About

I am a fourth-year Ph.D. student at the University of Michigan, Ann Arbor, advised by Prof. Jia Deng. Previously, I received my B. Eng degree from Zhejiang University under the supervision of Prof. Guofeng Zhang. I am currently visiting Jia's lab at Princeton University.

I am interested in recovering 3D properties from images with deep learning, especially in how to efficiently collect high-quality 3D annotations from the Internet to train 3D-perception networks.

[Curriculum Vitae]

Publications

Learning Single-Image Depth from Videos using Quality Assessment Networks

Weifeng Chen, Jia Deng
arXiv:1806.09573
[paper][project site]

Surface Normals in the Wild

Weifeng Chen, Donglai Xiang, Jia Deng
International Conference on Computer Vision (ICCV), 2017.
[paper][dataset][code]

Invited [poster] at the Bridges to 3D Workshop, CVPR 2018

Multi-Viewpoint Panorama Construction with Wide-Baseline Images

Guofeng Zhang, Yi He, Weifeng Chen, Jiaya Jia and Hujun Bao
IEEE Transactions on Image Processing (TIP), 2016.
[paper]

High-Quality Depth Recovery via Interactive Multi-View Stereo

Weifeng Chen, Guofeng Zhang, Xiaojun Xiang, Jiaya Jia and Hujun Bao
International Conference on 3D Vision (3DV), 2014.
[paper]