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Extending generalized unsupervised manifold alignment 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 7, 页码: 18
作者:  Yin, Xiaoyi;  Cui, Zhen;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
unsupervised manifold alignment  relaxed integer programming  Frank Wolfe algorithm  
Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering 期刊论文
NEURAL PROCESSING LETTERS, 2020, 页码: 16
作者:  Zhu, Xiaofei;  Do, Khoi Duy;  Guo, Jiafeng;  Xu, Jun;  Dietze, Stefan
收藏  |  浏览/下载：56/0  |  提交时间：2020/12/10
Deep neural networks  Stacked autoencoder  Manifold constraint  Clustering  
A Novel Sign Language Recognition Framework Using Hierarchical Grassmann Covariance Matrix 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2806-2814
作者:  Wang, Hanjie;  Chai, Xiujuan;  Chen, Xilin
收藏  |  浏览/下载：47/0  |  提交时间：2020/12/10
Covariance matrices  Hidden Markov models  Manifolds  Assistive technology  Feature extraction  Gesture recognition  Correlation  Sign language recognition  grassmann covariance matrix  grassmann manifold  belief propagation  sentence spotting  
Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 12, 页码: 2827-2840
作者:  Huang, Zhiwu;  Wang, Ruiping;  Shan, Shiguang;  Van Gool, Luc;  Chen, Xilin
收藏  |  浏览/下载：81/0  |  提交时间：2019/08/16
Riemannian manifold  video-based face recognition  cross Euclidean-to-Riemannian metric learning  
Geometry-Aware Similarity Learning on SPD Manifolds for Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 卷号: 28, 期号: 10, 页码: 2513-2523
作者:  Huang, Zhiwu;  Wang, Ruiping;  Li, Xianqiu;  Liu, Wenxian;  Shan, Shiguang;  Van Gool, Luc;  Chen, Xilin
收藏  |  浏览/下载：76/0  |  提交时间：2019/04/03
Discriminative SPD matrices  Riemannian geometry  SPD manifold  geometry-aware SPD similarity learning  PSD manifold  
Eigenobject-wise saliency detection based on manifold ranking 期刊论文
NEUROCOMPUTING, 2018, 卷号: 281, 页码: 196-205
作者:  Jin, Guoqing;  Zhang, Dongming;  Dai, Feng;  Zhang, Yongdong
收藏  |  浏览/下载：58/0  |  提交时间：2019/12/10
Saliency detection  Eigenimage  Laplacian matrix  Manifold ranking  
Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 1, 页码: 151-163
作者:  Wang, Wen;  Wang, Ruiping;  Huang, Zhiwu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：45/0  |  提交时间：2019/12/12
Statistical manifold  kernel discriminative learning  graph embedding  gaussian distribution  
Multi-Scale Multi-Feature Context Modeling for Scene Recognition in the Semantic Manifold 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 6, 页码: 2721-2735
作者:  Song, Xinhang;  Jiang, Shuqiang;  Herranz, Luis
收藏  |  浏览/下载：54/0  |  提交时间：2019/12/12
Scene recognition  semantic manifold  semantic multinomial  multi-scale  context model  Markov random field  convolutional neural networks  
A Semi-supervised manifold alignment algorithm and an evaluation method based on local structure preservation 期刊论文
NEUROCOMPUTING, 2017, 卷号: 224, 页码: 195-203
作者:  Li, Xiaojie;  Lv, Jiancheng;  Wu, Xi;  Yu, Xin
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/12
Manifold alignment  Structural stability  Local structure  
Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 12, 页码: 5920-5932
作者:  Liu, Mengyi;  Shan, Shiguang;  Wang, Ruiping;  Chen, Xilin
收藏  |  浏览/下载：47/0  |  提交时间：2019/12/13
Facial expression recognition  universal manifold model  Riemannian manifold  discriminant Learning  expressionlets