Publications (*Corresponding author):
Google Scholar Profile (4,000+ citations)
2022
- Image De-raining Transformer
Jie Xiao, Xueyang Fu*, Aiping Liu, Feng Wu, Zheng-Jun Zha
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) [PDF]
- Event-driven Video Deblurring via Spatio-Temporal Relation-Aware Network
Chengzhi Cao, Xueyang Fu*, Yurui Zhu, Gege Shi, Zheng-Jun Zha
International Joint Conference on Artificial Intelligence (IJCAI), accepted (Long Oral Paper)
- Exploring Fourier Prior for Single Image Rain Removal
Xin Guo, Xueyang Fu*, Man Zhou, Zhen Huang, Jialun Peng, Zheng-Jun Zha
International Joint Conference on Artificial Intelligence (IJCAI), accepted
- Bijective Mapping Network for Shadow Removal
Yurui Zhu, Jie Huang, Xueyang Fu*, Feng Zhao, Qibin Sun, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] (Oral Paper)
- Mutual Information-driven Pan-sharpening
Man Zhou, Keyu Yan, Jie Huang, Zihe Yang, Xueyang Fu*, Feng Zhao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- A Model-Driven Deep Unfolding Method for JPEG Artifacts Removal
Xueyang Fu, Menglu Wang, Xiangyong Cao, Xinghao Ding, Zheng-Jun Zha
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF] [TensorFlow_Code]
- Efficient Model-Driven Network for Shadow Removal
Yurui Zhu, Zeyu Xiao, Yanchi Fang, Xueyang Fu*, Zhiwei Xiong, Zheng-Jun Zha
AAAI Conference on Artificial Intelligence (AAAI), accepted
- Effective Pan-Sharpening with Transformer and Invertible Neural Network
Man Zhou, Xueyang Fu*, Jie Huang, Feng Zhao, Aiping Liu, Rujing Wang
IEEE Transactions on Geoscience and Remote Sensing (T-GRS) [PDF]
- Progressive Pan-sharpening via Cross-Scale Collaboration Networks
Zihe Yang, Xueyang Fu*, Aiping Liu, Zheng-Jun Zha
IEEE Geoscience and Remote Sensing Letters [PDF]
- PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening
Xiangyong Cao, Xueyang Fu*, Danfeng Hong, Zongben Xu, Deyu Meng*
IEEE Transactions on Geoscience and Remote Sensing (T-GRS) [PDF]
- Exposure Normalization and Compensation for Multiple Exposure Correction
Jie Huang, Yajing Liu,Xueyang Fu, Man Zhou, Yang Wang, Feng Zhao, Zhiwei Xiong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- Memory-augmented Deep Conditional Unfolding Network for Pan-sharpening
Gang Yang, Man Zhou, Keyu Yan, Aiping Liu, Xueyang Fu, Fan Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- Dreaming to Prune Image Deraining Networks
Weiqi Zou, Yang Wang, Xueyang Fu, Yang Cao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- Pan-sharpening with Customized Transformer and Invertible Neural Network
Man Zhou, Jie Huang, Yanchi Fang, Xueyang Fu, Aiping Liu
AAAI Conference on Artificial Intelligence (AAAI), accepted
- Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation
Wei Huang, Shiyu Deng, Chang Chen, Xueyang Fu, Zhiwei Xiong
AAAI Conference on Artificial Intelligence (AAAI), accepted
- Low-Light Stereo Image Enhancement
Jie Huang, Xueyang Fu, Zeyu Xiao, Feng Zhao, Zhiwei Xiong
IEEE Transactions on Multimedia (T-MM) [PDF]
- Enhanced Deep Blind Hyperspectral Image Fusion
Wu Wang, Xueyang Fu, Yue Huang, Xinghao Ding
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF]
2021
