研究方向
视频编码、视觉感知理解、具身智能与机器人
个人简介
在视频技术与人工智能领域发表论文30余篇，申请发明专利40余项，国际标准技术提案40余项，曾任国际视频编码标准组JVET智能编码专题组副主席。2014年于复旦大学获学士学位，2019年于北京大学获博士学位，曾任职于阿里巴巴达摩院，入选“阿里星”计划与达摩院“前沿研究者”计划。获评2次国际会议最佳论文奖，北京大学“优秀博士学位论文”，北京市优秀毕业生等。
代表论文
[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.
