Weicai Ye

Weicai Ye(叶伟才)

Ph.D. student

ZJU3DV | Zhejiang University

Biography

I’m a fifth-year (2018-) Ph.D. student in the 3D Vision Group, State Key Lab of CAD & CG, Zhejiang University (ZJU), supervised by Prof. Hujun Bao and Prof. Guofeng Zhang. I obtained my bachelor's degree in Computer Software Engineering from University of Electronic Science and Technology of China (UESTC) in 2018.

Currently, I am a visiting researcher in the Computer Vision and Geometry Group (CVG), ETH Zurich, advised by Prof. Marc Pollefeys. My research area lies in the field of Computer Vision, Computer Graphics, and Machine Learning, particularly in 3D Vision. My research goal is to make computers (robotics) learn to perceive, localize, reconstruct, reason, and interact with the real world.

Interests
  • SLAM
  • Neural Rendering
  • Reconstruction (3D/4D/Dynamic)
  • Visual Localization
  • Scene Understanding
Education
  • Visiting PhD in 3D Vision, 2022 ~ 2023

    CVG, ETH Zurich

  • PhD in Computer Science and Technology, 2018 ~ 2023 (expected)

    Zhejiang University (ZJU)

  • BSc in Computer Software Engineering, 2014 ~ 2018

    University of Electronic Science and Technology of China (UESTC)

Preprints

IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View Synthesis
Weicai Ye, Shuo Chen, Chong Bao, Hujun Bao, Marc Pollefeys, Zhaopeng Cui, and GuofengZhang
PVO: Panoptic Visual Odometry
Weicai Ye, Xinyue Lan, Shuo Chen, Yuhang Ming, Xingyuan Yu, Zhaopeng Cui, Hujun Bao, and GuofengZhang
DeFlowSLAM: Self-Supervised Scene Motion Decomposition for Dynamic Dense SLAM
Weicai Ye, Xingyuan Yu, Xinyue Lan, Yuhang Ming, Jinyu Li, Zhaopeng Cui, Hujun Bao, GuofengZhang
PR-SLAM: Simultaneous Localization and Mapping with Planar Reconstruction
Dong Wu, Haomin Liu, Weicai Ye, Longrui Dong, Guofeng Zhang and Hongbin Zha
Improving Feature-based Visual Localization by Geometry-Aided Matching
Hailin Yu, Youji Feng, Weicai Ye, Mingxuan Jiang, Hujun Bao, and Guofeng Zhang
Hybrid Tracker with Pixel and Instance for Video Panoptic Segmentation
Weicai Ye, Xinyue Lan, Ge Su, Zhaopeng Cui, Hujun Bao, and Guofeng Zhang

Publications

SuperPlane: 3D Plane Detection and Description from a Single Image
Weicai Ye, Hai Li, Tianxiang Zhang, Xiaowei Zhou, Hujun Bao, and Guofeng Zhang
ARCargo: Multi-Device Integrated Cargo Loading Management System with Augmented Reality
Tianxiang Zhang, Chong Bao, Hongjia Zhai, Jiazhen Xia, Weicai Ye, and Guofeng Zhang
Saliency Guided Subdivision for Single-View Mesh Reconstruction
Hai Li*, Weicai Ye*, Guofeng Zhang, Sanyuan Zhang and Hujun Bao (* equal contribution)
Learning Bipartite Graph Matching for Camera Localization
Hailin Yu, Weicai Ye, Youji Feng, Hujun Bao, Guofeng Zhang

Awards & Honors

  • 2022 Academic Rising Star at Zhejiang University.
  • 2021 Best Paper Finalist Award on Safety, Security, and Rescue Robotics in memory of Motohiro Kisoi (IROS2021).
  • 2020 5th of ECCV GigaVision Challenge.
  • 2020 6th among 1945 teams in the Taobao Live Product Identification Contest.
  • 2019 Zhijun He Outstanding Scholarship.
  • 2019 Chiang Chen Industrial Charity Foundation Grant.
  • 2018 Champion of 2018 Cloudwalk Headcount Challenge with 31,500¥ Bonus.
  • 2017 National Encouragement Scholarship, Ranked 3rd of the 111 Students.
  • 2017 Meritorious Winner in Mathematical Contest Modeling.
  • 2016 First Prize in Sichuan Province Contest District in China Undergraduate Mathematical Contest in Modeling.

Teaching

I am (/was) a teaching assistant at ZJU:

Service

Conference reviewer

  • NeurIPS, CVPR, ECCV, ICRA, IROS, VR, ISMAR, AAAI, BMVC

Collaborators

Mentored 4+ Junior Researchers at TUM, PKU, and ZJU, etc.