke Gu, Tingting Jiang, Siwei Ma, Wen Gao. Sparse Structural Similarity for Objective Image Quality Assessment. 2015 IEEE International Conference on Systems, Man, and Cybernetics, Kowloon Tong, Hong Kong, October 9-12, 2015, 2015.

• Sheng Shi, Xiang Zhang, Shiqi Wang, Ruiqin Xiong, Siwei Ma. Study on subjective quality assessment of Screen Content Images. 2015 Picture Coding Symposium, PCS 2015, Cairns, Australia, May 31 - June 3, 2015, 2015.

• Songchao Tan, Siwei Ma, Shanshe Wang, Wen Gao. Synthesized Views Distortion Model Based Rate Control in 3D-HEVC. Advances in Multimedia Information Processing - PCM 2015 - 16th Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September 16-18, 2015, Proceedings, Part II, 2015.

• Siwei Ma, Tiejun Huang, Wen Gao. The second generation IEEE 1857 video coding standard. IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015, Chengdu, China, July 12-15, 2015, 2015.

• Chen Zhao, Siwei Ma, Wen Gao. Thousand to one: An image compression system via cloud search. 17th IEEE International Workshop on Multimedia Signal Processing, MMSP 2015, Xiamen, China, October 19-21, 2015, 2015.

• Xiang Zhang, Shiqi Wang, Siwei Ma, Wen Gao. Towards Accurate and Efficient Image Quality Assessment with Interest Points. 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, Beijing, China, April 20-22, 2015, 2015.

• Xiang Zhang, Shiqi Wang, Siwei Ma, Ruiqin Xiong, Wen Gao. Towards accurate visual information estimation with Entropy of Primitive. 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015, Lisbon, Portugal, May 24-27, 2015, 2015.

• Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Siwei Ma, Jiaying Liu, Wen Gao. Video Compression Artifact Reduction via Spatio-Temporal Multi-Hypothesis Prediction. IEEE Trans. Image Process., 2015.

• Xinfeng Zhang, Ruiqin Xiong, Siwei Ma, Ge Li, Wen Gao. Video super-resolution with registration-reliability regulation and adaptive total variation. J. Vis. Commun. Image Represent., 2015.

• Li Ma, Honggang Qi, Siyu Zhu, Siwei Ma. A fast background model based surveillance video coding in HEVC. 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014, Valletta, Malta, December 7-10, 2014, 2014.

• Yang Wang, Xiaopeng Fan, Liang Zhao, Siwei Ma, Debin Zhao, Wen Gao. A fast intra coding algorithm for HEVC. 2014 IEEE International Conference on Image Processing, ICIP 2014, Paris, France, October 27-30, 2014, 2014.

• Shanshe Wang, Siwei Ma, Xiaolong Jiang, Juanting Fan, Debin Zhao, Wen Gao. A fast intra optimization algorithm for HEVC. 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014, Valletta, Malta, December 7-10, 2014, 2014.

• Xiaolong Jiang, Qin Yu, Kai Zhang, Siwei Ma, Honggang Qi, Shawmin Lei. A flexible reference picture management scheme. 2013 IEEE International Conference on Multimedia and Expo Workshops, Chengdu, China, July 14-18, 2014, 2014.

• Songchao Tan, Junjun Si, Siwei Ma, Shanshe Wang, Wen Gao. Adaptive frame level rate control in 3D-HEVC. 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014, Valletta, Malta, December 7-10, 2014, 2014.

• Wen Gao, Siwei Ma. Advanced Video Coding Systems. Springer, 2014.

• Xinfeng Zhang, Ruiqin Xiong, Siwei Ma, Wen Gao. Artifact reduction of compressed video via three-dimensional adaptive estimation of transform coefficients. 2014 IEEE International Conference on Image Processing, ICIP 2014, Paris, France, October 27-30, 2014, 2014.

• Zhichu He, Lu Yu, Xiaozhen Zheng, Siwei Ma. AVS2-video coding standard - An application-oriented and high perforamce video coding standard. 2013 IEEE International Conference on Multimedia and Expo Workshops, Chengdu, China, July 14-18, 2014, 2014.

• Liang Zhao, Xiaopeng Fan, Siwei Ma, Debin Zhao. Fast intra-encoding algorithm for High Efficiency Video Coding. Signal Process. Image Commun., 2014.

• Juncheng Ma, Falei Luo, Shanshe Wang, Siwei Ma. Flexible CTU-level parallel motion estimation by CPU and GPU pipeline for HEVC. 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014, Valletta, Malta, December 7-10, 2014, 2014.

• Ruiqin Xiong, Hangfan Liu, Siwei Ma, Xiaopeng Fan, Feng Wu, Wen Gao. G-CAST: Gradient Based Image SoftCast for Perception-Friendly Wireless Visual Communication. Data Compression Conference, DCC 2014, Snowbird, UT, USA, 26-28 March, 2014, 2014.

• Hangfan Liu, Ruiqin Xiong, Siwei Ma, Xiaopeng Fan, Wen Gao. Gradient based image transmission and reconstruction using non-local gradient sparsity regularization. IEEE International Conference on Multimedia and Expo, ICME 2014, Chengdu, China, July 14-18, 2014, 2014.

• Hangfan Liu, Ruiqin Xiong, Siwei Ma, Xiaopeng Fan, Wen Gao. Gradient based image/video softcast with grouped-patch collaborative reconstruction. 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014, Valletta, Malta, December 7-10, 2014, 2014.

• Zhihai Song, Ruiqin Xiong, Siwei Ma, Wen Gao. Hybridcast: A wireless image/video SoftCast scheme using layered representation and hybrid digital-analog modulation. 2014 IEEE International Conference on Image Processing, ICIP 2014, Paris, France, October 27-30, 2014, 2014.

