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

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.