Zehua Sheng

Researcher, Xiaomi Corporation

Joined

October 2022

Names

Zehua Sheng (Preferred)

Ze-Hua Sheng

Emails

****@zju.edu.cn (Confirmed)

****@hotmail.com (Confirmed)

****@xiaomi.com (Confirmed)

Personal Links

Career & Education History

Researcher

Xiaomi Corporation (xiaomi.com)

2023 – Present

PhD student

Zhejiang University (zju.edu.cn)

2017 – 2023

Undergrad student

Zhejiang University (zju.edu.cn)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Hui-liang Shen

2017 – 2023

Expertise

multi-modal image processing

image denoising

image restoration

2017 – Present

Publications

Learning Arbitrary-Scale RAW Image Downscaling with Wavelet-based Recurrent Reconstruction
Yang Ren, Hai Jiang, Wei Li, Menglong Yang, Heng Zhang, Zehua Sheng, Qingsheng Ye, Shuaicheng Liu
- CoRR 2025
- Readers: Everyone
TFDet: Target-Aware Fusion for RGB-T Pedestrian Detection
Xue Zhang, Xiaohan Zhang, Jiangtao Wang, Jiacheng Ying, Zehua Sheng, Heng Yu, Chunguang Li, Hui-Liang Shen
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
STARNet: Low-light video enhancement using spatio-temporal consistency aggregation
Zhe Wu, Zehua Sheng, Xue Zhang, Si-Yuan Cao, Runmin Zhang, Beinan Yu, Chenghao Zhang, Bailin Yang, Hui-Liang Shen
- Pattern Recognit. 2025
- Readers: Everyone
SGDFormer: One-stage transformer-based architecture for cross-spectral stereo image guided denoising
Runmin Zhang, Zhu Yu, Zehua Sheng, Jiacheng Ying, Si-Yuan Cao, Shu-Jie Chen, Bailin Yang, Junwei Li, Hui-Liang Shen
- Inf. Fusion 2025
- Readers: Everyone
Structure Aggregation for Cross-Spectral Stereo Image Guided Denoising
Zehua Sheng, Zhu Yu, Xiongwei Liu, Si-Yuan Cao, Yuqi Liu, Hui-liang Shen, Huaqi Zhang
- 29 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Region-aware RGB and near-infrared image fusion
Jiacheng Ying, Can Tong, Zehua Sheng, Bo-Wen Yao, Si-Yuan Cao, Heng Yu, Hui-Liang Shen
- Published: 01 Jan 2023, Last Modified: 29 Oct 2023
- Pattern Recognit. 2023
- Readers: Everyone
Frequency-Domain Deep Guided Image Denoising
Zehua Sheng, Xiongwei Liu, Si-Yuan Cao, Hui-Liang Shen, Huaqi Zhang
- IEEE Trans. Multim. 2023
- Readers: Everyone
Aggregating Feature Point Cloud for Depth Completion
Zhu Yu, Zehua Sheng, Zili Zhou, Lun Luo, Si-Yuan Cao, Hong Gu, Huaqi Zhang, Hui-Liang Shen
- ICCV 2023
- Readers: Everyone
Recurrent Homography Estimation Using Homography-Guided Image Warping and Focus Transformer
Si-Yuan Cao, Runmin Zhang, Lun Luo, Beinan Yu, Zehua Sheng, Junwei Li, Hui-Liang Shen
- CVPR 2023
- Readers: Everyone
Structure Aggregation for Cross-Spectral Stereo Image Guided Denoising
Zehua Sheng, Zhu Yu, Xiongwei Liu, Si-Yuan Cao, Yu-Qi Liu, Hui-Liang Shen, Huaqi Zhang
- CVPR 2023
- Readers: Everyone

View all 18 publications

Co-Authors

View all 34 co-authors