Publications (*Corresponding author):

Google Scholar Profile  (3,000+ citations)

 

• Unfolding Taylor's Approximations for Image Restoration
  Man Zhou, Xueyang Fu*, Zeyu Xiao, Aiping Liu, Gang Yang, Zhiwei Xiong
  Neural Information Processing Systems (NeurIPS), accepted.

• 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]

• 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]

• 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)

• 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 (TGRS)    [PDF]

• 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]

• 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]

 

• Lightweight Pyramid Networks for Image Deraining
  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)   (Oral)   [PDF]

• 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]

 

• 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,孙琦,黄悦,丁兴号
  计算机科学 [PDF]

 

• 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
  

 

• 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]
  

 

• 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 Enhancing Method for Weakly Illuminated Images (2020 SIGNAL PROCESSING Journal Best Paper Award) (ESI Highly Cited Paper)
  Xueyang Fu, Delu Zeng, Yue Huang, Yinghao Liao, Xinghao Ding, John Paisley
  Signal Processing   [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]
  

 

• 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
   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 - 2021     ICCV  2019, 2021     ECCV  2020     NeurIPS  2019, 2021     ICML  2020, 2021     ACM MM  2019 - 2021
    AAAI  2018 - 2020     IJCAI  2018 - 2021     ICLR  2021, 2022     WACV  2021, 2022     MICCAI  2020, 2021     ACCV  2018, 2020
    ACM MM Asia  2021

 

Awards:

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（自然科学奖）

2016, 2017   National Scholarship  (highest national wide scholarship for students in China)

2014, 2016   Xiamen University Scholarship

 

Co-authors and friends:

Prof. Yue Huang    Prof. Peixian Zhuang    Prof. Delu Zeng    Prof. Xiangyong Cao    Dr. Liyan Sun    Dr. Zhiwen Fan   

 

Visitors: