About me
I am an PhD Student at the School of Computer Science, Huazhong University of Science and Technology, in the HUST Media Lab. I major in Computer Science and my research interests lie in the areas of computer vision, visual object tracking, and multi object tracking.
Education
- B.S. in Computer Science, University of Electronic Science and Technology of China, 2016
- M.S. in Computer Science, Huazhong University of Science and Technology, 2019
- Ph.D in Computer Science, Huazhong University of Science and Technology, 2023
Award and Service
- ACM Chengdu Chapter Outstanding Student
- Outstanding Doctoral Scholarship
- Reviewer : CVPR23, ICCV23, TCSVT
Publications
Compact Transformer Tracker with Correlative Masked Modeling Zikai Song, Run Luo, Junqing Yu*, Yi-Ping Phoebe Chen, Wei Yang* AAAI,2023 (Oral Presentation) arXiv / Code We demonstrate the basic vision transformer (ViT) architecture is sufficient for visual tracking with correlative masked modeling for information aggregation enhancement. | |
Transformer Tracking with Cyclic Shifting Window Attention Zikai Song, Junqing Yu*, Yi-Ping Phoebe Chen, Wei Yang CVPR, 2022 arXiv / Code CSWinTT is a new transformer architecture with multi-scale cyclic shifting window attention for visual object tracking, elevating the attention from pixel to window level. | |
Distractor-Aware Tracker with a Domain-Special Optimized Benchmark for Soccer Player Tracking Zikai Song, Zhiwen Wan, Wei Yuan, Ying Tang, Junqing Yu, Yi-Ping Phoebe Chen ICMR, 2021 Project Page / Paper We proposed a distractor-aware player tracking algorithm and a high-quality benchmark for soccer play tracking, deal with occlusion and similar distractors in soccer scenes. | |
Fine-Grain Level Sports Video Search Engine Zikai Song, Junqing Yu, Hengyou Cai, Yangliu Hu, Yi-Ping Phoebe Chen MultiMedia Modeling, 2020 Paper We designed and developed a sports video search engine based on distributed architecture, aimimng to provide content-based video analysis and retrieval services | |
SSET: a dataset for shot segmentation, event detection, player tracking in soccer videos Na Feng, Zikai Song, Junqing Yu, Yi-Ping Phoebe Chen, Yizhu Zhao, Yunfeng He, Tao Guan Multimedia Tools and Applications, 2020 Project Page / Paper We construct a soccer dataset named Soccer Dataset for Shot, Event, and Tracking, to meet the research needs of shot segmentation, event detection and player tracking | |
Comprehensive dataset of broadcast soccer videos Junqing Yu, Aiping Lei, Zikai Song, Tingting Wang, Hengyou Cai, Na Feng MIPR, 2018 Project Page / Paper We focus on broadcast soccer videos and present a comprehensive dataset for analysis, including shot boundaries, event annotations, and bounding boxes. |