• Chen Zhao, Siwei Ma, Wen Gao. Image compressive-sensing recovery using structured laplacian sparsity in DCT domain and multi-hypothesis prediction. IEEE International Conference on Multimedia and Expo, ICME 2014, Chengdu, China, July 14-18, 2014, 2014.

• Jian Zhang, Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao. Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain. IEEE Trans. Circuits Syst. Video Technol., 2014.

• Shanshe Wang, Siwei Ma, Debin Zhao, Wen Gao. Lagrange multiplier based perceptual optimization for high efficiency video coding. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014, Chiang Mai, Thailand, December 9-12, 2014, 2014.

• Zhihai Song, Ruiqin Xiong, Siwei Ma, Xiaopeng Fan, Wen Gao. Layered image/video softcast with hybrid digital-analog transmission for robust wireless visual communication. IEEE International Conference on Multimedia and Expo, ICME 2014, Chengdu, China, July 14-18, 2014, 2014.

• Siwei Ma, Shiqi Wang, Wen Gao. Low Complexity Adaptive View Synthesis Optimization in HEVC Based 3D Video Coding. IEEE Trans. Multim., 2014.

• Lei Chen, Shengfu Dong, Ronggang Wang, Zhenyu Wang, Siwei Ma, Wenmin Wang, Wen Gao. Low-cost multi-hypothesis motion compensation for video coding. Visual Information Processing and Communication V, San Francisco, California, USA, February 5-6, 2014, 2014.

• Hangfan Liu, Ruiqin Xiong, Siwei Ma, Xiaopeng Fan, Wen Gao. Non-local extension of total variation regularization for image restoration. IEEE International Symposium on Circuits and Systemss, ISCAS 2014, Melbourne, Victoria, Australia, June 1-5, 2014, 2014.

• Bo Wu, Nan Zhang, Siwei Ma, Debin Zhao, Wen Gao. Optimal entropy-constrained non-uniform scalar quantizer design for low bit-rate pixel domain DVC. Multim. Tools Appl., 2014.

• Qin Yu, Ying Chen, Li Zhang, Siwei Ma. Sample edge offset compensation for HEVC based 3D Video Coding. 2013 IEEE International Conference on Multimedia and Expo Workshops, Chengdu, China, July 14-18, 2014, 2014.

• Lei Chen, Ronggang Wang, Siwei Ma. Tagged multi-hypothesis motion compensation scheme for video coding. 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014, Valletta, Malta, December 7-10, 2014, 2014.

• Wen Gao, Yonghong Tian, Tiejun Huang, Siwei Ma, Xianguo Zhang. The IEEE 1857 Standard: Empowering Smart Video Surveillance Systems. IEEE Intell. Syst., 2014.

• Zhihai Song, Ruiqin Xiong, Xiaopeng Fan, Siwei Ma, Wen Gao. Transform domain energy modeling of natural images for wireless SoftCast optimization. IEEE International Symposium on Circuits and Systemss, ISCAS 2014, Melbourne, Victoria, Australia, June 1-5, 2014, 2014.

• Chen Zhao, Siwei Ma, Wen Gao. Video compressive sensing via structured Laplacian modelling. 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014, Valletta, Malta, December 7-10, 2014, 2014.

• Chen Zhao, Siwei Ma, Jian Zhang, Wen Gao. A highly effective error concealment method for whole frame loss. 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), Beijing, China, May 19-23, 2013, 2013.

• Min Gao, Siwei Ma, Debin Zhao, Wen Gao. A spatial inter-view auto-regressive super-resolution scheme for multi-view image via scene matching algorithm. 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), Beijing, China, May 19-23, 2013, 2013.

• Tao Zhang, Xun Guo, Yan Lu, Shipeng Li, Siwei Ma, Debin Zhao. Arbitrary-sized motion detection in screen video coding. IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, 2013.

• Xinfeng Zhang, Ruiqin Xiong, Xiaopeng Fan, Siwei Ma, Wen Gao. Compression Artifact Reduction by Overlapped-Block Transform Coefficient Estimation With Block Similarity. IEEE Trans. Image Process., 2013.

• Jianqiang He, Siwei Ma, Nan Zhang, Wen Gao. Content adaptive in-loop depth map filter for HEVC based 3DV coding. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013, 2013.

• Junjun Si, Siwei Ma, Wen Gao. Efficient bit allocation and CTU level rate control for High Efficiency Video Coding. 30th Picture Coding Symposium, PCS 2013, San Jose, CA, USA, December 8-11, 2013, 2013.

• Xiang Zhang, Shiqi Wang, Siwei Ma, Shaohui Liu, Wen Gao. Entropy of primitive: A top-down methodology for evaluating the perceptual visual information. 2013 Visual Communications and Image Processing, VCIP 2013, Kuching, Malaysia, November 17-20, 2013, 2013.

• Xianguo Zhang, Tiejun Huang, Yonghong Tian, Mingchao Geng, Siwei Ma, Wen Gao. Fast and Efficient Transcoding Based on Low-Complexity Background Modeling and Adaptive Block Classification. IEEE Trans. Multim., 2013.

• Shanshe Wang, Siwei Ma, Shiqi Wang, Debin Zhao, Wen Gao. Fast multi reference frame motion estimation for high efficiency video coding. IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, 2013.

• Zhichu He, Lu Yu, Xiaozhen Zheng, Siwei Ma, Yun He. Framework of AVS2-video coding. IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, 2013.

• Na Zhang, Yi-Wen Chen, Jian-Liang Lin, Xiaopeng Fan, Siwei Ma, Debin Zhao, Wen Gao. Improved disparity vector derivation in 3D-HEVC. 2013 Visual Communications and Image Processing, VCIP 2013, Kuching, Malaysia, November 17-20, 2013, 2013.

