Yuantong Zhang's Personal Homepage

I am currently a PhD student, and my advisor is Professor Zhenzhong Chen.

Education

2017 ~ 2021: Bachelor of Engineering in Computer Science and Technology, Wuhan University

2021 ~ Present: PhD Candidate in Photogrammetry and Remote Sensing, Wuhan University

Research interests

  • Video and image processing (video frame interpolation, video super-resolution, low-light enhancement, etc.)
  • Video compression

Papers

  • Weijie Bao Yuantong Zhang, Jianghao Jia, Zhenzhong Chen, Shan Liu: Joint Reference Frame Synthesis and Post Filter Enhancement for Versatile Video Coding. CoRR abs/2404.18058 (2024)

  • Yuantong Zhang, Huairui Wang, Han Zhu, Zhenzhong Chen: Optical Flow Reusing for High-Efficiency Space-Time Video Super Resolution. IEEE Trans. Circuits Syst. Video Technol. 33(5): 2116-2128 (2023)

  • Yuantong Zhang, Huairui Wang, Zhenzhong Chen: Controllable Space-Time Video Super-Resolution via Enhanced Bidirectional Flow Warping. VCIP 2022

  • Yuantong Zhang, Daiqin Yang, Zhenzhong Chen, Wenpeng Ding: Continuous Space-Time Video Super-Resolution with Multi-stage Motion Information Reorganization. ACM Transactions on Multimedia Computing Communications and Applications.

  • Yuantong Zhang, Baoxin Teng, Daiqin Yang, Zhenzhong Chen, Haichuan Ma, Gang Li, Wenpeng Ding: Learning a Single Convolutional Layer Model for Low Light Image Enhancement. IEEE Trans. Circuits Syst. Video Technol. early access 2024

  • Yuantong Zhang, Hanyou Zheng, Daiqin Yang, Zhenzhong Chen, Haichuan Ma, Wenpeng Ding: Space-Time Video Super-resolution with Neural Operator. CoRR abs/2404.06036 (2024)

  • Yuantong Zhang, Nianxiang Fu , et al. Learned Image Compression with Enhanced Dynamic Spatial Aggregation and Asymmetric Entropy model VCIP 2023

  • Jianghao Jia, Yuantong Zhang, Han Zhu, Zhenzhong Chen, Zizheng Liu, Xiaozhong Xu, and Shan Liu: Deep Reference Frame Generation Method for VVC Inter Prediction Enhancement. IEEE Trans. Circuits Syst. Video Technol. early access 2024

  • Li, Yawei, et al. "NTIRE 2023 challenge on efficient super-resolution: Methods and results." CVPR workshop. 2023.

  • Jie Yang, Yuantong Zhang, et al An Efficient Method for Real-Time Image Exposure Correction VCIP 2023

  • Wenhui Meng, Yuantong Zhang, et al Towards Lightweight Deep Reference Frame for Versatile Video Coding VCIP 2023

  • Chengzhuo Gui, Yuantong Zhang, Weijie Bao, Zhenzhong Chen, Huairui Wang and Shan Liu Deep Reference Frame for Versatile Video Coding with Structural Re-parameterization VCIP 2024

  • Yifei Long, Yuantong Zhang, Daiqin Yang, Zhenzhong Chen, Huairui Wang, Shan Liu Lightweight Arbitrary-Scale Super-Resolution of Remote Sensing Images via Super-Scale Feature VCIP 2024

  • Jie Yang, Yuantong Zhang, Zhenzhong Chen and Daiqin Yang An illumination-guided dual-domain network for image exposure correction JVCIR 2024

Proposals

  • ISO/IEC JTC 1/SC29/WG1 M96051 Learning-based Image Compression Response to the JPEG AI Call for Proposals Ding Ding, Xiaozhong Xu, Shan Liu, Han Zhu, Yuantong Zhang, Huairui Wang, Zhenzhong Chen

  • ISO/IEC JTC 1/SC29/WG1 M96050 Task-driven end-to-end image compression Response to the JPEG AI Call for Proposals Ding Ding, Xiaozhong Xu, Shan Liu, Han Zhu, Yuantong Zhang, Huairui Wang, Zhenzhong Chen

  • JVET-AB0114 AHG11: Deep Reference Frame Generation for Inter Prediction Enhancement Jianghao Jia,Yuantong Zhang,Han Zhu,Zhenzhong Chen,Zizheng Liu,Liqiang Wang,Xiaozhong Xu,Shan Liu

  • JVET-AC0114 AHG11: Deep Reference Frame Generation for Inter Prediction Enhancement Jianghao Jia, Yuantong Zhang, Han Zhu, Zhenzhong Chen, Zizheng Liu, Xiaozhong Xu, Shan Liu

  • JVET-AD0160 EE1-2.1: Deep Reference Frame Generation for Inter Prediction Enhancement Jianghao Jia, Yuantong Zhang, Han Zhu, Zhenzhong Chen, Zizheng Liu, Xiaozhong Xu, Shan Liu

  • Weijie Bao, Xin Chen, Jianghao Jia, Yuantong Zhang, Z. Chen, Z. Liu, X. Xu, and S. Liu, “EE1-2.1: Deep Reference Frame Generation for Inter Prediction Enhancement,” JVET-AF0208, Oct. 2023.

  • Weijie Bao, Wenhui Meng, Jianghao Jia, Yuantong Zhang, H. Wang, Z. Chen, Z. Liu, X. Xu, and S. Liu, “EE1-5.1: Deep Reference Frame Generation for Inter Prediction Enhancement,” JVET-AE0112, July 2023.

Patents

  • A Real-Time Pedestrian Detection Method Using Background Modeling for Data Enhancement (一种利用背景建模增强数据的实时行人检测方法)

  • A Cloud-Based Cooperative Adaptive Image Super-Resolution Method (一种基于云端协同的自适应图像超分方法)

  • A Cloud-Based Cooperative Low-Light Enhancement Method for RTC Live Streaming Scenarios (一种面向RTC直播场景的云端协同图像暗光增强方法)

Honors

  • 2021: Advanced Individual in the China Graduate Innovation Practice Series Competition (中国研究生创新实践系列大赛先进个人)

  • 2021 - 2022 First-Class Excellent Academic Scholarship (一等优秀学业奖学金)

  • 2022 - 2023 Lei Jun Scholarship (雷军腾飞奖学金)

  • 2023 - 2024 First-Class Excellent Academic Scholarship (一等优秀学业奖学金)

  • 2023 - 2024 Lei Jun Scholarship (雷军腾飞奖学金)