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An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation Journal article
Du,Jie, Zhang,Xiaoci, Liu,Peng, Vong,Chi Man, Wang,Tianfu. An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15372-15386.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Vong,Chi Man;  Wang,Tianfu
Favorite | TC[WOS]:5 TC[Scopus]:9  IF:10.2/10.4 | Submit date：2023/08/03
Class-imbalance Learning (Cil)  Correlation  Deep Metric Learning (Dml)  Diverse And Discriminant Feature  Face Recognition  Feature Extraction  Learning Systems  Loss Function With Adaptive Weights  Semantic Correlations Between Classes  Semantics  Task Analysis  Ultrasonic Imaging  
Bracketing Image Restoration and Enhancement with High-Low Frequency Decomposition Conference paper
Chen, Genggeng, Dai, Kexin, Yang, Kangzhen, Hu, Tao, Chen, Xiangyu, Yang, Yongqing, Dong, Wei, Wu, Peng, Zhang, Yanning, Yan, Qingsen. Bracketing Image Restoration and Enhancement with High-Low Frequency Decomposition[C]:IEEE Computer Society, 2024, 6097-6107.
Authors:  Chen, Genggeng;  Dai, Kexin;  Yang, Kangzhen;  Hu, Tao;  Chen, Xiangyu; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/11/05
Degradation  Computer Vision  Conferences  Feature Extraction  Image Restoration  Pattern Recognition  Image Enhancement  
A Multifunctional Tactile Sensory System for Robotic Intelligent Identification and Manipulation Perception Journal article
Jiang, Yue, Fan, Lin, Sun, Xilong, Luo, Zehe, Wang, Herong, Lai, Rucong, Wang, Jie, Gan, Qiyang, Li, Ning, Tian, Jindong. A Multifunctional Tactile Sensory System for Robotic Intelligent Identification and Manipulation Perception[J]. Advanced Science, 2024, 11(38), 2402705.
Authors:  Jiang, Yue;  Fan, Lin;  Sun, Xilong;  Luo, Zehe;  Wang, Herong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:14.3/16.3 | Submit date：2024/10/10
Interaction State Perception  Lotus Nanofiber  Multi-feature Recognition  Multimodal Tactile  Mxene  
Learning Frequency-Aware Common Feature for VIS-NIR Heterogeneous Palmprint Recognition Journal article
Fei, Lunke, Su, Le, Zhang, Bob, Zhao, Shuping, Wen, Jie, Li, Xiaoping. Learning Frequency-Aware Common Feature for VIS-NIR Heterogeneous Palmprint Recognition[J]. IEEE Transactions on Information Forensics and Security, 2024, 19, 7604-7618.
Authors:  Fei, Lunke;  Su, Le;  Zhang, Bob;  Zhao, Shuping;  Wen, Jie; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:6.3/7.3 | Submit date：2024/09/03
Biometrics  Frequency-aware Feature Selection  Heterogeneous Palmprint Recognition  Vis And Nir Palmprint Images  
Discriminative Multiview Learning for Robust Palmprint Feature Representation and Recognition Journal article
Li, Shuyi, Zhou, Jianhang, Zhang, Bob, Wu, Lifang, Jian, Meng. Discriminative Multiview Learning for Robust Palmprint Feature Representation and Recognition[J]. IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024, 6(3), 304 - 313.
Authors:  Li, Shuyi;  Zhou, Jianhang;  Zhang, Bob;  Wu, Lifang;  Jian, Meng
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2024/06/05
Multiview Learning  Palmprint Recognition  Feature Representation  Row-sparsity  Binary Codes  
Dual Stream Long Short-Term Memory Feature Fusion Classifier for Surface Electromyography Gesture Recognition Journal article
Zhang, Kexin, Badesa, Francisco J., Liu, Yinlong, Ferre Pérez, Manuel. Dual Stream Long Short-Term Memory Feature Fusion Classifier for Surface Electromyography Gesture Recognition[J]. Sensors, 2024, 24(11), 3631.
Authors:  Zhang, Kexin;  Badesa, Francisco J.;  Liu, Yinlong;  Ferre Pérez, Manuel
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.4/3.7 | Submit date：2024/07/04
Deep Learning  Dual Stream Lstm  Feature Fusion  Gesture Recognition  
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition Journal article
Cheng, Dongzhou, Zhang, Lei, Qin, Lutong, Wang, Shuoyuan, Wu, Hao, Song, Aiguo. MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition[J]. IEEE Journal of Biomedical and Health Informatics, 2024, 28(5), 2687-2698.
Authors:  Cheng, Dongzhou;  Zhang, Lei;  Qin, Lutong;  Wang, Shuoyuan;  Wu, Hao; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:6.7/7.1 | Submit date：2024/05/16
Convolution  Convolutional Autoencoder  Data Models  Decoding  Feature Extraction  Human Activity Recognition  Human Activity Recognition  Masked Reconstruction  Self-supervised Learning  Self-supervised Learning  Sensor  Task Analysis  
Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding Journal article
Xu, Lixiang, Cui, Qingzhe, Hong, Richang, Xu, Wei, Chen, Enhong, Yuan, Xin, Li, Chenglong, Tang, Yuanyan. Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding[J]. IEEE Transactions on Multimedia, 2024, 1-14.
Authors:  Xu, Lixiang;  Cui, Qingzhe;  Hong, Richang;  Xu, Wei;  Chen, Enhong; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:8.4/8.0 | Submit date：2024/05/16
3d Object Recognition  3d Position Embedding  Aggregates  Computational Modeling  Feature Extraction  Knowledge Distillation  Long Short Term Memory  Multi-view Vit  Shape  Solid Modeling  Three-dimensional Displays  View Grouping  
Emotion recognition based on multimodal physiological signals using spiking feed-forward neural networks Journal article
Yang, Xudong, Yan, Hongli, Zhang, Anguo, Xu, Pan, Pan, Sio Hang, Vai, Mang I., Gao, Yueming. Emotion recognition based on multimodal physiological signals using spiking feed-forward neural networks[J]. Biomedical Signal Processing and Control, 2024, 91, 105921.
Authors:  Yang, Xudong;  Yan, Hongli;  Zhang, Anguo;  Xu, Pan;  Pan, Sio Hang; et al.
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:4.9/4.9 | Submit date：2024/05/16
Emotion Recognition  Feature Extraction  Multimodal Physiological Signals  Spiking Feed-forward Neural Networks  Time Series  Wearable Wristbands  
Toward Efficient Palmprint Feature Extraction by Learning a Single-Layer Convolution Network Journal article
Fei, Lunke, Zhao, Shuping, Jia, Wei, Zhang, Bob, Wen, Jie, Xu, Yong. Toward Efficient Palmprint Feature Extraction by Learning a Single-Layer Convolution Network[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 34(12), 9783 - 9794.
Authors:  Fei, Lunke;  Zhao, Shuping;  Jia, Wei;  Zhang, Bob;  Wen, Jie; et al.
Favorite | TC[WOS]:11 TC[Scopus]:14  IF:10.2/10.4 | Submit date：2022/05/17
Biometrics  Compact Convolution Network  Joint Feature Learning  Palmprint Recognition