• Liang Zhao, Jicheng An, Siwei Ma, Debin Zhao, Xiaopeng Fan. Improved intra transform skip mode in HEVC. IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, 2013.

• Jian Zhang, Shaohui Liu, Ruiqin Xiong, Siwei Ma, Debin Zhao. Improved total variation based image compressive sensing recovery by nonlocal regularization. 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), Beijing, China, May 19-23, 2013, 2013.

• Yangang Cai, Ronggang Wang, Tongbing Cui, Hao Lv, Siwei Ma. Intermediate view synthesis based on edge detecting. IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, 2013.

• Junjun Si, Siwei Ma, Shiqi Wang, Wen Gao. Laplace distribution based CTU level rate control for HEVC. 2013 Visual Communications and Image Processing, VCIP 2013, Kuching, Malaysia, November 17-20, 2013, 2013.

• Siwei Ma, Shiqi Wang, Shanshe Wang, Liang Zhao, Qin Yu, Wen Gao. Low Complexity Rate Distortion Optimization for HEVC. 2013 Data Compression Conference, DCC 2013, Snowbird, UT, USA, March 20-22, 2013, 2013.

• Siwei Ma, Shiqi Wang, Qin Yu, Junjun Si, Wen Gao. Mode Dependent Coding Tools for Video Coding. IEEE J. Sel. Top. Signal Process., 2013.

• Shanshe Wang, Siwei Ma, Li Zhang, Shiqi Wang, Debin Zhao, Wen Gao. Multi layer based rate control algorithm for HEVC. 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), Beijing, China, May 19-23, 2013, 2013.

• Siwei Ma, Shiqi Wang, Wen Gao. Overview of IEEE 1857 video coding standard. IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, 2013.

• Song Lin, Xinfeng Zhang, Qin Yu, Honggang Qi, Siwei Ma. Parallelizing video transcoding with load balancing on cloud computing. 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), Beijing, China, May 19-23, 2013, 2013.

• Shiqi Wang, Abdul Rehman, Zhou Wang, Siwei Ma, Wen Gao. Perceptual Video Coding Based on SSIM-Inspired Divisive Normalization. IEEE Trans. Image Process., 2013.

• Ruiqin Xiong, Feng Wu, Xiaopeng Fan, Chong Luo, Siwei Ma, Wen Gao. Power-distortion optimization for wireless image/video SoftCast by transform coefficients energy modeling with adaptive chunk division. 2013 Visual Communications and Image Processing, VCIP 2013, Kuching, Malaysia, November 17-20, 2013, 2013.

• Juncheng Ma, Jicheng An, Kai Zhang, Siwei Ma, Shawmin Lei. Progressive motion vector resolution for HEVC. 2013 Visual Communications and Image Processing, VCIP 2013, Kuching, Malaysia, November 17-20, 2013, 2013.

• Shanshe Wang, Siwei Ma, Shiqi Wang, Debin Zhao, Wen Gao. Quadratic (h̊o)-domain based rate control algorithm for HEVC. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013, 2013.

• Shanshe Wang, Siwei Ma, Shiqi Wang, Debin Zhao, Wen Gao. Rate-GOP Based Rate Control for High Efficiency Video Coding. IEEE J. Sel. Top. Signal Process., 2013.

• Shiqi Wang, Xiang Zhang, Siwei Ma, Wen Gao. Reduced reference image quality assessment using entropy of primitives. 30th Picture Coding Symposium, PCS 2013, San Jose, CA, USA, December 8-11, 2013, 2013.

• Feng Qi, Tingting Jiang, Xiaopeng Fan, Siwei Ma, Debin Zhao. Stereoscopic video quality assessment based on stereo just-noticeable difference model. IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, 2013.

• Chen Zhao, Jian Zhang, Siwei Ma, Wen Gao. Wavelet inpainting driven image compression via collaborative sparsity at low bit rates. IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, 2013.

• Siwei Ma, Junjun Si, Shanshe Wang. A study on the rate distortion modeling for High Efficiency Video Coding. 19th IEEE International Conference on Image Processing, ICIP 2012, Lake Buena Vista, Orlando, FL, USA, September 30 - October 3, 2012, 2012.

• Xinfeng Zhang, Ruiqin Xiong, Siwei Ma, Wen Gao. Adaptive loop filter with temporal prediction. 2012 Picture Coding Symposium, PCS 2012, Krakow, Poland, May 7-9, 2012, 2012.

• Junjun Si, Siwei Ma, Xinfeng Zhang, Wen Gao. Adaptive rate control for High Efficiency Video Coding. 2012 Visual Communications and Image Processing, VCIP 2012, San Diego, CA, USA, November 27-30, 2012, 2012.

• Jian Zhang, Debin Zhao, Chen Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao. Compressed Sensing Recovery via Collaborative Sparsity. 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012.

• Qin Yu, Xinfeng Zhang, Shiqi Wang, Siwei Ma. Early termination of coding unit splitting for HEVC. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2012, Hollywood, CA, USA, December 3-6, 2012, 2012.

• Jian Zhang, Ruiqin Xiong, Chen Zhao, Siwei Ma, Debin Zhao. Exploiting Image Local and Nonlocal Consistency for Mixed Gaussian-Impulse Noise Removal. Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, ICME 2012, Melbourne, Australia, July 9-13, 2012, 2012.

• Xinwei Gao, Jian Zhang, Feng Jiang, Xiaopeng Fan, Siwei Ma, Debin Zhao. High-quality image interpolation via local autoregressive and nonlocal 3-D sparse regularization. 2012 Visual Communications and Image Processing, VCIP 2012, San Diego, CA, USA, November 27-30, 2012, 2012.

