Jianfeng Zhang

I am a third year PhD student in the department of Electrical and Computer Engineering at National University of Singapore. I am a member of Learning and Vision Lab, supervised by Prof. Jiashi Feng and Prof. Xinchao Wang. Before that, I obtained my bachelor degree from School of Mathematics and Statistics at Wuhan University. I also spent wonderful time at Meta Reality Labs, ByteDance and Sea AI Lab.

My research focuses on 3D Human Digitization, including virtual human character, photo-realistic rendering, human pose estimation and their related application. I am open to discussion or collaboration. Please drop me an email if you're interested.

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Recent News
  • [March 2022] One paper accepted to CVPR 2022
  • [Septemer 2021] One paper accepted to NeurIPS 2021
  • [August 2021] One paper accepted to TIP
  • [March 2021] Two papers accepted to CVPR 2021.
  • [September 2020] One paper accepted to NeurIPS 2020
  • [July 2019] One paper accepted to ICCV 2019

Publications
PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision
Kehong Gong*, Bingbing Li*, Jianfeng Zhang*, Tao Wang*, Jing Huang, Bi Mi, Jiashi Feng, Xinchao Wang
Computer Vision and Pattern Recognition (CVPR), 2022
Oral Presentation
arxiv / supp / video / project page / code / bibtex

Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering
Mingfei Chen, Jianfeng Zhang, Xiangyu Xu, Lijuan Liu, Jiashi Feng, Shuicheng Yan
Preprint, 2021
arxiv / project page / code

Direct Multi-view Multi-person 3D Pose Estimation
Jianfeng Zhang*, Tao Wang*, Yujun Cai, Shuicheng Yan, Jiashi Feng
Neural Information Processing Systems (NeurIPS), 2021
arxiv / supp / project page / code / bibtex

Spatial-Aware Texture Transformer for High-Fidelity Garment Transfer
Ting Liu, Jianfeng Zhang, Xuecheng Nie, Yunchao Wei, Shikui Wei, Yao Zhao, Jiashi Feng
IEEE Transactions on Image Processing (TIP), 2021
pdf / bibtex

PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation
Jianfeng Zhang*, Kehong Gong*, Jiashi Feng
Computer Vision and Pattern Recognition (CVPR), 2021
Oral Presentation, Best Paper Candidate
arxiv / supp / project page / code / bibtex

Body Meshes as Points
Jianfeng Zhang, Dongdong Yu, Jun Hao Liew, Xuecheng Nie, Jiashi Feng
Computer Vision and Pattern Recognition (CVPR), 2021
arxiv / supp / project page / code / bibtex

Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation
Jianfeng Zhang, Xuecheng Nie, Jiashi Feng
Neural Information Processing Systems (NeurIPS), 2020
arxiv / supp / bibtex

Single-stage Multi-person Pose Machines
Xuecheng Nie, Jianfeng Zhang, Shuicheng Yan, Jiashi Feng
International Conference on Computer Vision (ICCV), 2019
arxiv / code / bibtex

Developing a LSTM based Model for Predicting Water Table Depth
Jianfeng Zhang, Yan Zhu, Xiaoping Zhang, Ming Ye, Jinzhong Yang
Journal of Hydrology, 2018
pdf / code / bibtex

Projects


Deeplab V3+ in PyTorch


Deep Grabcut


Action Recognition Toolbox


Interactive Segmentation


© Jianfeng Zhang | Last updated: 12/2021