Publications (*Corresponding author):

 

• Event-driven Heterogeneous Network for Video Deraining
  Xueyang Fu, Chengzhi Cao, Senyan Xu, Fanrui Zhang, Kunyu Wang, Zheng-Jun Zha
  International Journal of Computer Vision (IJCV)   [PDF] [Code]

• Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement
  Kunyu Wang, Xueyang Fu, Chengjie Ge, Chengzhi Cao, Zheng-Jun Zha
  International Journal of Computer Vision (IJCV)   [PDF]

• Event-Driven Video Restoration With Spiking-Convolutional Architecture
  Chengzhi Cao, Xueyang Fu*, Yurui Zhu, Zhijing Sun, Zheng-Jun Zha
  IEEE Transactions on Neural Networks and Learning Systems (T-NNLS)   [PDF]

• Hue Guidance Network for Single Image Reflection Removal
  Yurui Zhu, Xueyang Fu*, Zheyu Zhang, Aiping Liu, Zhiwei Xiong, Zheng-Jun Zha
  IEEE Transactions on Neural Networks and Learning Systems (T-NNLS)   [PDF] [Code]

• CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models
  Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Zhantao Yang, Ruili Feng, Yu Liu, Xueyang Fu*, Zheng-Jun Zha
  International Conference on Machine Learning (ICML)   [PDF]

• HomoFormer: Homogenized Transformer for Image Shadow Removal
  Jie Xiao, Xueyang Fu*, Yurui Zhu, Dong Li, Jie Huang, Kai Zhu, Zheng-Jun Zha
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)   [PDF] [Code]

• Revisiting Single Image Reflection Removal In the Wild
  Yurui Zhu, Xueyang Fu*, Peng-Tao Jiang, Hao Zhang, Qibin Sun, Jinwei Chen, Zheng-Jun Zha, Bo Li*
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)   [PDF] [Code]

• Neuromorphic Event Signal-driven Network for Video De-raining
  Chengjie Ge, Xueyang Fu*, Peng He, Kunyu Wang, Chengzhi Cao, Zheng-Jun Zha
  AAAI Conference on Artificial Intelligence (AAAI)   [PDF]

• Learning Discriminative Noise Guidance for Image Forgery Detection and Localization
  Jiaying Zhu, Dong Li, Xueyang Fu*, Gang Yang, Jie Huang, Aiping Liu, Zheng-Jun Zha
  AAAI Conference on Artificial Intelligence (AAAI)   [PDF]

• DreamClean: Restoring Clean Image Using Deep Diffusion Prior
  Jie Xiao, Ruili Feng, Zhiheng Liu, Zhantao Yang, Han Zhang, Yurui Zhu, Xueyang Fu, Kai Zhu, Yu Liu, Zheng-Jun Zha
  International Conference on Learning Representations (ICLR)   [PDF]

• Noise-assisted Prompt Learning for Image Forgery Detection and Localization
  Dong Li, Jiaying Zhu, Xueyang Fu*, Xun Guo, Yidi Liu, Gang Yang, Jiawei Liu, Zheng-Jun Zha
  European Conference on Computer Vision (ECCV)

• Motion Aware Event Representation-driven Image Deblurring
  Zhijing Sun, Xueyang Fu, Longzhuo Huang, Aiping Liu, Zheng-Jun Zha
  European Conference on Computer Vision (ECCV)

• Vision-and-Language Navigation via Latent Semantic Alignment Learning
  Siying Wu, Xueyang Fu, Feng Wu, Zheng-Jun Zha
  IEEE Transactions on Multimedia (T-MM)   [PDF]

• TSA²: Temporal Segment Adaptation and Aggregation for Video Harmonization
  Zeyu Xiao, Yurui Zhu, Xueyang Fu, Zhiwei Xiong
  IEEE Winter Conference on Applications of Computer Vision (WACV)   [PDF]

 

• Continual Image Deraining with Hypergraph Convolutional Networks
  Xueyang Fu, Jie Xiao, Yurui Zhu, Aiping Liu, Feng Wu, Zheng-Jun Zha
  IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)   [PDF]

• 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] [PyTorch_Code]

• Random Shuffle Transformer for Image Restoration
  Jie Xiao, Xueyang Fu*, Man Zhou, Hongjian Liu, Zheng-Jun Zha
  International Conference on Machine Learning (ICML)   [PDF] [Code]

• Event-guided Person Re-Identification via Sparse-Dense Complementary Learning
  Chengzhi Cao, Xueyang Fu*, Hongjian Liu, Yukun Huang, Kunyu Wang, Jiebo Luo, Zheng-Jun Zha
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)   [PDF] [Code]

• Generalized UAV Object Detection via Frequency Domain Disentanglement
  Kunyu Wang, Xueyang Fu, Yukun Huang, Chengzhi Cao, Gege Shi, Zheng-Jun Zha
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)   [PDF]

• Edge-aware Regional Message Passing Controller for Image Forgery Localization
  Dong Li, Jiaying Zhu, Menglu Wang, Jiawei Liu, Xueyang Fu, Zheng-Jun Zha
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)   [PDF]

• Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions
  Yurui Zhu, Tianyu Wang, Xueyang Fu*, Xuanyu Yang, Xin Guo, Jifeng Dai, Yu Qiao, Xiaowei Hu*
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)   [PDF] [Code]

