Welcome to Jinkai Zheng’s Homepage

• E-mail: zhengjinkai3@hdu.edu.cn
• Github: JinkaiZheng
• Google Scholar: JinkaiZheng

About Me

I am currently a research intern at JD Explore Acamedy working with Dr. Xinchen Liu, Dr. Wu Liu, and Dr. Tao Mei. Meanwhile, I am working toward a Ph.D. degree at the Intelligent Information Processing Laboratory (IIPL), Hangzhou Dianzi University, Zhejiang, China. My supervisors are Prof. Jiyong Zhang and Prof. Chenggang Yan. My research interests include gait recognition, vehicle/person re-identification, and computer vision.

Recent News

• November, 2023, our paper on ACM MM 2023 was selected as Oral.
• August, 2023, the Gait3D-Parsing dataset and the code in our ACM MM 2023 paper are released! Any research can obtain the dataset by signing an agreement.
• August, 2023, one paper was accepted by ACM MM 2023.
• June, 2022, one paper was accepted by ACM MM 2022.
• March, 2022, the Gait3D dataset and the code in our CVPR 2022 paper are released! Any research can obtain the dataset by signing an agreement.
• March, 2022, one paper was acccepted by CVPR 2022.
• July, 2021, I received the qualification of studying abroad sponsored by the China Scholarship Council (CSC).
• May, 2021, our paper on IEEE ISCAS 2021 was selected as MSA-TC “Best Paper Award - Honorable Mention”.
• January, 2021, our paper on gait recognition was accepted as a lecture (oral) presentation by IEEE ISCAS 2021.
• December, 2020, our team won the Championship in NAIC Challenge 2020 AI+Person ReID Track. Congratulations to our teammates Xingyu Liao, Lingxiao He, Peng Cheng, and Guanan Wang!
• August, 2020, we got the fourth place in Visual Domain Adaptation Challenge (VisDA) @ ECCV-2020.
• Octobor, 2020, our paper on ACM MM 2020 was selected as Oral.
• June, 2020, we presented FastReID, a powerful toolbox of instance re-identification for academia and industry. It achieves state-of-the-art performance for both person Re-Id and vehicle Re-Id. Please refer to our PAPER and CODE for more details.

Publications

2023

• Jinkai Zheng, Xinchen Liu, Shuai Wang, Lihao Wang, Chenggang Yan, Wu Liu: Parsing is All You Need for Accurate Gait Recognition in the Wild. ACM MM 2023 (Oral). PROJECT PAPER arXiv CODE

2022

• Jinkai Zheng, Xinchen Liu, Xiaoyan Gu, Yaoqi Sun, Chuang Gan, Jiyong Zhang, Wu Liu, Chenggang Yan: Gait Recognition in the Wild with Multi-hop Temporal Switch. ACM MM 2022. PAPER arXiv CODE

• Jinkai Zheng, Xinchen Liu, Wu Liu, Lingxiao He, Chenggang Yan, Tao Mei: Gait Recognition in the Wild with Dense 3D Representations and A Benchmark. CVPR 2022. PROJECT PAPER arXiv CODE

2021

• Jinkai Zheng, Xinchen Liu, Chenggang Yan, Jiyong Zhang, Wu Liu, Xiaoping Zhang, Tao Mei: TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait Recognition. IEEE ISCAS 2021 (MSA-TC Best Paper Award - Honorable Mention) PAPER arXiv CODE

2020

• Xinchen Liu, Wu Liu, Jinkai Zheng, Chenggang Yan, Tao Mei: Beyond the Parts: Learning Multi-view Cross-part Correlation for Vehicle Re-identification. ACM MM 2020 (Oral) PROJECT PAPER arXiv CODE

CodeBase

• Project participant: FastReID: a Pytorch Toolbox for General Instance Re-identification, Github 3.1k+ star

Academic Services

• Conference Reviewers:
  • IEEE International Conference on Computer Vision (ICCV 2023)
  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023)
  • IEEE International Conference on Multimedia & Expo (ICME 2022, ICME 2023)
• Journal Reviewers:
  • IEEE Transactions on Multimedia (TMM)
  • IEEE Transactions on Image Processing (TIP)
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)