Research
I'm interested in computational imaging and 3D vision. More specifically, I focus on the following topics: 1) Computational Imaging with Dual-Lens Systems; 2) Domain Generalization for Medical Image Analysis Algorithms; 3) SPAD for Photon-Efficient Imaging and None-Line-of-Sight Imaging; 4) Event-Based High-Speed 3D Reconstruction.
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Degradation-agnostic Correspondence from Resolution-asymmetric Stereo
Xihao Chen,
Zhiwei Xiong,
Zhen Cheng,
Jiayong Peng,
Yueyi Zhang,
Zhengjun Zha
CVPR, 2022
paper
video
The first unsupervised learning method for correspondence (depth) estimation from resolution-asymmetric stereo images.
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An Unsupervised Style Normalization Method for Cytopathology Images
Xihao Chen
Jingya Yu, Shenghua Cheng, Xiebo Geng, Sibo Liu, Wei Han, Junbo Liu, Li Chen, Xiuli Liu,
Shaoqun Zeng
Computational and Structural Biotechnology Journal, 2021
paper
This style normalization method not only helps downstream model generalize better, but also improve the visual experience of pathologists.
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