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Innovative Contactless Palmprint Recognition System Based on Dual-Camera Alignment Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022
Authors:  Liang, Xu;  Li, Zhaoqun;  Fan, Dandan;  Zhang, Bob;  Lu, Guangming;  Zhang, David
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/17
Bimodal Palm Alignment  Cameras  Contactless Biometrics  Convolutional Neural Network (Cnn)  Convolutional Neural Networks  Distance Measurement  Feature Extraction  Image Sensors  Imaging  Palmprint Recognition  Palmprint Sensor  Ranging Sensor Calibration  
Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022,Volume: 32,Issue: 1,Page: 92-104
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Peng, Chong;  Lu, Guangming;  Zhou, Yicong
Favorite |  | TC[WOS]:15 TC[Scopus]:12 | Submit date:2022/02/22
Graph Learning  Low-rank  Multi-view Clustering  Tensor Approximation  
Partial Tubal Nuclear Norm Regularized Multi-view Learning Conference paper
MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, Chengdu, 2021-10
Authors:  Chen, Yongyong;  Wang, Shuqin;  Peng, Chong;  Lu, Guangming;  Zhou, Yicong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Clustering  Dimension Reduction  Low-rank Tensor  Multi-view Learning  
Highly shared Convolutional Neural Networks Journal article
Expert Systems with Applications, 2021,Volume: 175
Authors:  Lu, Yao;  Lu, Guangming;  Zhou, Yicong;  Li, Jinxing;  Xu, Yuanrong;  Zhang, David
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/12/08
Cnns  Deep Learning  Group Convolutions  Highly Shared Convolutions  Hsc-nets  
Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 2,Page: 534-547
Authors:  Li, Jinxing;  Lu, Guangming;  Zhang, Bob;  You, Jane;  Zhang, David
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2021/12/07
Classification  Gaussian Process (Gp)  Latent Variable Model  Multikernel  Multiview  
Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks Journal article
IEEE Transactions on Cybernetics, 2021
Authors:  Lu, Yao;  Zhang, Zheng;  Lu, Guangming;  Zhou, Yicong;  Li, Jinxing;  Zhang, David
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/13
Additional Regularization (Addi-reg)  Convergence  Convolutional Neural Networks (Cnns)  Deep Learning  Learning Systems  Multiplicative Regularization (Multi-reg)  Neural Networks  Optimization  Perturbation Methods  Regularization.  Residual Neural Networks  Training  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Information Fusion, 2021,Volume: 65,Page: 108-118
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob;  Zhang,David
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2021/03/11
Classification  Gaussian Process  Multi-view  View-shared  View-specific  
Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 11,Page: 4791-4805
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  You,Jane;  Xu,Yong;  Wu,Feng;  Zhang,David
Favorite |  | TC[WOS]:3 TC[Scopus]:1 | Submit date:2021/03/11
Asymmetric  Deep Learning  Hashing Learning  Point-to-angle  Triplet Loss  
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Xu,Yong;  Wu,Feng;  Zhang,David
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Adaptation Models  Correlation  Data Models  Gaussian Process (Gp)  Gaussian Processes  Hamming Distance  Hamming Distance  Harmonization  Image Color Analysis  Latent Variable  Learning Systems  Multiview.  
Similarity and diversity induced paired projection for cross-modal retrieval Journal article
Information Sciences, 2020,Volume: 539,Page: 215-228
Authors:  Li,Jinxing;  Li,Mu;  Lu,Guangming;  Zhang,Bob;  Yin,Hongpeng;  Zhang,David
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/03/11
Cross-modal  Diversity  Pair Projection  Similarity