• Jian Zhang, Debin Zhao, Chen Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao. Image Compressive Sensing Recovery via Collaborative Sparsity. IEEE J. Emerg. Sel. Topics Circuits Syst., 2012.

• Jian Zhang, Siwei Ma, Ruiqin Xiong, Debin Zhao, Wen Gao. Image Primitive Coding and Visual Quality Assessment. Advances in Multimedia Information Processing - PCM 2012 - 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012. Proceedings, 2012.

• Jian Zhang, Chen Zhao, Ruiqin Xiong, Siwei Ma, Debin Zhao. Image super-resolution via dual-dictionary learning and sparse representation. 2012 IEEE International Symposium on Circuits and Systems, ISCAS 2012, Seoul, Korea (South), May 20-23, 2012, 2012.

• Hongbin Liu, Ruiqin Xiong, Debin Zhao, Siwei Ma, Wen Gao. Multiple Hypotheses Bayesian Frame Rate Up-Conversion by Adaptive Fusion of Motion-Compensated Interpolations. IEEE Trans. Circuits Syst. Video Technol., 2012.

• Yue Wang, Tingting Jiang, Siwei Ma, Wen Gao. Novel Spatio-Temporal Structural Information Based Video Quality Metric. IEEE Trans. Circuits Syst. Video Technol., 2012.

• Yongbing Zhang, Xinguang Xiang, Debin Zhao, Siwei Ma, Wen Gao. Packet Video Error Concealment With Auto Regressive Model. IEEE Trans. Circuits Syst. Video Technol., 2012.

• Qin Yu, Liang Zhao, Siwei Ma. Parallel AMVP candidate list construction for HEVC. 2012 Visual Communications and Image Processing, VCIP 2012, San Diego, CA, USA, November 27-30, 2012, 2012.

• Feng Qi, Tingting Jiang, Siwei Ma, Debin Zhao. Quality of experience assessment for stereoscopic images. 2012 IEEE International Symposium on Circuits and Systems, ISCAS 2012, Seoul, Korea (South), May 20-23, 2012, 2012.

• Xinfeng Zhang, Ruiqin Xiong, Siwei Ma, Wen Gao. Reducing Blocking Artifacts in Compressed Images via Transform-Domain Non-local Coefficients Estimation. Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, ICME 2012, Melbourne, Australia, July 9-13, 2012, 2012.

• Yongbing Zhang, Debin Zhao, Hongbin Liu, Yongpeng Li, Siwei Ma, Wen Gao. Side information generation with auto regressive model for low-delay distributed video coding. J. Vis. Commun. Image Represent., 2012.

• Liang Zhao, Xun Guo, Shawmin Lei, Siwei Ma, Debin Zhao. Simplified AMVP for High Efficiency Video Coding. 2012 Visual Communications and Image Processing, VCIP 2012, San Diego, CA, USA, November 27-30, 2012, 2012.

• Yue Wang, Tingting Jiang, Siwei Ma, Wen Gao. Spatio-temporal ssim index for video quality assessment. 2012 Visual Communications and Image Processing, VCIP 2012, San Diego, CA, USA, November 27-30, 2012, 2012.

• Shiqi Wang, Abdul Rehman, Zhou Wang, Siwei Ma, Wen Gao. SSIM-Motivated Rate-Distortion Optimization for Video Coding. IEEE Trans. Circuits Syst. Video Technol., 2012.

• Jingjing Han, Tingting Jiang, Siwei Ma. Stereoscopic video quality assessment model based on spatial-temporal structural information. 2012 Visual Communications and Image Processing, VCIP 2012, San Diego, CA, USA, November 27-30, 2012, 2012.

• Xin Zhao, Li Zhang, Siwei Ma, Wen Gao. Video Coding With Rate-Distortion Optimized Transform. IEEE Trans. Circuits Syst. Video Technol., 2012.

• Siwei Ma, Shiqi Wang, Wen Gao. Zero-synthesis view difference aware view synthesis optimization for HEVC based 3D video compression. 2012 Visual Communications and Image Processing, VCIP 2012, San Diego, CA, USA, November 27-30, 2012, 2012.

• Ruiqin Xiong, Wenpeng Ding, Siwei Ma, Wen Gao. A new image deblurring algorithm with less ringing artifacts via error variance estimation and soft decision. 18th IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, September 11-14, 2011, 2011.

• Yanwei Liu, Qingming Huang, Siwei Ma, Debin Zhao, Wen Gao, Song Ci, Hui Tang. A Novel Rate Control Technique for Multiview Video Plus Depth Based 3D Video Coding. IEEE Trans. Broadcast., 2011.

• Yue Wang, Li Zhang, Siwei Ma, Wen Gao. Advanced spatial and Temporal Direct Mode for B picture coding. 2011 IEEE Visual Communications and Image Processing, VCIP 2011, Tainan, Taiwan, November 6-9, 2011, 2011.

• Xinguang Xiang, Debin Zhao, Siwei Ma, Wen Gao. Auto-regressive model based error concealment scheme for stereoscopic video coding. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic, 2011.

• Hongbin Liu, Ruiqin Xiong, Siwei Ma, Debin Zhao, Wen Gao. Bayesian frame interpolation by fusing multiple motion-compensated prediction frames. 18th IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, September 11-14, 2011, 2011.

• Li Zhang, Siwei Ma, Wen Gao, Xin Zhao. Enhanced line-based intra prediction with fixed interpolation filtering. International Symposium on Circuits and Systems (ISCAS 2011), May 15-19 2011, Rio de Janeiro, Brazil, 2011.

• Liang Zhao, Li Zhang, Siwei Ma, Debin Zhao. Fast mode decision algorithm for intra prediction in HEVC. 2011 IEEE Visual Communications and Image Processing, VCIP 2011, Tainan, Taiwan, November 6-9, 2011, 2011.

