Yuqi Zhang 张宇琪

Senior Algorithm Engineer at Baidu Intelligent Driving Group (IDG).

Email: zhangyuqi1991@gmail.com

Biography

• I worked as a senior algorithm engineer at Baidu Intelligent Driving Group since 2012.10.
• I worked as a senior algorithm engineer at DAMO Academy, Alibaba in 2019.07-2022.10.
• In 2019, I received Ph.D. degree in Institute of Automation Chinese Academy of Sciences (CASIA) under the supervision of Prof. Liang Wang.
• In 2014, I received the Bachelor degree from Harbin Institute of Technology(HIT) in Department of Control Science and Engineering.
• My research interests include computer vision, image retrieval, video understanding in surveillance and object tracking.

Activity

• We rank the 1st place for Drawings and abstract Imagery: Representation and Analysis (DIRA) Competition on ECCV 2022. [results]
• CVPR/ECCV 2022 Reviewer
• We rank the 2nd (2/263, top1%) place for Google Landmark Retrieval Competition on ICCV 2021. Also silver medal for Google Landmark Recognition Competition. [kaggle post] [code] [paper] [results][video][slides]
• We rank the 1st place for Multi-camera Multi-Person tracking on ICCV 2021 [results]
• We rank the 1st place for AICITY Challenge Track3 Multi-camera Vehicle Tracking on CVPR 2021. [code] [paper]
• We rank the 1st place for AICITY Challenge Track2 Vehicle Re-Identification on CVPR 2021. [code] [paper]
• We rank the 1st place for Tracking Any Objects(TAO) Challenge on ECCV 2020. [code] [paper]
• We rank the 1st place for Visual Domain Adaptation Challenge(VisDA) on ECCV 2020. [code] [paper]
• We rank the 3rd place for AICITY Challenge Track2 Vehicle Re-Identification on CVPR 2020. [code] [paper]
• We rank 2nd on the Recognition Track for Large Scale 3D Human Activity Analysis Challenge in Depth Videos in ICME 2017 Workshop [Result].
• We rank 2nd on the Detection Track for Large Scale 3D Human Activity Analysis Challenge in Depth Videos in ICME 2017 Workshop [Result].

Publications

• Graph Convolution Based Efficient Re-Ranking for Visual Retrieval
  Yuqi Zhang, Qi Qian, Hongsong Wang, Chong Liu, Weihua Chen, Fan Wang, IEEE Transactions on Multimedia, 2023
• Beyond Classifiers: Remote Sensing Change Detection with Metric Learning
  Yuqi Zhang, Wei Li, Yaohua Wang, Zhibin Wang, Hao Li, Remote Sensing, 2022
• Revisiting instance search: a new benchmark using Cycle Self-Training
  Yuqi Zhang, Chong Liu, Weihua Chen, Xianzhe Xu, Fan Wang, Hao Li, Shiyu Hu, Xin Zhao, Neurocomputing, 2022
• Graph Convolution for Re-ranking in Person Re-identification
  Yuqi Zhang, Qi Qian, Chong Liu, Weihua Chen, Fan Wang, Hao Li, Rong Jin, International Conference on Acoustics, Speech, & Signal Processing(ICASSP), 2022
• Adaptive matching strategy for multi-target multi-camera tracking
  Chong Liu, Yuqi Zhang, Weihua Chen, Fan Wang, Hao Li, Yidong Shen, International Conference on Acoustics, Speech, & Signal Processing(ICASSP), 2022
• Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space
  Yaohua Wang, Yaobin Zhang, Fangyi Zhang, Senzhang Wang, Ming Lin, Yuqi Zhang, Xiuyu Sun, International Conference on Learning Representations(ICLR), 2022
• A comprehensive study on gait biometrics using a joint CNN-based method
  Yuqi Zhang, Yongzhen Huang, Liang Wang, Shiqi Yu, Pattern Recognition(PR), 2019
• Cross-view gait recognition by discriminative feature learning
  Yuqi Zhang, Yongzhen Huang, Shiqi Yu, Liang Wang, IEEE Transactions on Image Processing(TIP), 2019
• Multi-task deep learning for fast online multiple object tracking
  Yuqi Zhang, Yongzhen Huang, Liang Wang, Asian Conference on Pattern Recognition(ACPR), 2017
• What makes for good multiple object trackers?
  Yuqi Zhang, Yongzhen Huang, Liang Wang, IEEE Conference on Digital Signal Processing(DSP), 2016
• Scene text recognition with deeper convolutional neural networks
  Yuqi Zhang, Wei Wang, Liang Wang, Liuan Wang, IEEE International Conference on Image Processing (ICIP), 2015