- Unfolding Taylor's Approximations for Image Restoration
Man Zhou, Xueyang Fu*, Zeyu Xiao, Aiping Liu, Gang Yang, Zhiwei Xiong
Advances in Neural Information Processing Systems (NeurIPS) [PDF]
- Learning Dual Priors for JPEG Compression Artifacts Removal
Xueyang Fu, Xi Wang, Aiping Liu, Junwei Han, Zheng-Jun Zha
International Conference on Computer Vision (ICCV) [PDF] [TensorFlow_Code] [WeChat Compression Dataset: BaiduYun 百度云 (提取码:9z3k), Google drive]
- Successive Graph Convolutional Network for Image De-raining
Xueyang Fu, Qi Qi, Zheng-Jun Zha, Xinghao Ding, Feng Wu, John Paisley
International Journal of Computer Vision (IJCV) [PDF] [TensorFlow_Code]
- Deep Multi-Scale Detail Networks for Multi-Band Spectral Image Sharpening
Xueyang Fu, Wu Wang, Yue Huang, Xinghao Ding, John Paisley
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF] [TensorFlow_Code]
- Rain Streak Removal via Dual Graph Convolutional Network
Xueyang Fu, Qi Qi, Yurui Zhu, Xinghao Ding, Zheng-Jun Zha
AAAI Conference on Artificial Intelligence (AAAI) [PDF] [TensorFlow_Code]
- Deep Spatial-Spectral Global Reasoning Network for Hyperspectral Image Denoising
Xiangyong Cao, Xueyang Fu (co-first author), Chen Xu, Deyu Meng
IEEE Transactions on Geoscience and Remote Sensing (T-GRS) [PDF] [Code]
- Attack-Guided Perceptual Data Generation for Real-world Re-Identification
Yukun Huang, Xueyang Fu (co-first author), Zheng-Jun Zha
International Conference on Computer Vision (ICCV) [PDF]
- Improving De-raining Generalization via Neural Reorganization
Jie Xiao, Man Zhou, Xueyang Fu*, Aiping Liu, Zheng-Jun Zha
International Conference on Computer Vision (ICCV) [PDF]
- Image De-raining via Continual Learning
Man Zhou, Jie Xiao, Yifan Chang, Xueyang Fu*, Aiping Liu, Jinshan Pan, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [PyTorch_Code]
- Multifocal Attention-Based Cross-Scale Network for Image De-raining
Zheyu Zhang, Yurui Zhu, Xueyang Fu*, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu
ACM International Conference on Multimedia (ACM MM) [PDF] (Oral Paper)
- Cross-Patch Graph Convolutional Network for Image Denoising
Yao Li, Xueyang Fu, Zheng-Jun Zha
International Conference on Computer Vision (ICCV) [PDF]
- Space-time distillation for video super-resolution
Zeyu Xiao, Xueyang Fu, Jie Huang, Zhen Cheng, Zhiwei Xiong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- A State-dependent IVA Model for Muscle Artifacts Removal from EEG Recordings
Aiping Liu, Gongzheng Song, Soojin Lee, Xueyang Fu, Xun Chen
IEEE Transactions on Instrumentation and Measurement (T-IM) [PDF]
2020
- Lightweight Pyramid Networks for Image Deraining (ESI Highly Cited Paper)
Xueyang Fu, Borong Liang, Yue Huang, Xinghao Ding, John Paisley
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF]
[Code and dataset]
- Underwater Image Enhancement with Global-Local Networks and Compressed-Histogram Equalization
Xueyang Fu, Xiangyong Cao
Signal Processing: Image Communication [PDF] [Tensorflow_Code]
- JPEG Artifacts Removal via Compression Quality Ranker-Guided Networks
Menglu Wang, Xueyang Fu (co-first author), Zepei Sun, Zheng-Jun Zha
International Joint Conference on Artificial Intelligence (IJCAI) [PDF] (12% acceptance rate)