• Wei Lei, Ruiqin Xiong, Siwei Ma, Luhong Liang. GPU based fast algorithm for tanner graph based image interpolation. IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), Hangzhou, China, October 17-19, 2011, 2011.

• Jian Zhang, Ruiqin Xiong, Siwei Ma, Debin Zhao. High-quality image restoration from partial random samples in spatial domain. 2011 IEEE Visual Communications and Image Processing, VCIP 2011, Tainan, Taiwan, November 6-9, 2011, 2011.

• Xianming Liu, Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao, Huifang Sun. Image Interpolation Via Regularized Local Linear Regression. IEEE Trans. Image Process., 2011.

• Bo Wu, Nan Zhang, Siwei Ma, Wen Gao. Improved spatial aided low delay Wyner-Ziv video coding by wavelet shrinkage. 2011 IEEE Visual Communications and Image Processing, VCIP 2011, Tainan, Taiwan, November 6-9, 2011, 2011.

• Xinfeng Zhang, Ruiqin Xiong, Siwei Ma, Wen Gao. New image coding scheme with hierarchical representation and adaptive interpolation. 2011 IEEE Visual Communications and Image Processing, VCIP 2011, Tainan, Taiwan, November 6-9, 2011, 2011.

• Li Zhang, Xin Zhao, Siwei Ma, Qiang Wang, Wen Gao. Novel intra prediction via position-dependent filtering. J. Vis. Commun. Image Represent., 2011.

• Shiqi Wang, Abdul Rehman, Zhou Wang, Siwei Ma, Wen Gao. Rate-SSIM optimization for video coding. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic, 2011.

• Xianming Liu, Deming Zhai, Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao. Side information extrapolation with temporal and spatial consistency. International Symposium on Circuits and Systems (ISCAS 2011), May 15-19 2011, Rio de Janeiro, Brazil, 2011.

• Shiqi Wang, Abdul Rehman, Zhou Wang, Siwei Ma, Wen Gao. SSIM-inspired divisive normalization for perceptual video coding. 18th IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, September 11-14, 2011, 2011.

• Xianming Liu, Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao, Huifang Sun. Transductive Regression with Local and Global Consistency for Image Super-Resolution. 2011 Data Compression Conference (DCC 2011), 29-31 March 2011, Snowbird, UT, USA, 2011.

• Xinguang Xiang, Debin Zhao, Qiang Wang, Siwei Ma, Wen Gao. A joint encoder-decoder error control framework for stereoscopic video coding. J. Vis. Commun. Image Represent., 2010.

• Yongbing Zhang, Debin Zhao, Siwei Ma, Ronggang Wang, Wen Gao. A Motion-Aligned Auto-Regressive Model for Frame Rate Up Conversion. IEEE Trans. Image Process., 2010.

• Ruiqin Xiong, Wenpeng Ding, Siwei Ma, Wen Gao. A practical algorithm for tanner graph based image interpolation. Proceedings of the International Conference on Image Processing, ICIP 2010, September 26-29, Hong Kong, China, 2010.

• Xinfeng Zhang, Ruiqin Xiong, Siwei Ma, Wen Gao. A robust video super-resolution algorithm. Proceedings of the Picture Coding Symposium, PCS 2010, Nagoya, Japan, December 8-10, 2010, 2010.

• Yongbing Zhang, Xinguang Xiang, Siwei Ma, Debin Zhao, Wen Gao. Auto Regressive Model and Weighted Least Squares Based Packet Video Error Concealment. 2010 Data Compression Conference (DCC 2010), 24-26 March 2010, Snowbird, UT, USA, 2010.

• Wen Gao, Siwei Ma, Li Zhang, Li Su, Debin Zhao. AVS Video Coding Standard. Intelligent Multimedia Communication: Techniques and Applications, 2010.

• Hongbin Liu, Siwei Ma, Xiaopeng Fan, Debin Zhao, Wen Gao. Background aided surveillance-oriented distributed video coding. Proceedings of the Picture Coding Symposium, PCS 2010, Nagoya, Japan, December 8-10, 2010, 2010.

• Yongbing Zhang, Li Zhang, Siwei Ma, Debin Zhao, Wen Gao. Context-adaptive pixel based prediction for intra frame encoding. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, USA, 2010.

• Qian Huang, Debin Zhao, Siwei Ma, Wen Gao, Huifang Sun. Deinterlacing Using Hierarchical Motion Analysis. IEEE Trans. Circuits Syst. Video Technol., 2010.

• Da Liu, Debin Zhao, Siwei Ma. Error Resilient Dual Frame Motion Compensation with Uneven Quality Protection. 2010 Data Compression Conference (DCC 2010), 24-26 March 2010, Snowbird, UT, USA, 2010.

• Xin Zhao, Li Zhang, Siwei Ma, Wen Gao. Fast rate-distortion optimized transform for Intra coding. Proceedings of the Picture Coding Symposium, PCS 2010, Nagoya, Japan, December 8-10, 2010, 2010.

• Yue Wang, Siwei Ma, Wen Gao. Frame rate up conversion via Bayesian motion estimation. Visual Communications and Image Processing 2010, VCIP 2010, Huangshan, China, 11-14 July 2010, 2010.

• Xianming Liu, Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao. Image interpolation via regularized local linear regression. Proceedings of the Picture Coding Symposium, PCS 2010, Nagoya, Japan, December 8-10, 2010, 2010.

• Yue Wang, Tingting Jiang, Siwei Ma, Wen Gao. Image quality assessment based on local orientation distributions. Proceedings of the Picture Coding Symposium, PCS 2010, Nagoya, Japan, December 8-10, 2010, 2010.

