I am currently a 3rd-year Ph.D. candidate at Intelligent Media Analysis Group, School of Computer Science and Engineering, Nanjing University of Science and Technology, supervised by Prof. Jinshan Pan. I received my M.S. degree from College of Electronic Information Engineering, Shenyang Aerospace University, in 2022, and my B.S. degree from School of Information Science and Engineering, Dalian Polytechnic University, in 2019. I served as the founder and CEO of Dalian Quanli Network Technology Co., Ltd. from 2017 to 2021. My research interests include image processing and computer vision, mainly focusing on image deraining and low-level vision problems.
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Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining
Xiang Chen, Jinshan Pan*, Jiangxin Dong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
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Rethinking Multi-Scale Representations in Deep Deraining Transformer
Hongming Chen, Xiang Chen*, Jiyang Lu, Yufeng Li*
AAAI Conference on Artificial Intelligence (AAAI), 2024.
[Paper][Code]
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Learning A Spiking Neural Network for Efficient Image Deraining
Tianyu Song, Guiyue Jin, Pengpeng Li, Kui Jiang, Xiang Chen, Jiyu Jin*
International Joint Conference on Artificial Intelligence (IJCAI), 2024.
[Paper][Code]
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Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method
Hongming Chen^, Xiang Chen^, Chen Wu, Zhuoran Zheng, Jinshan Pan, Xianping Fu*
arXiv preprint arXiv: 2405.17074 (arXiv), 2024.
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DeRainGS: Gaussian Splatting for Enhanced Scene Reconstruction in Rainy Environments
Shuhong Liu, Xiang Chen, Hongming Chen, Quanfeng Xu, Mingrui Li*
arXiv preprint arXiv: 2408.11540 (arXiv), 2024.
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Towards Unified Deep Image Deraining: A Survey and A New Benchmark
Xiang Chen, Jinshan Pan*, Jiangxin Dong, Jinhui Tang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 [Minor Revisions].
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Learning A Sparse Transformer Network for Effective Image Deraining
Xiang Chen, Hao Li, Mingqiang Li, Jinshan Pan*
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
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Hybrid CNN-Transformer Feature Fusion for Single Image Deraining
Xiang Chen, Jinshan Pan*, Jiyang Lu, Zhentao Fan, Hao Li
AAAI Conference on Artificial Intelligence (AAAI), 2023.
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Unpaired Deep Image Deraining Using Dual Contrastive Learning
Xiang Chen, Jinshan Pan, Kui Jiang, Yufeng Li*, Yufeng Huang, Caihua Kong, Longgang Dai, Zhentao Fan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
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Selected Honors
2022.09-Present (Nanjing University of Science and Technology):
2019.09-2022.06 (Shenyang Aerospace University):
Competition Awards
Invited Talks
- 2024.10.20 Talk at PRCV 2024 [优秀博士生论坛 | 恶劣环境下的视觉增强与计算]
- 2024.09.19 Talk at TechBeat [面向雨天场景的视觉重建算法与基准探索]
- 2024.07.10 Talk at Extreme Vision [雨天环境下的视觉增强：趋势与挑战]
- 2023.11.19 Talk at Traffic Video Special Committee of China Society of Image and Graphics (CSIG) [CSIG交通视频专委会“学术新星”]
- 2023.03.31 Talk at Student Forum of China Society of Image and Graphics (CSIG) [面向恶劣环境下的视觉增强方法]
Professional Services
Journal Reviewer:
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- IEEE Transactions on Multimedia (TMM)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- IEEE Transactions on Geoscience and Remote Sensing (TGRS)
- Pattern Recognition (PR)
- Engineering Applications of Artificial Intelligence (EAAI)
- Science China Information Sciences (SCIS)
- Machine Intelligence Research (MIR)
- Computer Vision and Image Understanding (CVIU)
- IEEE Geoscience and Remote Sensing Letters (GRSL)
- Scientific Reports
- International Journal of Digital Earth (IJDE)
- Multimedia Systems
- The Visual Computer (TVCJ)
- Optics Communication (Opt Commun)
- Signal, Image and Video Processing (SIVP)
- Journal of Electronic Imaging (JEI)
- Journal of Circuits, Systems, and Computers (JCSC)
Conference Reviewer:
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022-2024)
- IEEE International Conference on Computer Vision (ICCV 2023)
- European Conference on Computer Vision (ECCV 2022, 2024)
- International Conference on Machine Learning (ICML 2024)
- Annual Conference on Neural Information Processing Systems (NeurIPS 2023-2024)
- International Conference on Learning Representations (ICLR 2024-2025)
- AAAI Conference on Artificial Intelligence (AAAI 2023-2025)
- International Joint Conference on Artificial Intelligence (IJCAI 2023-2024)
- ACM International Conference on Multimedia (ACM MM 2022-2024)
- Medical Image Computing and Computer-Assisted Intervention (MICCAI 2023-2024)
- European Conference on Artifical Intelligence (ECAI 2024)
- Asian Conference on Computer Vision (ACCV 2022, 2024)
- IEEE Winter Conference on Applications of Computer Vision (WACV 2023-2025)
- International Conference on Artificial Intelligence and Statistics (AISTATS 2025)
If you are interested in image deraining, please feel free to contact me. (any question/suggestion/collaboration) 