研究方向
視頻編碼、視覺感知理解、具身智能與機器人
個人簡介
在視頻技術與人工智能領域發表論文30餘篇，申請發明專利40餘項，國際标準技術提案40餘項，曾任國際視頻編碼标準組JVET智能編碼專題組副主席。2014年于複旦大學獲學士學位，2019年于beat365獲博士學位，曾任職于阿裡巴巴達摩院，入選“阿裡星”計劃與達摩院“前沿研究者”計劃。獲評2次國際會議最佳論文獎，beat365“優秀博士學位論文”，北京市優秀畢業生等。
代表論文
[1] Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, “Three-Zone Segmentation-Based Motion Compensation for Video Compression”, IEEE Transactions on Image Processing (TIP), 2019.
[2] Zhao Wang, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma, “Probabilistic Decision Based Block Partitioning for Future Video Coding”, IEEE Transactions on Image Processing (TIP), 2018.
[3] Zhao Wang, Shiqi Wang, Jian Zhang, Siwei Ma, “Adaptive Progressive Motion Vector Resolution Selection Based on Rate–Distortion Optimization”, IEEE Transactions on Image Processing (TIP), 2017.
[4] Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, “Fast QTBT Partitioning Decision for Interframe Coding with Convolution Neural Network”, IEEE International Conference on Image Processing (ICIP), 2018. (Best Student Paper Award)
[5] Bolin Chen*, Zhao Wang*, Binzhe Li, Shiqi Wang, Yan Ye, “Compact Temporal Trajectory Representation for Talking Face Video Compression”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol 33, no 11, 2023.
[6] Shurun Wang*, Zhao Wang*, Shiqi Wang, Yan Ye, “Deep Image Compression Towards Machine Vision: A Unified Optimization Framework”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol 33, no 6, 2023.
[7] Qi Zhang, Shanshe Wang, Xinfeng Zhang, Chuanmin Jia, Zhao Wang, Siwei Ma, Wen Gao, “Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.
[8] Binzhe Li, Bolin Chen, Zhao Wang, Baoliang Chen, Shiqi Wang, Yan Ye, “Quality Harmonization for Virtual Composition in Online Video Communications”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.
[9] Xiaofeng Huang, Ran Tang, Rui Pan, Haibing Yin, Zhao Wang, Siwei Ma, “Parallelized RDOQ Algorithm and Fully Pipelined Hardware Architecture for AVS3 Video Coding”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.
[10] Zhao Wang, Changyue Ma, Ru-Ling Liao, Yan Ye, “Multi-Density Convolutional Neural Network for In-Loop Filter in Video Coding”, Data Compression Conference (DCC), 2021.
