Publications (*corresponding author):
Google Scholar Profile (1,700+ citations)
2020
- 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]
- 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)
- 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), accepted
- An Enhanced 3-Dimensional Discrete Wavelet Transform for Hyperspectral Image Classification
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), accepted (Oral)
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]
- 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]
- 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]
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 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]
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]
- 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, 主持), 2020-2022
National Natural Science Foundation of China, Key Program (国家自然科学基金重点项目，NSFC U19B2038, 参与), 2020-2023
Academic Activities:
Journal Reviewer:
International Journal of Computer Vision
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 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 Computer Graphics and Applications
IEEE Access
Neurocomputing
The Visual Computer
IET Image Processing
Digital Signal Processing
Pattern Recognition Letters
Applied Mathematical Modeling
Signal, Image and Video Processing
Signal Processing: Image Communication
Computer Vision and Image Understanding
EURASIP Journal on Image and Video Processing
ACM Transactions on Intelligent Systems and Technology
ACM/IMS Transactions on Data Science
Journal of Computer Science and Technology
Chinese Journal of Computers （计算机学报）
Conference Reviewer:
CVPR 2018 - 2020
ICCV 2019
ECCV 2020
NeurIPS 2019
ICML 2020
ACM MM 2019, 2020
AAAI 2018 - 2020, 2021 (SPC)
IJCAI 2018 - 2020
WACV 2021
MICCAI 2020
ACCV 2018, 2020
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:
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