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Collaborative multi-feature extraction and scale-aware semantic information mining for medical image segmentation Journal article
Physics in Medicine and Biology, 2022,Volume: 67,Issue: 20
Authors:  Zhang, Ruijun;  He, Zixuan;  Zhu, Jian;  Yuan, Xiaochen;  Huang, Guoheng;  Pun, Chi Man;  Peng, Jianhong;  Lin, Junzhong;  Zhou, Jian
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/11/07
Colorectal Cancer Liver Metastases  Edge-enhanced Pixel Intensity Mapping  Global Context-aware Network  Magnetic Resonance Imaging  Multi-feature Collaboration Adaptation Module  Scale-aware Mining Module  
PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 7,Page: 3010–3023
Authors:  Ma, Ruijun;  Zhang, Bob;  Zhou, Yicong;  Li, Zhengming;  Lei, Fangyuan
Favorite |  | TC[WOS]:11 TC[Scopus]:5 | Submit date：2022/05/13
Attention Neural Network  Awgn  Image Denoising  Image Denoising  Learning Systems  Neural Networks  Noise Measurement  Noise Reduction  Pd Control  Proportional-integral-derivative (Pid) Controller  Real Photograph.  
Towards Fast and Robust Real Image Denoising with Attentive Neural Network and PID Controller Journal article
IEEE Transactions on Multimedia, 2022,Volume: 24,Page: 2366-2377
Authors:  Ma, Ruijun;  Li, Shuyi;  Zhang, Bob;  Li, Zhengming
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date：2022/05/13
Adaptation Models  Deep Learning  Feature Extraction  Image Denoising  Image Denoising  Lstm  Noise Measurement  Noise Reduction  Pid Controller  Process Control  Real-world Noisy Image  
Meta PID Attention Network for Flexible and Efficient Real-World Noisy Image Denoising Journal article
IEEE Transactions on Image Processing, 2022,Volume: 31,Page: 2053-2066
Authors:  Ma, Ruijun;  Li, Shuyi;  Zhang, Bob;  Hu, Haifeng
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date：2022/05/17
Attention Network  Convolutional Neural Networks  Meta-learning  Pid Controller  Real-world Noisy Image Denoising  
Flexible and Generalized Real Photograph Denoising Exploiting Dual Meta Attention Journal article
IEEE Transactions on Cybernetics, 2022
Authors:  Ma, Ruijun;  Li, Shuyi;  Zhang, Bob;  Fang, Leyuan;  Li, Zhengming
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date：2022/08/05
Cameras  Convolution  Deep Neural Network  Dual Attention  Feature Extraction  Image Denoising  Image Denoising  Meta Learning  Noise Measurement  Noise Reduction  Real Noisy Photograph.  Task Analysis  
Learning Compact Multirepresentation Feature Descriptor for Finger-Vein Recognition Journal article
IEEE Transactions on Information Forensics and Security, 2022,Volume: 17,Page: 1946-1958
Authors:  Li, Shuyi;  Ma, Ruijun;  Fei, Lunke;  Zhang, Bob
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date：2022/08/05
Binary Codes  Feature Transformation  Finger-vein Recognition  Multi-representation  Visual And Semantic Consistency  
Pseudo 3D auto-correlation network for real image denoising Conference paper
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Authors:  Hu, Xiaowan;  Ma, Ruijun;  Liu, Zhihong;  Cai, Yuanhao;  Zhao, Xiaole;  Zhang, Yulun;  Wang, Haoqian
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date：2022/05/13
Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising Journal article
Neural Processing Letters, 2020,Volume: 51,Issue: 3,Page: 2669-2684
Authors:  Ma,Ruijun;  Zhang,Bob;  Hu,Haifeng
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date：2021/03/11
Gaussian Pyramid  Generative Model  Image Denoising  Real-world Noisy Images