- Learning Dual Transformation Networks for Image Contrast Enhancement
Yurui Zhu, Xueyang Fu*, Aiping Liu,
IEEE Signal Processing Letters (SPL) [PDF] [TensorFlow_Code]
- Isotropic Reconstruction of 3D EM Images with Unsupervised Degradation Learning
Shiyu Deng, Xueyang Fu*, Zhiwei Xiong, Chang Chen, Dong Liu, Xuejin Chen, Qing Ling, Feng Wu
Medical Image Computing and Computer-Assisted Intervention (MICCAI) [PDF]
- An Enhanced 3-Dimensional Discrete Wavelet Transform for Hyperspectral Image Classification (ESI Highly Cited Paper)
Xiangyong Cao, Jing Yao, Xueyang Fu*, Haixia Bi, Danfeng Hong
IEEE Geoscience and Remote Sensing Letters (GRSL) [PDF]
- Real-world Person Re-Identification via Degradation Invariance Learning
Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Richang Hong, Liang Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- Rain O’er Me: Synthesizing Real Rain to Derain with Data Distillation
Huangxing Lin, Yanlong Li, Xueyang Fu, Xinghao Ding, Yue Huang, John Paisley
IEEE Transactions on Image Processing (T-IP) [PDF] [Pytorch_Code]
- Space-Time Video Super-Resolution using Temporal Profiles
Zeyu Xiao, Zhiwei Xiong, Xueyang Fu, Dong Liu, Zheng-Jun Zha
ACM International Conference on Multimedia (ACM MM) [PDF] (Oral Paper)
- Laplacian Pyramid Neural Network for Dense Continuous-Value Regression for Complex Scenes
Xuejin Chen, Xiaotian Chen, Yiteng Zhang, Xueyang Fu, Zheng-Jun Zha
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF]
2019
- JPEG Artifacts Reduction via Deep Convolutional Sparse Coding
Xueyang Fu, Zheng-Jun Zha, Feng Wu, Xinghao Ding, John Paisley
IEEE International Conference on Computer Vision (ICCV) [PDF]
[Tensorflow_Code]
- A Variational Pan-Sharpening With Local Gradient Constraints
Xueyang Fu, Zihuang Lin, Yue Huang, Xinghao Ding
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
[Matlab_Code]
- A Deep Information Sharing Network for Multi-Contrast Compressed Sensing MRI Reconstruction
Liyan Sun, Zhiwen Fan, Xueyang Fu, Yue Huang, Xinghao Ding, John Paisley
IEEE Transactions on Image Processing (T-IP) [PDF]
- Hybrid Image Enhancement With Progressive Laplacian Enhancing Unit
Jie Huang, Zhiwei Xiong, Xueyang Fu, Dong Liu, Zheng-Jun Zha
ACM International Conference on Multimedia (ACM MM) [PDF]
- Illumination-Invariant Person Re-Identification
Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Wei Zhang
ACM International Conference on Multimedia (ACM MM) [PDF]
- 基于深度邻近连接网络的单幅图像去雨方法
傅雪阳
计算机科学 [PDF]
2018
- Residual-Guide Network for Single Image Deraining
Zhiwen Fan, Huafeng Wu, Xueyang Fu, Yue Huang, Xinghao Ding
ACM International Conference on Multimedia (ACM MM) [PDF] [TensorFlow_Code]
- Man-Made Object Recognition from Underwater Optical Images Using Deep Learning and Transfer Learning
Xian Yu, Xiangrui Xing, Han Zheng, Xueyang Fu, Yue Huang, Xinghao Ding
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) [PDF]
here is the [Matlab code] for synthesizing underwater images
2017
- PanNet: A deep network architecture for pan-sharpening
Junfeng Yang, Xueyang Fu (co-first author), Yuwen Hu, Yue Huang, Xinghao Ding, John Paisley
