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Canonical Correlation Analysis Regularization: An Effective Deep Multi-View Learning Baseline for RGB-D Object Recognition Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2019,Volume: 11,Issue: 1,Page: 107 - 118
Authors:  Lulu Tang;  Zhi-Xin Yang;  Kui Jia
Favorite  |  View/Download:31/0  |  Submit date:2019/04/04
Generative multi-view and multi-feature learning for classification Journal article
INFORMATION FUSION, 2019,Volume: 45,Page: 215-226
Authors:  Li, Jinxing;  Zhang, Bob;  Lu, Guangming;  Zhang, David
Favorite  |  View/Download:37/0  |  Submit date:2018/10/30
Multi-view(modal)  Multi-feature  Generative model  Bayesian model  Classification  
Shared Autoencoder Gaussian Process Latent Variable Model for Visual Classification Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 9,Page: 4272-4286
Authors:  Li, Jinxing;  Zhang, Bob;  Zhang, David
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Autoencoder  discriminative  Gaussian process (GP)  kernel  latent variable model  multiview  
Dictionary Learning-Based Hough Transform for Road Detection in Multispectral Image Journal article
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017,Volume: 14,Issue: 12,Page: 2330-2334
Authors:  Liu, Weifeng;  Zhang, Zhenqing;  Chen, Xinghua;  Li, Shuying;  Zhou, Yicong
Favorite  |  View/Download:14/0  |  Submit date:2018/10/30
Dictionary Learning  Hough Transform  Multispectral Image  Radon Transform (Rt)  Road Detection  
High-Order Distance-Based Multiview Stochastic Learning in Image Classification Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 12,Page: 2431 - 2442
Authors:  Jun Yu;  Yong Rui;  Yuan Yan Tang;  Dacheng Tao
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
Hypergraph  Image Classification  Multiview Stochastic  Probability Matrix  
Group sparse Multiview patch alignment framework with view consistency for image classification Journal article
IEEE Transactions on Image Processing, 2014,Volume: 23,Issue: 7,Page: 3126 - 3137
Authors:  Jie Gui;  Dacheng Tao;  Zhenan Sun;  Yong Luo;  Xinge You;  Yuan Yan Tang
Favorite  |  View/Download:6/0  |  Submit date:2018/10/30
Group Sparse  Multiview Learning  Patch Alignment Framework  View Consistency  Joint Feature Extraction And Feature Selection  
Multiview Hessian discriminative sparse coding for image annotation Journal article
Computer Vision and Image Understanding, 2014,Volume: 118,Page: 50-60
Authors:  Weifeng Liu;  Dacheng Tao;  Jun Cheng;  Yuanyan Tang
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Hessian  Image Annotation  Multiview  Sparse Coding