• Ruiqin Xiong, Wenpeng Ding, Siwei Ma, Wen Gao. Improved autoregressive image model estimation for directional image interpolation. Proceedings of the Picture Coding Symposium, PCS 2010, Nagoya, Japan, December 8-10, 2010, 2010.

• Yongbing Zhang, Jian Zhang, Ruiqin Xiong, Debin Zhao, Siwei Ma. Low bit-rate image coding via interpolation oriented adaptive down-sampling. Visual Communications and Image Processing 2010, VCIP 2010, Huangshan, China, 11-14 July 2010, 2010.

• Xin Zhao, Xinfeng Zhang, Li Zhang, Siwei Ma, Wen Gao. Low-Complexity and Sampling-Aided Multi-view Video Coding at Low Bitrate. Advances in Multimedia Information Processing - PCM 2010 - 11th Pacific Rim Conference on Multimedia, Shanghai, China, September 2010, Proceedings, Part II, 2010.

• Luhong Liang, Shiqi Wang, Jianhua Chen, Siwei Ma, Debin Zhao, Wen Gao. No-reference perceptual image quality metric using gradient profiles for JPEG2000. Signal Process. Image Commun., 2010.

• Xin Zhao, Jun Sun, Siwei Ma, Wen Gao. Novel Statistical Modeling, Analysis and Implementation of Rate-Distortion Estimation for H.264/AVC Coders. IEEE Trans. Circuits Syst. Video Technol., 2010.

• Li Zhang, Siwei Ma, Wen Gao. Position dependent linear intra prediction for image coding. Proceedings of the International Conference on Image Processing, ICIP 2010, September 26-29, Hong Kong, China, 2010.

• Xin Zhao, Li Zhang, Siwei Ma, Wen Gao. Rate-distortion optimized transform for intra-frame coding. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, USA, 2010.

• Yanwei Liu, Qingming Huang, Siwei Ma, Debin Zhao, Wen Gao. RD-optimized interactive streaming of multiview video with multiple encodings. J. Vis. Commun. Image Represent., 2010.

• Xinfeng Zhang, Ruiqin Xiong, Siwei Ma, Li Zhang, Wen Gao. Robust video super-resolution with registration efficiency adaptation. Visual Communications and Image Processing 2010, VCIP 2010, Huangshan, China, 11-14 July 2010, 2010.

• Xianming Liu, Debin Zhao, Siwei Ma, Wen Gao. Side information enhancement via texture and motion activity analysis in distributed video coding. Visual Communications and Image Processing 2010, VCIP 2010, Huangshan, China, 11-14 July 2010, 2010.

• Shiqi Wang, Siwei Ma, Wen Gao. SSIM based perceptual distortion rate optimization coding. Visual Communications and Image Processing 2010, VCIP 2010, Huangshan, China, 11-14 July 2010, 2010.

• Xiaoming Li, Lianlian Jiang, Siwei Ma, Debin Zhao, Wen Gao. Template based illumination compensation algorithm for multiview video coding. Visual Communications and Image Processing 2010, VCIP 2010, Huangshan, China, 11-14 July 2010, 2010.

• Xinguang Xiang, Yongbing Zhang, Debin Zhao, Siwei Ma, Wen Gao. A high efficient error concealment scheme based on auto-regressive model for video coding. 2009 Picture Coding Symposium, PCS 2009, Chicago, IL, USA, May 6-8, 2009, 2009.

• Luhong Liang, Jianhua Chen, Siwei Ma, Debin Zhao, Wen Gao. A no-reference perceptual blur metric using histogram of gradient profile sharpness. Proceedings of the International Conference on Image Processing, ICIP 2009, 7-10 November 2009, Cairo, Egypt, 2009.

• Ling Yang, Li Zhang, Siwei Ma, Debin Zhao. A ROI quality adjustable rate control scheme for low bitrate video coding. 2009 Picture Coding Symposium, PCS 2009, Chicago, IL, USA, May 6-8, 2009, 2009.

• Yongbing Zhang, Debin Zhao, Siwei Ma, Ronggang Wang, Wen Gao. An auto-regressive model for checkboard splitting based Wyner-Ziv coding. 2009 Picture Coding Symposium, PCS 2009, Chicago, IL, USA, May 6-8, 2009, 2009.

• Siwei Ma, Li Zhang, Xinfeng Zhang, Wen Gao. Block Adaptive Super Resolution Video Coding. Advances in Multimedia Information Processing - PCM 2009, 10th Pacific Rim Conference on Multimedia, Bangkok, Thailand, December 15-18, 2009 Proceedings, 2009.

• Yanwei Liu, Siwei Ma, Qingming Huang, Debin Zhao, Wen Gao, Nan Zhang. Compression-Induced Rendering Distortion Analysis for Texture/Depth Rate Allocation in 3D Video Compression. 2009 Data Compression Conference (DCC 2009), 16-18 March 2009, Snowbird, UT, USA, 2009.

• Yongpeng Li, Debin Zhao, Siwei Ma, Wen Gao. Distributed Video Coding Based on the Human Visual System. IEEE Signal Process. Lett., 2009.

• Jian Zhang, Siwei Ma, Yongbing Zhang, Debin Zhao. Fast and Effective Interpolation Using Median Filter. Advances in Multimedia Information Processing - PCM 2009, 10th Pacific Rim Conference on Multimedia, Bangkok, Thailand, December 15-18, 2009 Proceedings, 2009.

• Nan Zhang, Siwei Ma. H.264/AVC-Based Depth Map Sequence Coding Using Improved Loop-filter. Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2009), Kyoto, Japan, 12-14 September, 2009, Proceedings, 2009.

• Guangyao Cao, Luhong Liang, Siwei Ma, Debin Zhao. Image Quality Assessment Using Spatial Frequency Component. Advances in Multimedia Information Processing - PCM 2009, 10th Pacific Rim Conference on Multimedia, Bangkok, Thailand, December 15-18, 2009 Proceedings, 2009.