IEEE International Conference on Computer Vision (ICCV) [PDF] [Training Code]
- Removing Rain from Single Images via a Deep Detail Network
Xueyang Fu, Jiabin Huang, Delu Zeng, Yue Huang, Xinghao Ding, John Paisley
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [Code and dataset]
- Clearing the Skies: A deep network architecture for single-image rain removal (ESI Highly Cited Paper)
Xueyang Fu, Jiabin Huang, Xinghao Ding, Yinghao Liao, John Paisley
IEEE Transactions on Image Processing (T-IP) [PDF] [Code and dataset]
- Two-step Approach for Single Underwater Image Enhancement
Xueyang Fu, Zhiwen Fan, Mei Ling, Yue Huang, Xinghao Ding
IEEE International Symposium on Intelligent Signal Processing and Communication Systems [PDF] [Matlab code]
- Image Enhancement Using Divide-and-Conquer Strategy
Peixian Zhuang, Xueyang Fu, Yue Huang, Xinghao Ding
Journal of Visual Communication and Image Representation [PDF]
2016
- A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation
Xueyang Fu, Delu Zeng, Yue Huang, Xiao-Ping Zhang, Xinghao Ding
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [Matlab code]
- A Fusion-based Method for Single Backlit Image Enhancement
Qiuhong Wang, Xueyang Fu, Xiao-Ping Zhang, Xinghao Ding
IEEE International Conference on Image Processing (ICIP) [PDF] [Matlab code]
- A Novel Framework Method for Non-Blind Deconvolution Using Subspace Images Priors
Peixian Zhuang, Xueyang Fu, Yue Huang, Delu Zeng, Xinghao Ding
Signal Processing: Image Communication [PDF]
2015 and before
- A Probabilistic Method for Image Enhancement With Simultaneous Illumination and Reflectance Estimation
Xueyang Fu, Yinghao Liao, Delu Zeng, Yue Huang, Xiao-Ping Zhang, Xinghao Ding
IEEE Transactions on Image Processing (T-IP) [PDF] [Matlab code]
- Remote Sensing Image Enhancement Using Regularized-Histogram Equalization and DCT
Xueyang Fu, Jiye Wang, Delu Zeng, Yue Huang, Xinghao Ding
IEEE Geoscience and Remote Sensing Letters (GRSL) [PDF] [Matlab code]
- A Retinex-based Enhancing Approach for Single Underwater Image
Xueyang Fu, Peixian Zhuang, Yue Huang, Yinghao Liao, Xiao-Ping Zhang, Xinghao Ding
IEEE International Conference on Image Processing (ICIP) [PDF] [Matlab code]
- A Novel Retinex based Approach for Image Enhancement With Illumination Adjustment
Xueyang Fu, Ye Sun, Minghui LiWang, Yue Huang, Xiao-Ping Zhang, Xinghao Ding
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) [PDF] [Matlab code]
- A Fusion-based Enhancing Approach for Single Sandstorm Image
Xueyang Fu, Yue Huang, Delu Zeng, Xiao-Ping Zhang, Xinghao Ding
IEEE International Workshop on Multimedia Signal Processing (MMSP) [PDF] [Matlab code]
- A Variational Framework for Single Low Light Image Enhancement using Bright Channel Prior
Xueyang Fu, Delu Zeng, Yue Huang, Xinghao Ding, Xiao-Ping Zhang
IEEE Global Conference on Signal and Information Processing (GlobalSIP) [PDF] [Matlab code]
- A Novel Retinex Algorithm based on Alternating Direction Optimization
Xueyang Fu, Qin Lin, Wei Guo, Yue Huang, Delu Zeng, Xinghao Ding
Sixth International Symposium on Precision Mechanical Measurements [PDF]
- Single Image De-Haze under Non-Uniform Illumination using Bright Channel Prior
