Hongwei Yi

I am a PhD student (2020.09-) at the Perceiving Systems Department of Max Planck Institute for Intelligent Systems, jointly supervised by Michael J. Black and Siyu Tang. I also work closely with Justus Thies.

My main research focus is understanding our 3D world with computer vision and machine learning, including 3D human (face reconstruction, mark-less motion capture, motion reconstruction/modeling/generation/prediction), 3D scene reconstruction (Multi-View Stereo), and human-scene interaction.

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Publication
prl Human-Aware Object Placement for Visual Environment Reconstruction
Hongwei Yi, Chun-Hao P. Huang, Dimitrios Tzionas, Muhammed Kocabas, Mohamed Hassan, Siyu Tang, Justus Thies, Michael J. Black
CVPR , 2022
project page / demo video / arXiv /

prl Capturing and Inferring Dense Full-Body Human-Scene Contact
Chun-Hao P. Huang, Hongwei Yi, Markus Höschle, Matvey Safroshkin, Tsvetelina Alexiadis, Senya Polikovsky, Daniel Scharstein, Michael J. Black
CVPR , 2022
project page

prl Pyramid Multi-view Stereo Net with Self-adaptive View Aggregation
Hongwei Yi*, Zizhuang Wei*, Mingyu Ding, Runze Zhang, Yisong Chen, Guoping Wang, Yu-Wing Tai (* denotes equal contribution)
ECCV, 2020
code / arXiv /

prl Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
Jianfeng Yan*, Hongwei Yi*, Zizhuang Wei*, Mingyu Ding, Runze Zhang, Yisong Chen, Guoping Wang, Yu-Wing Tai (* denotes equal contribution)
ECCV, 2020
code / arXiv /

prl SegVoxelNet: Exploring Semantic Context and Depth-aware Features for 3D Vehicle Detection from Point Cloud
Hongwei Yi, Shaoshuai Shi, Mingyu Ding, Jiankai Sun, Kui Xu, Hui Zhou, Zhe Wang, Sheng Li, Guoping Wang,
ICRA, 2020
arXiv /

prl Semantic 3D Reconstruction with Learning MVS and 2D Segmentation of Aerial Images
Yao Wang, Zizhuang wei, Hongwei Yi, Yisong Chen, Guoping Wang,
Applied Sciences, 2020
arXiv /

prl Learning Depth-Guided Convolutions for Monocular 3D Object
Mingyu Ding, Yuqi Huo, Hongwei Yi, Zhe Wang, Jianping Shi, Zhiwu Lu, Ping Luo,
CVPR, 2020
arXiv /

prl MMFace: A multi-metric regression network for unconstrained face reconstruction
Hongwei Yi, Chen Li, Qiong Cao, Xiaoyong Shen, Sheng Li, Guoping Wang, Yu-Wing Tai,
CVPR, 2019
arXiv /

Academic Services
Conference Reviewer: CVPR22, ICCV21, 3DV20.
Journal Reviewer: Computers & Graphics.

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