Zhenbo Xu (徐振博)
Computer Vision Engineer
Hangzhou Innovation Institute, Beihang University

About Me

Currently, I am a computer vision engineer in Hangzhou Innovation Institute, Beihang University. In 2021, I received my Ph.D. in Computer Science from the University of Science and Technology of China. My research centers around Food calculation, MOTS and 3D Object Detection. I’m interested in weakly supervised learning and self-supervised learning. I've published articles in top-tier journals and conferences, including TPAMI,ICCV,CVPR,AAAI,ECCV. During my Ph.D. period, I served as a reviewer for TIP/ECCV and other journals/conferences. I also had a great time researching computer vision at Department of Computer Vision Technology (VIS), Baidu Inc.

News

  • 2021.12: One paper accepted by AAAI2022. 😊
  • 2021.07: One paper accepted by ICCV2021. 😊
  • 2021.06: Graduated with a Ph.D. in Computer Science from the University of Science and Technology of China. 🎓
  • 2021.06: One paper accepted by TPAMI2021.
  • 2020.07: One paper was accepted for Oral presentation on ECCV2020.
  • 2020.06: We rank first in the Track 2 of the CVPR MOTChallenge 2020.
  • 2019.12: One paper was accepted for Oral presentation on AAAI2020.
  • 2018.07: One paper accepted by ECCV2018.
  • 2018.07: One paper was accepted for Oral presentation on SECON2018.
  • 2016.06: Graduated with a B.S. in Computer Science from the University of Science and Technology of China.

Industrial Experience

  • Mar. 2019 - May. 2020, Research Intern, Baidu Research & Baidu VIS, hosted by Wei Zhang and Xiao Tan

Publications

PointTrackV2 for Efficient and Effective Online Multi-Object Tracking and Segmentation
Zhenbo Xu, Wei Yang, ...
Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
[ PDF ] [ Code ]
Continuous Copy-Paste for One-stage Multi-object Tracking and Segmentation
Zhenbo Xu, Wei Yang, ...
International Conference on Computer Vision (ICCV), 2021
[ PDF ] [ Code ]
ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection
Zhenbo Xu, Wei Zhang, Xiaoqing Ye, Xiao Tan, Wei Yang, Shilei Wen, Errui Ding, Ajin Meng, Liusheng Huang
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI ORAL, top 5%), 2020
[ PDF ] [ Code ]
Segment as Points for Efficient Online Multi-Object Tracking and Segmentation
Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Huan Huang, Shilei Wen, Errui Ding, Liusheng Huang
European Conference on Computer Vision (ECCV ORAL), 2020
[ PDF ] [ Code ]
Towards End-to-End License Plate Detection and Recognition: A Large Dataset and Baseline
Zhenbo Xu, Wei Yang, Ajin Meng, Nanxue Lu, Huan Huang, Changchun Ying, Liusheng Huang
European Conference on Computer Vision (ECCV), 2018
[ PDF ] [ Code ]
PointTrack++ for Effective Online Multi-Object Tracking and Segmentation
Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Xiangbo Su, Yuchen Yuan, Hongwu Zhang, Shilei Wen, Errui Ding, Liusheng Huang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR MOTChallenge ORAL), 2020
[ PDF ] [ Code ]
Link Us If You Can: Enabling Unlinkable Communication on the Internet
Zhenbo Xu, Wei Zhang, Yang Xu, Ajin Meng, Jianhua Liu, Qijian He, Liusheng Huang
IEEE International Conference on Sensing, Communication and Networking (SECON ORAL), 2018
[ PDF ] [ Code ]
Revealing the Reciprocal Relations between Self-Supervised Stereo and Monocular Depth Estimation
Zhi Chen, Wei Yang, Zhenbo Xu, ...
International Conference on Computer Vision (ICCV), 2021
[ PDF ] [ Code ]
Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection
Liang Du, Xiaoqing Ye, Xiao Tan, Jianfeng Feng, Zhenbo Xu, Errui Ding, Shilei Wen
International Conference on Computer Vision (ICCV), 2020
[ PDF ] [ Code ]
DCNet: Dense Correspondence Neural Network for 6DoF Object Pose Estimation in Occluded Scenes
Zhi Chen, Wei Yang, Zhenbo Xu, ...
ACM International Conference on Multimedia (ACMMM), 2020
[ PDF ] [ Code ]
POINTER NETWORKS FOR ARBITRARY-SHAPED TEXT SPOTTING
Yi Zhang, Wei Yang, Zhenbo Xu, ...
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
[ PDF ] [ Code ]
MASK4D: 4D CONVOLUTION NETWORK FOR LIGHT FIELD OCCLUSION REMOVAL
Yingjie Li, Wei Yang, Zhenbo Xu, ...
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
[ PDF ] [ Code ]
ADVERSARIAL ATTACKS ON OBJECT DETECTORS WITH LIMITED PERTURBATIONS
Zhenbo Shi, Wei Yang, Zhenbo Xu, ...
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
[ PDF ] [ Code ]
VK-NET: CATEGORY-LEVEL POINT CLOUD REGISTRATION WITH UNSUPERVISED ROTATION INVARIANT KEYPOINTS
Zhi Chen, Wei Yang, Zhenbo Xu, ...
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
[ PDF ] [ Code ]

Contests

Awards

  • Excellent Graduates of University of Science and Technology of China, 2021
  • Excellent Graduates of Anhui Province, China, 2021
  • National Scholarship, 2020
  • Honorary Certificate of Graduate Academic Forum of School of Computer Science, University of Science and Technology of China, 2020
  • The Most Outstanding Intern in Baidu (only 2 recipient in the Department), 2019
  • YuanQian Scholarship, 2019
  • DuShuHu, Suzhou Scholarship, 2018

    • Academic Activities

    Presentation


  • AAAI 2020 Oral presentation
  • ECCV 2020 Oral presentation
  • CVPRW 2020 Oral presentation
  • SECON 2018 Oral presentation

    • Reviewer


  • European Conference on Computer Vision (ECCV)
  • IEEE Transactions on Image Processing (TIP)

    • Girl Friend

    Ajin Meng ❤️

    Last Updated on 5 Aug, 2021

    Published with GitHub Pages