Jianfeng Zhang

I am a third year PhD student in the department of Electrical and Computer Engineering at the National University of Singapore. I am a member of Learning and Vision Lab, fortunately supervised by Prof. Jiashi Feng and Prof. Xinchao Wang. Before that, I did my undergraduate studies at Wuhan University, where I worked with Prof. Xiaoping Zhang.

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.

/ Google Scholar / GitHub / LinkedIn

Recent News

[Septemer 2021] One paper accepted by NeurIPS 2021
[August 2021] One paper accepted by TIP
[March 2021] Two papers accepted by CVPR 2021
[September 2020] One paper accepted by NeurIPS 2020
[July 2019] One paper accepted by ICCV 2019

Publications

	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 Tao Wang, Jianfeng Zhang*, Yujun Cai, Shuicheng Yan, Jiashi Feng Neural Information Processing Systems (NeurIPS)*, 2021 arxiv / 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 Kehong Gong, Jianfeng Zhang*, Jiashi Feng Computer Vision and Pattern Recognition (CVPR), 2021 (Oral Presentation)* (Best Paper Candidate) arxiv / 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 / 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 / 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