Shumin Fan

According to our database, Shumin Fan authored at least 14 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Textual-visual interaction for enhanced single image deraining using adapter-tuned VLMs.

Qianfeng Yang, Pengpeng Li, Jiyu Jin, Guiyue Jin, Tianyu Song, Shumin Fan, Hao Hou

Vis. Comput., March, 2026

2025

Rethinking Nighttime Image Deraining via Learnable Color Space Transformation.

Qiyuan Guan, Xiang Chen, Guiyue Jin, Jiyu Jin, Shumin Fan, Tianyu Song, Jinshan Pan

CoRR, October, 2025

Revisiting Intelligent Settlement and Nutritional Estimation of Small-bowl Dishes via Deep Learning.

Xiaonan Fan, Jiyu Zou, Shumin Fan, Yang Liu

Proceedings of the MMAsia '25 Workshops: Proceedings of the 7th ACM International Conference on Multimedia in Asia, 2025

2024

Exploring an efficient frequency-guidance transformer for single image deraining.

Tianyu Song, Shumin Fan, Jiyu Jin, Guiyue Jin, Lei Fan

Signal Image Video Process., April, 2024

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

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

Multi-modality Correlation Learning Network for Pediatric Ventricular Septal Defects Identification.

Feifei Jin, Cheng Zhao, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Multimodality Frequency Feature Customized Learning for Pediatric Ventricular Septal Defects Identification.

Feifei Jin, Cheng Zhao, Peng Yang, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops, 2024

Key Point Guide Network for Infant Echocardiographic Segmentation.

Xupeng Wang, Zhuo Xiang, Weiling Chen, Chuan-Ming Liu, Xiaoyu Tian, Cheng Zhao, Shumin Fan, Wei Yu, Xunyi Chen, Tianfu Wang, Bei Xia, Baiying Lei

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Dense-Gated Network for Image Super-Resolution.

Shumin Fan, Tianyu Song, Pengpeng Li, Jiyu Jin, Guiyue Jin, Zhongmin Zhu

Neural Process. Lett., December, 2023

Spatial-Temporal Fusion of 10-Min Aerosol Optical Depth Products with the GEO-LEO Satellite Joint Observations.

Xinghui Xia, Tianhao Zhang, Lunche Wang, Wei Gong, Zhongmin Zhu, Wei Wang, Yu Gu, Yun Lin, Xiangyang Zhou, Jiadan Dong, Shumin Fan, Wenfa Xu

Remote. Sens., April, 2023

Learning an Effective Transformer for Remote Sensing Satellite Image Dehazing.

Tianyu Song, Shumin Fan, Pengpeng Li, Jiyu Jin, Guiyue Jin, Lei Fan

IEEE Geosci. Remote. Sens. Lett., 2023

Image Deraining Transformer with Sparsity and Frequency Guidance.

Tianyu Song, Pengpeng Li, Guiyue Jin, Jiyu Jin, Shumin Fan, Xiang Chen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography.

Cheng Zhao, Weiling Chen, Jing Qin, Peng Yang, Zhuo Xiang, Alejandro F. Frangi, Minsi Chen, Shumin Fan, Wei Yu, Xunyi Chen, Bei Xia, Tianfu Wang, Baiying Lei

Medical Image Anal., 2022