Xihao Chen

I am a master student at University of Science and Technology of China, advised by Prof. Zhiwei Xiong.

I obtained my bachelor's degree at Huazhong University of Science and Technology from 2016 to 2020. I received research training at Wuhan National Laboratory for Optoelectronics (HUST), under the supervision of Prof. Shaoqun Zeng.

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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.

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.

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.