• Hongbin Liu, Yongpeng Li, Xianming Liu, Siwei Ma, Debin Zhao, Wen Gao. Improved low delay distributed video coding. 2009 Picture Coding Symposium, PCS 2009, Chicago, IL, USA, May 6-8, 2009, 2009.

• Xianming Liu, Debin Zhao, Yongbing Zhang, Siwei Ma, Qingming Huang, Wen Gao. Joint learning for side information and correlation model based on linear regression model in distributed video coding. Proceedings of the International Conference on Image Processing, ICIP 2009, 7-10 November 2009, Cairo, Egypt, 2009.

• Yanwei Liu, Qingming Huang, Siwei Ma, Debin Zhao, Wen Gao. Joint video/depth rate allocation for 3D video coding based on view synthesis distortion model. Signal Process. Image Commun., 2009.

• Xianming Liu, Yongbing Zhang, Yongpeng Li, Hongbin Liu, Siwei Ma, Debin Zhao. Local adaptive learning and fusion for side information interpolation in distributed video coding. 2009 Picture Coding Symposium, PCS 2009, Chicago, IL, USA, May 6-8, 2009, 2009.

• Yongpeng Li, Siwei Ma, Debin Zhao, Wen Gao. Modeling Correlation Noise Statistics at Decoder for Multi-view Distributed Video Coding. International Symposium on Circuits and Systems (ISCAS 2009), 24-17 May 2009, Taipei, Taiwan, 2009.

• Yongpeng Li, Hongbin Liu, Xianming Liu, Siwei Ma, Debin Zhao, Wen Gao. Multi-hypothesis based multi-view distributed video coding. 2009 Picture Coding Symposium, PCS 2009, Chicago, IL, USA, May 6-8, 2009, 2009.

• Xinfeng Zhang, Siwei Ma, Yongbing Zhang, Li Zhang, Wen Gao. Nonlocal Edge-Directed Interpolation. Advances in Multimedia Information Processing - PCM 2009, 10th Pacific Rim Conference on Multimedia, Bangkok, Thailand, December 15-18, 2009 Proceedings, 2009.

• Nan Zhang, Siwei Ma, Wen Gao. Shape-Based Depth Map Coding. Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2009), Kyoto, Japan, 12-14 September, 2009, Proceedings, 2009.

• Hongbin Liu, Yongpeng Li, Xianming Liu, Siwei Ma, Debin Zhao, Wen Gao. Two-pass reconstruction in distributed video coding. 2009 Picture Coding Symposium, PCS 2009, Chicago, IL, USA, May 6-8, 2009, 2009.

• Erli Zhang, Debin Zhao, Yongbing Zhang, Hongbin Liu, Siwei Ma, Ronggang Wang. A JND Guided Foveation Video Coding. Advances in Multimedia Information Processing - PCM 2008, 9th Pacific Rim Conference on Multimedia, Tainan, Taiwan, December 9-13, 2008. Proceedings, 2008.

• Jianhua Chen, Yongbing Zhang, Luhong Liang, Siwei Ma, Ronggang Wang, Wen Gao. A No-Reference Blocking Artifacts Metric Using Selective Gradient and Plainness Measures. Advances in Multimedia Information Processing - PCM 2008, 9th Pacific Rim Conference on Multimedia, Tainan, Taiwan, December 9-13, 2008. Proceedings, 2008.

• Xiaoming Li, Debin Zhao, Siwei Ma, Wen Gao. Fast disparity and motion estimation based on correlations for multiview video coding. IEEE Trans. Consumer Electron., 2008.

• Lin Ma, Feng Wu, Debin Zhao, Wen Gao, Siwei Ma. Learning-Based Image Restoration for Compressed Image through Neighboring Embedding. Advances in Multimedia Information Processing - PCM 2008, 9th Pacific Rim Conference on Multimedia, Tainan, Taiwan, December 9-13, 2008. Proceedings, 2008.

• Yue Wang, Jun Sun, Siwei Ma, Wen Gao. Theoretic Analysis of Inter Frame Dependency in Video Coding. Advances in Multimedia Information Processing - PCM 2008, 9th Pacific Rim Conference on Multimedia, Tainan, Taiwan, December 9-13, 2008. Proceedings, 2008.

• Wen Gao, Siwei Ma, Cliff Reader. An End-to-End Application System of AVS: AVS-IPTV in China. Advances in Multimedia Information Processing - PCM 2007, 8th Pacific Rim Conference on Multimedia, Hong Kong, China, December 11-14, 2007, Proceedings, 2007.

• Qiang Wang, Debin Zhao, Siwei Ma, Wen Gao. An Enhanced Robust Entropy Coder for Video Codecs Based on Context-Adaptive Reversible VLC. 2007 Data Compression Conference (DCC 2007), 27-29 March 2007, Snowbird, UT, USA, 2007.

• Yu Hu, Qing Li, Siwei Ma, C. -C. Jay Kuo. Decoder-Friendly Adaptive Deblocking Filter (DF-ADF) Mode Decision in H.264/AVC. International Symposium on Circuits and Systems (ISCAS 2007), 27-20 May 2007, New Orleans, Louisiana, USA, 2007.

• Jong Dae Oh, Siwei Ma, C. -C. Jay Kuo. Disparity Estimation and Virtual View Synthesis from Stereo Video. International Symposium on Circuits and Systems (ISCAS 2007), 27-20 May 2007, New Orleans, Louisiana, USA, 2007.

• Yunyang Dai, Qi Zhang, Siwei Ma, C. -C. Jay Kuo. Enlarged Block Sizes and Motion Search Ranges for High Definition Video Coding. Proceedings of the International Conference on Image Processing, ICIP 2007, September 16-19, 2007, San Antonio, Texas, USA, 2007.

