Yiming Xie 谢一鸣

yimingxie@zju.edu.cn
ymxyimingxie@gmail.com
Research Assistant, ZJU
Hangzhou, China
Résumé ∙ GitHub

Latest News

  • [Feb 29, 2021] 1 paper is accepted to CVPR'21
  • [Feb 24, 2020] 1 paper is accepted to CVPR'20
  • [Nov 6, 2018] I will join SenseTime as a research intern.

About Me

I'm currently working as Research Assistant in State Key Lab of CAD & CG, Zhejiang University supervised by Prof. Xiaowei Zhou. Before that, I was a research intern at 3D&AR Group of SenseTime supervised by Jiaming Sun. I received my Bachelor's degree in 2019 from Zhejiang University(ZJU).

Research Interests

My interest lies in 3D computer vision and machine learning with a focus on 3D understanding and reconstruction with a hybrid of geometric and learning-based approaches.

Preprints


You Don’t Only Look Once: Constructing Spatial-Temporal Memory for Integrated 3D Object Detection and Tracking
In submission.

Publications


NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video
Yiming Xie*, Jiaming Sun*, Linghao Chen, Hujun Bao, Xiaowei Zhou. (*-indicates equal contributions)
Computer Vision and Pattern Recognition (CVPR), (Oral Presentation), 2021.
[PDF][Code][Website]

Stereo 3D Object Detection via Shape Prior GuidedInstance Disparity Estimation
Jiaming Sun*, Linghao Chen*, Yiming Xie, Siyu Zhang, Qinhong Jiang, Xiaowei Zhou, Hujun Bao. (*-indicates equal contributions)
Computer Vision and Pattern Recognition (CVPR), 2020.
[PDF][Code]

Talks & Presentations

  • [06/2020] PatchMatch in Multi-View Stereo. (PPTX   PDF   Video)
      @ ZJU-3DV Group

Projects


3D Scene Semantic Modeling
Team work

Deep Scene Flow Estimation with Iterative Soft-argmin and Edge-aware Regression
Proposed an edge-aware policy to improve the over-smoothing problem and utilized contrastive loss to learn a more discriminative descriptor.
Proposed an iterative soft argmin to cope with the multi-modal distributions of cost volume.