Xueyang Fu, Qin Lin, Wei Guo, Xinghao Ding, Yue Huang
Journal of Theoretical and Applied Information Technology [PDF] [Matlab code]
- Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI
Yue Huang, John Paisley, Qin Lin, Xinghao Ding, Xueyang Fu, Xiao-Ping Zhang
IEEE Transactions on Image Processing (T-IP) [PDF]
- Single-Image-Based Rain and Snow Removal Using Multi-guided Filter
Xianhui Zheng, Yinghao Liao, Wei Guo, Xueyang Fu, Xinghao Ding
International Conference on Neural Information Processing (ICONIP) [PDF]
Chinese Patents:
刘爱萍; 宋公正; 陈勋; 傅雪阳; 吴枫. 一种状态相关的动态脑电信号中肌电伪迹的消除方法. 发明专利(专利号:ZL 202010575361.4)
丁兴号; 傅雪阳; 陈丽琴. 基于卷积神经网络的单幅图像去雨方法. 发明专利(专利号:ZL 201610592134.6)
丁兴号; 吴笑天; 傅雪阳; 郭伟; 金文博. 一种基于变分法的图像去雾方法. 发明专利(专利号:ZL 201310008724.6)
丁兴号; 郑贤辉; 郭伟; 傅雪阳; 廖英豪. 一种基于多次引导滤波的图像去雨雪方法. 发明专利(专利号:ZL 201310301698.6)
丁兴号; 吴笑天; 郭伟; 傅雪阳; 金文博. 一种基于各向异性滤波的去雾方法. 发明专利(专利号:ZL 201310008471.2)
丁兴号; 于一淼; 傅雪阳; 戴光智. 一种基于自适应光照计算的图像去雾方法. 发明专利(专利号:ZL 201310008722.7)
Fundings:
USTC Research Funds of the Double First-Class Initiative, PI (校青年创新重点基金项目, 主持), 2021-2022
National Natural Science Foundation of China, Youth Program, PI (国家自然科学基金青年项目, NSFC 61901433, 主持), 2020-2022
National Key R&D Program of China, Key Participant (科技创新2030 — "新一代人工智能"重大项目, 参与), 2020-2023
National Natural Science Foundation of China, Key Program, Participant (国家自然科学基金重点项目, 参与), 2020-2023
Academic Activities:
Journal Reviewer:
International Journal of Computer Vision
IEEE Transactions on Multimedia
IEEE Transactions on Cybernetics
IEEE Transactions on Image Processing
IEEE Transactions on Industrial Electronics
IEEE Transactions on Neural Networks and Learning Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Journal of Selected Topics in Signal Processing
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IEEE Signal Processing Letters
IEEE Geoscience and Remote Sensing Letters
IEEE Journal of Oceanic Engineering
IEEE Computer Graphics and Applications
IEEE Access
Neurocomputing
Signal Processing
The Visual Computer
IET Image Processing
Knowledge-Based Systems
Digital Signal Processing
Pattern Recognition Letters
Applied Mathematical Modeling
Signal, Image and Video Processing
ACM/IMS Transactions on Data Science
Signal Processing: Image Communication
Computer Vision and Image Understanding
EURASIP Journal on Image and Video Processing
ACM Transactions on Intelligent Systems and Technology
Journal of Visual Communication and Image Representation
Journal of Computer Science and Technology
Chinese Journal of Computers(计算机学报)
Area Chair or Senior Program Committee:
AAAI 2021, 2022
Reviewer or Program Committee:
CVPR 2018 - 2022
ICCV 2019, 2021
ECCV 2020, 2022
NeurIPS 2019, 2021
ICML 2020 - 2022
ACM MM 2019 - 2022
AAAI 2018 - 2020
IJCAI 2018 - 2022
ICLR 2021, 2022
WACV 2021, 2022
MICCAI 2020 - 2022
ACCV 2018, 2020
ACM MM Asia 2021
Awards:
2021 Outstanding Reviewers(IEEE Journal of Oceanic Engineering)
2020 福建省科学技术奖(自然科学三等奖)
2020 EURASIP Best Paper Award, Signal Processing Journal, Elsevier(Certificate)
2019 第九届吴文俊人工智能科学技术奖(自然科学三等奖)
2016, 2017 National Scholarship (highest national wide scholarship for students in China)
2014, 2016 Xiamen University Scholarship
Co-authors and friends:
Visitors: