Shumin Fan

PhD student, Dalian Polytechnic University

Joined

September 2024

Names

Shumin Fan (Preferred)

Emails

****@xy.dlpu.edu.cn (Confirmed)

,

****@163.com (Confirmed)

Personal Links

Career & Education History

PhD student

Dalian Polytechnic University (dlpu.edu.cn)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

2021 – Present

Expertise

Image Restoration

,

Image Deraining

,

Image Enhancement

2024 – Present

Publications

Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
Qiyuan Guan, Xiang Chen, Guiyue Jin, Jiyu Jin, Shumin Fan, Tianyu Song, Jinshan Pan
- NeurIPS 2025 poster
- Readers: Everyone
Exploring an efficient frequency-guidance transformer for single image deraining
Tianyu Song, Shumin Fan, Jiyu Jin, Guiyue Jin, Lei Fan
- Signal Image Video Process. 2024
- Readers: Everyone
A Lightweight Cloud and Cloud Shadow Detection Transformer With Prior-Knowledge Guidance
Shumin Fan, Tianyu Song, Guiyue Jin, Jiyu Jin, Qing Li, Xinghui Xia
- IEEE Geosci. Remote. Sens. Lett. 2024
- Readers: Everyone
Exploring a context-gated network for effective image deraining
Tianyu Song, Pengpeng Li, Shumin Fan, Jiyu Jin, Guiyue Jin, Lei Fan
- J. Vis. Commun. Image Represent. 2024
- Readers: Everyone
Dense-Gated Network for Image Super-Resolution
Shumin Fan, Tianyu Song, Pengpeng Li, Jiyu Jin, Guiyue Jin, Zhongmin Zhu
- Published: 01 Jan 2023, Last Modified: 14 Apr 2024
- Neural Process. Lett. 2023
- Readers: Everyone
Image Deraining Transformer with Sparsity and Frequency Guidance
Tianyu Song, Pengpeng Li, Guiyue Jin, Jiyu Jin, Shumin Fan, Xiang Chen
- Published: 01 Jan 2023, Last Modified: 31 Oct 2023
- ICME 2023
- Readers: Everyone
Learning an Effective Transformer for Remote Sensing Satellite Image Dehazing
Tianyu Song, Shumin Fan, Pengpeng Li, Jiyu Jin, Guiyue Jin, Lei Fan
- Published: 01 Jan 2023, Last Modified: 14 Apr 2024
- IEEE Geosci. Remote. Sens. Lett. 2023
- Readers: Everyone

Co-Authors