• PAN-guided Band-aware Multi-spectral Feature Enhancement for Pan-sharpening
  Man Zhou, Keyu Yan, Xueyang Fu*, Aiping Liu, Chengjun Xie
  IEEE Transactions on Computational Imaging (T-CI)   [PDF]

• Alleviating Spatial Misalignment and Motion Interference for UAV-based Video Recognition
  Gege Shi, Xueyang Fu*, Chengzhi Cao, Zheng-Jun Zha
  ACM International Conference on Multimedia (ACM MM)   [PDF]

• Accurate MRI Reconstruction via Multi-Domain Recurrent Networks
  Jinbao Wei, Zhijie Wang, Li Guo, Kongqiao Wang, Xueyang Fu, Ji Liu, Xun Chen
  International Joint Conference on Artificial Intelligence (IJCAI)   [PDF]

• MGDUN: An interpretable network for multi-contrast MRI image super-resolution reconstruction
  Gang Yang, Li Zhang, Aiping Liu, Xueyang Fu, Xun Chen, Ruijing Wang
  Computers in Biology and Medicine    [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]

• Stochastic Window Transformer for Image Restoration
  Jie Xiao, Xueyang Fu*, Feng Wu, Zheng-Jun Zha
  Advances in Neural Information Processing Systems (NeurIPS)  [PDF]  [PyTorch_Code]  (Spotlight Paper)

• Learning Degradation-Invariant Representation for Robust Real-World Person Re-Identification
  Yukun Huang, Xueyang Fu*, Liang Li, Zheng-Jun Zha
  International Journal of Computer Vision (IJCV)   [PDF] [PyTorch_Code]

• 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] [PyTorch_Code] (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] [Code]

• JPEG Artifacts Removal via Contrastive Representation Learning
  Xi Wang, Xueyang Fu*, Yurui Zhu, Zheng-Jun Zha
  European Conference on Computer Vision (ECCV)   [PDF] [Code]

• 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)  [PDF] [Code]  (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)   [PDF]

• 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)   [PDF] [Code]

• JPEG Compression-aware Image Forgery Localization
  Menglu Wang, Xueyang Fu*, Jiawei Liu, Zheng-Jun Zha
  ACM International Conference on Multimedia (ACM MM)   [PDF]

• Single Image Shadow Detection via Complementary Mechanism
  Yurui Zhu, Xueyang Fu*, Chengzhi Cao, Xi Wang, Qibin Sun, Zheng-Jun Zha
  ACM International Conference on Multimedia (ACM MM)   [PDF] [Code]

• Learning Dual Convolutional Dictionaries for Image De-raining
  Chengjie Ge, Xueyang Fu*, Zheng-Jun Zha
  ACM International Conference on Multimedia (ACM MM)   [PDF]

• Cross-modal Semantic Alignment Pre-training for Vision-and-Language Navigation
  Siying Wu, Xueyang Fu*, Feng Wu, Zheng-Jun Zha
  ACM International Conference on Multimedia (ACM MM)   [PDF]

• Effective Pan-Sharpening with Transformer and Invertible Neural Network (ESI Highly Cited Paper)
  Man Zhou, Xueyang Fu*, Jie Huang, Feng Zhao, Aiping Liu, Rujing Wang
  IEEE Transactions on Geoscience and Remote Sensing (T-GRS)    [PDF]

• Effective Pan-sharpening by Multi-Scale Invertible Neural Network and Heterogeneous Task Distilling
  Man Zhou, Jie Huang, Xueyang Fu*, Feng Zhao, Danfeng Hong
  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)   [PDF]

• 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)   [PDF]

• Low-Light Stereo Image Enhancement
  Jie Huang, Xueyang Fu, Zeyu Xiao, Feng Zhao, Zhiwei Xiong
  IEEE Transactions on Multimedia (T-MM)   [PDF]

• Unsupervised Underexposed Image Enhancement via Self-Illuminated and Perceptual Guidance
  Naishan Zheng, Jie Huang, Feng Zhao, Xueyang Fu, Feng Wu
  IEEE Transactions on Multimedia (T-MM)   [PDF]

• A Unified Deep Learning Framework for ssTEM Image Restoration
  Shiyu Deng, Wei Huang, Chang Chen, Xueyang Fu, Zhiwei Xiong
  IEEE Transactions on Medical Imaging (T-MI)   [PDF]

• A joint constrained CCA model for network-dependent brain subregion parcellation
  Qinrui Ling, Aiping Liu, Yu Li, Xueyang Fu, Xun Chen, Martin J. McKeown, Feng Wu
  IEEE Journal of Biomedical and Health Informatics (JBHI)   [PDF]

• Atlas-guided parcellation: Individualized functionally-homogenous parcellation in cerebral cortex
  Yu Li, Aiping Liu, Xueyang Fu, Martin J. Mckeown, Z. Jane Wang, Xun Chen
  Computers in Biology and Medicine    [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]

 

• 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] [Code]

• 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 (ESI Highly Cited Paper)
  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 (ESI Highly Cited Paper)
  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]

 

• 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]

 

• 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]

 

• 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 (ESI Highly Cited Paper)
  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]