• Siwei Ma, C. -C. Jay Kuo. High-definition video coding with super-macroblocks. Visual Communications and Image Processing 2007, VCIP 2007, San Jose, CA, United States, 28 January - 1 February 2007, 2007.

• Qi Zhang, Yunyang Dai, Siwei Ma, C. -C. Jay Kuo. Rate-Distortion (RD) Analysis of Subpel Motion Vector Resolution Selection for Video Coding. Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007, July 2-5, 2007, Beijing, China, 2007.

• Jong Dae Oh, Siwei Ma, C. -C. Jay Kuo. Stereo Matching via Disparity Estimation and Surface Modeling. 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 18-23 June 2007, Minneapolis, Minnesota, USA, 2007.

• Honggang Qi, Wen Gao, Siwei Ma, Debin Zhao. Adaptive Block-Size Transform Based on Extended Integer 8×8/4×4 Transforms for H.264/AVC. Proceedings of the International Conference on Image Processing, ICIP 2006, October 8-11, Atlanta, Georgia, USA, 2006.

• Qi Zhang, Yunyang Dai, Siwei Ma, C. -C. Jay Kuo. Decoder-Friendly Subpel MV Selection for H.264/AVC Video Encoding. Second International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2006), Pasadena, California, USA, December 18-20, 2006, Proceedings, 2006.

• Changsung Kim, Siwei Ma, C. -C. Jay Kuo. Fast H.264 Motion Estimation with Block-Size Adaptive Referencing (BAR). Proceedings of the International Conference on Image Processing, ICIP 2006, October 8-11, Atlanta, Georgia, USA, 2006.

• Yu Hu, Qing Li, Siwei Ma, C. -C. Jay Kuo. Fast H.264/AVC Inter-Mode Decision with RDC Optimization. Second International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2006), Pasadena, California, USA, December 18-20, 2006, Proceedings, 2006.

• Yu Hu, Qing Li, Siwei Ma, C. -C. Jay Kuo. Joint Rate-Distortion-Complexity Optimization for H.264 Motion Search. Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, ICME 2006, July 9-12 2006, Toronto, Ontario, Canada, 2006.

• Siwei Ma, Wen Gao. Low Complexity Integer Transform and Adaptive Quantization Optimization. J. Comput. Sci. Technol., 2006.

• Honggang Qi, Wen Gao, Siwei Ma, Debin Zhao, Xiangyang Ji. Low-Complexity Adaptive Block-Size Transform Based on Extended Transforms. Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, ICME 2006, July 9-12 2006, Toronto, Ontario, Canada, 2006.

• Qiang Wang, Debin Zhao, Wen Gao, Siwei Ma. High Efficient Context-Based Variable Length Coding with Parallel Orientation. Advances in Multimedia Information Processing - PCM 2005, 6th Pacific-Rim Conference on Multimedia, Jeju Island, Korea, November 13-16, 2005, Proceedings, Part I, 2005.

• Qiang Wang, Debin Zhao, Wen Gao, Siwei Ma. Low complexity RDO mode decision based on a fast coding-bits estimation model for H.264/AVC. International Symposium on Circuits and Systems (ISCAS 2005), 23-26 May 2005, Kobe, Japan, 2005.

• Siwei Ma, Wen Gao, Yan Lu. Rate-distortion analysis for H.264/AVC video coding and its application to rate control. IEEE Trans. Circuits Syst. Video Technol., 2005.

• Siwei Ma, Wen Gao, Debin Zhao, Yan Lu. A Study on the Quantization Scheme in H.264/AVC and Its Application to Rate Control. Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30 - December 3, 2004, Proceedings, Part III, 2004.

• Qiang Wang, Debin Zhao, Siwei Ma, Yan Lu, Qingming Huang, Wen Gao. Context-based 2D-VLC for video coding. Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, ICME 2004, 27-30 June 2004, Taipei, Taiwan, 2004.

• Xiangyang Ji, Yan Lu, Debin Zhao, Wen Gao, Siwei Ma. Enhanced direct mode coding for bi-predictive pictures. Proceedings of the 2004 International Symposium on Circuits and Systems, ISCAS 2004, Vancouver, BC, Canada, May 23-26, 2004, 2004.

• Peng Zhang, Debin Zhao, Siwei Ma, Yan Lu, Wen Gao. Multiple modes intra-prediction in intra coding. Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, ICME 2004, 27-30 June 2004, Taipei, Taiwan, 2004.

• Xiangyang Ji, Debin Zhao, Wen Gao, Qingming Huang, Siwei Ma, Yan Lu. New bi-prediction techniques for B pictures coding. Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, ICME 2004, 27-30 June 2004, Taipei, Taiwan, 2004.

• Xiangyang Ji, Debin Zhao, Wen Gao, Yan Lu, Siwei Ma. New scaling technique for direct mode coding in B pictures. Proceedings of the 2004 International Conference on Image Processing, ICIP 2004, Singapore, October 24-27, 2004, 2004.

• Liang Fan, Siwei Ma, Feng Wu. Overview of AVS video standard. Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, ICME 2004, 27-30 June 2004, Taipei, Taiwan, 2004.

• Siwei Ma, Wen Gao, Peng Gao, Yan Lu. Rate control for advance video coding (AVC) standard. Proceedings of the 2003 International Symposium on Circuits and Systems, ISCAS 2003, Bangkok, Thailand, May 25-28, 2003, 2003.

• Siwei Ma, Wen Gao, Feng Wu, Yan Lu. Rate control for JVT video coding scheme with HRD considerations. Proceedings of the 2003 International Conference on Image Processing, ICIP 2003, Barcelona, Catalonia, Spain, September 14-18, 2003, 2003.