Shumin Fan

14 papers A 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Textual-visual interaction for enhanced single image deraining using adapter-tuned VLMs.
Vis. Comput.
Qianfeng Yang, Pengpeng Li, Jiyu Jin, Guiyue Jin, Tianyu Song, Shumin Fan, Hao Hou
2025 J jnl
Rethinking Nighttime Image Deraining via Learnable Color Space Transformation.
CoRR
Qiyuan Guan, Xiang Chen, Guiyue Jin, Jiyu Jin, Shumin Fan, Tianyu Song, Jinshan Pan
2025 — conf
Revisiting Intelligent Settlement and Nutritional Estimation of Small-bowl Dishes via Deep Learning.
MMAsia Workshops
Xiaonan Fan, Jiyu Zou, Shumin Fan, Yang Liu
2024 J jnl
A Lightweight Cloud and Cloud Shadow Detection Transformer With Prior-Knowledge Guidance.
IEEE Geosci. Remote. Sens. Lett.
Shumin Fan, Tianyu Song, Guiyue Jin, Jiyu Jin, Qing Li, Xinghui Xia
2024 J jnl
Exploring a context-gated network for effective image deraining.
J. Vis. Commun. Image Represent.
Tianyu Song, Pengpeng Li, Shumin Fan, Jiyu Jin, Guiyue Jin, Lei Fan
2024 J jnl
Exploring an efficient frequency-guidance transformer for single image deraining.
Signal Image Video Process.
Tianyu Song, Shumin Fan, Jiyu Jin, Guiyue Jin, Lei Fan
2024 — conf
Key Point Guide Network for Infant Echocardiographic Segmentation.
ISBI
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
2024 — conf
Multi-modality Correlation Learning Network for Pediatric Ventricular Septal Defects Identification.
PRCV (15)
Feifei Jin, Cheng Zhao, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei
2024 — conf
Multimodality Frequency Feature Customized Learning for Pediatric Ventricular Septal Defects Identification.
LDTM/MMMI/ML4MHD/ML-CDS@MICCAI
Feifei Jin, Cheng Zhao, Peng Yang, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei
2023 J jnl
Dense-Gated Network for Image Super-Resolution.
Neural Process. Lett.
Shumin Fan, Tianyu Song, Pengpeng Li, Jiyu Jin, Guiyue Jin, Zhongmin Zhu
2023 A conf
Image Deraining Transformer with Sparsity and Frequency Guidance.
ICME
Tianyu Song, Pengpeng Li, Guiyue Jin, Jiyu Jin, Shumin Fan, Xiang Chen
2023 J jnl
Learning an Effective Transformer for Remote Sensing Satellite Image Dehazing.
IEEE Geosci. Remote. Sens. Lett.
Tianyu Song, Shumin Fan, Pengpeng Li, Jiyu Jin, Guiyue Jin, Lei Fan
2023 J jnl
Spatial-Temporal Fusion of 10-Min Aerosol Optical Depth Products with the GEO-LEO Satellite Joint Observations.
Remote. Sens.
Xinghui Xia, Tianhao Zhang, Lunche Wang, Wei Gong, Zhongmin Zhu, Wei Wang, Yu Gu, Yun Lin, Xiangyang Zhou, Jiadan Dong, Shumin Fan, Wenfa Xu
2022 J jnl
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography.
Medical Image Anal.
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