Publications:

Google Scholar Profile (1,200+ citations)

• 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]
  

• 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]
  

• 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]

 

• A Deep Tree-Structured Fusion Model for Single Image Deraining
  Xueyang Fu, Qi Qi, Yue Huang, Xinghao Ding, Feng Wu, John Paisley
  submitted   [arXiv]
  

• A²Net: Adjacent Aggregation Networks for Image Raindrop Removal
  Huangxing Lin, Xueyang Fu, Changxing Jing, Xinghao Ding, Yue Huang
  submitted   [arXiv]
  

• 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
  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]
  

• 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]
  

 

• 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]
  

• 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:

• 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, 授权公告日：2019.05.24）
  

• 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, 授权公告日：2016.05.18）
  

• 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, 授权公告日：2016.02.17）
  

• 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, 授权公告日：2016.01.27）
  

• 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, 授权公告日：2015.08.05）

 

Fundings:

• National Natural Science Foundation of China (国家自然科学基金青年项目, NSFC 61901433), 2020-2022
  

 

Academic Activities:

Journal Reviewer:

   IEEE Transactions on Multimedia
   IEEE Transactions on Image Processing
   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 Signal Processing Letters
   IEEE Geoscience and Remote Sensing Letters
   IEEE Computer Graphics and Applications
   IEEE Access
   Neurocomputing
   ACM Transactions on Intelligent Systems and Technology
   Pattern Recognition Letters
   Digital Signal Processing
   Signal Processing: Image Communication
   Computer Vision and Image Understanding
   Applied Mathematical Modeling
   Chinese Journal of Computers （计算机学报）


Conference Reviewer:

    CVPR  2018, 2019, 2020     ICCV  2019     ECCV  2020     NeurIPS  2019     ICML  2020     ACM MM  2019, 2020     AAAI  2018, 2019, 2020     IJCAI  2018, 2019, 2020     ACCV  2018

 

Awards:

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    Dr. Liyan Sun    Dr. Xiangyong Cao    Zhiwen Fan    Prof. Delu Zeng