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Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising Journal article
Ma, Ruijun, Zhang, Yaoxuan, Zhang, Bob, Fang, Leyuan, Huang, Dong, Qi, Long. Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 33, 3707-3721.
Authors:  Ma, Ruijun;  Zhang, Yaoxuan;  Zhang, Bob;  Fang, Leyuan;  Huang, Dong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:10.8/12.1 | Submit date：2024/07/04
Frequency Attention  Generalization Capability  Neural Network  Real Photograph Denoising  
Joint Discriminative Analysis With Low-Rank Projection for Finger Vein Feature Extraction Journal article
Li, Shuyi, Ma, Ruijun, Zhou, Jianhang, Zhang, Bob, Wu, Lifang. Joint Discriminative Analysis With Low-Rank Projection for Finger Vein Feature Extraction[J]. IEEE Transactions on Information Forensics and Security, 2024, 19, 959-969.
Authors:  Li, Shuyi;  Ma, Ruijun;  Zhou, Jianhang;  Zhang, Bob;  Wu, Lifang
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.3/7.3 | Submit date：2024/05/16
Discriminative Analysis  Domain Adaptation  Finger Vein Recognition  Jointly Embedding  Low-rank Representation  
Robust and Sparse Least Square Regression for Finger Vein and Finger Knuckle Print Recognition Journal article
Li, Shuyi, Zhang, Bob, Wu, Lifang, Ma, Ruijun, Ning, Xin. Robust and Sparse Least Square Regression for Finger Vein and Finger Knuckle Print Recognition[J]. IEEE Transactions on Information Forensics and Security, 2024, 19, 2709-2719.
Authors:  Li, Shuyi;  Zhang, Bob;  Wu, Lifang;  Ma, Ruijun;  Ning, Xin
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:6.3/7.3 | Submit date：2024/05/16
Finger-based Biometrics  Least Square Regression (Lsr)  Projection Learning  Sparse Transformation Matrix  
Row-sparsity Binary Feature Learning for Open-set Palmprint Recognition Conference paper
Shuyi Li, Ruijun Ma, Jianhang Zhou, Bob Zhang. Row-sparsity Binary Feature Learning for Open-set Palmprint Recognition[C], 2022.
Authors:  Shuyi Li;  Ruijun Ma;  Jianhang Zhou;  Bob Zhang
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2023/03/06
PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising Journal article
Ma, Ruijun, Zhang, Bob, Zhou, Yicong, Li, Zhengming, Lei, Fangyuan. PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(7), 3010–3023.
Authors:  Ma, Ruijun;  Zhang, Bob;  Zhou, Yicong;  Li, Zhengming;  Lei, Fangyuan
Favorite | TC[WOS]:41 TC[Scopus]:31  IF:10.2/10.4 | Submit date：2022/05/13
Attention Neural Network  Image Denoising  Proportional-integral-derivative (Pid) Controller  Real Photograph  
Generative Adaptive Convolutions for Real-World Noisy Image Denoising Conference paper
Ma, Ruijun, Li, Shuyi, Zhang, Bob, Li, Zhengming. Generative Adaptive Convolutions for Real-World Noisy Image Denoising[C]. Association for the Advancement of Artificial Intelligence:ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, 2275 E BAYSHORE RD, STE 160, PALO ALTO, CA 94303 USA, 2022, 1935-1943.
Authors:  Ma, Ruijun;  Li, Shuyi;  Zhang, Bob;  Li, Zhengming
Favorite | TC[WOS]:17 TC[Scopus]:16 | Submit date：2023/03/06
Flexible and Generalized Real Photograph Denoising Exploiting Dual Meta Attention Journal article
Ma, Ruijun, Li, Shuyi, Zhang, Bob, Fang, Leyuan, Li, Zhengming. Flexible and Generalized Real Photograph Denoising Exploiting Dual Meta Attention[J]. IEEE Transactions on Cybernetics, 2022, 53(10), 6395-6407.
Authors:  Ma, Ruijun;  Li, Shuyi;  Zhang, Bob;  Fang, Leyuan;  Li, Zhengming
Favorite | TC[WOS]:29 TC[Scopus]:26  IF:9.4/10.3 | Submit date：2022/08/05
Deep Neural Network  Dual Attention  Image Denoising  Meta Learning  Real Noisy Photograph  
Learning Compact Multirepresentation Feature Descriptor for Finger-Vein Recognition Journal article
Li, Shuyi, Ma, Ruijun, Fei, Lunke, Zhang, Bob. Learning Compact Multirepresentation Feature Descriptor for Finger-Vein Recognition[J]. IEEE Transactions on Information Forensics and Security, 2022, 17, 1946-1958.
Authors:  Li, Shuyi;  Ma, Ruijun;  Fei, Lunke;  Zhang, Bob
Favorite | TC[WOS]:21 TC[Scopus]:25  IF:6.3/7.3 | Submit date：2022/08/05
Binary Codes  Feature Transformation  Finger-vein Recognition  Multi-representation  Visual And Semantic Consistency  
Towards Fast and Robust Real Image Denoising with Attentive Neural Network and PID Controller Journal article
Ma, Ruijun, Li, Shuyi, Zhang, Bob, Li, Zhengming. Towards Fast and Robust Real Image Denoising with Attentive Neural Network and PID Controller[J]. IEEE Transactions on Multimedia, 2022, 24, 2366-2377.
Authors:  Ma, Ruijun;  Li, Shuyi;  Zhang, Bob;  Li, Zhengming
Favorite | TC[WOS]:29 TC[Scopus]:33  IF:8.4/8.0 | Submit date：2022/05/13
Image Denoising  Real-world Noisy Image  Lstm  Pid Controller  
Meta PID Attention Network for Flexible and Efficient Real-World Noisy Image Denoising Journal article
Ma, Ruijun, Li, Shuyi, Zhang, Bob, Hu, Haifeng. Meta PID Attention Network for Flexible and Efficient Real-World Noisy Image Denoising[J]. IEEE Transactions on Image Processing, 2022, 31, 2053-2066.
Authors:  Ma, Ruijun;  Li, Shuyi;  Zhang, Bob;  Hu, Haifeng
Favorite | TC[WOS]:33 TC[Scopus]:32  IF:10.8/12.1 | Submit date：2022/05/17
Attention Network  Convolutional Neural Networks  Meta-learning  Pid Controller  Real-world Noisy Image Denoising