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凯莱-克莱因度量学习 学位论文
, 北京: 中国科学院大学, 2018
Authors:  毕琰虹
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机器学习  度量学习  非欧几何度量  凯莱-克莱因度量  
基于相关滤波的在线视觉跟踪研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  张梦丹
Adobe PDF(47557Kb)  |  Favorite  |  View/Download:125/6  |  Submit date:2018/05/30
相关滤波  视觉跟踪  弱监督学习  深度学习  卷积神经网络  
基于对抗学习的非受控环境下人脸识别方法研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  胡一博
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人脸识别  对抗学习  卷积神经网络  非受控环境  
Attention-Set based Metric Learning for Video Face Recognition 会议论文
, Nanjing, China, 2017.11.26-2017.11.29
Authors:  Yibo Hu;  Xiang Wu;  Ran He
View  |  Adobe PDF(496Kb)  |  Favorite  |  View/Download:159/69  |  Submit date:2018/01/03
Video Face Recognition  Metric Learning  Memory Attention Weighting  
Multiple Cayley-Klein metric learning 期刊论文
PLOS ONE, 2017, 卷号: 12, 期号: 9, 页码: 1-15
Authors:  Bi, Yanhong;  Fan, Bin;  Wu, Fuchao;  Bin Fan
View  |  Adobe PDF(2897Kb)  |  Favorite  |  View/Download:71/9  |  Submit date:2018/01/03
Metric Learning  Cayley-klein Metric  
基于环境约束的视觉数据分析 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  周振
Adobe PDF(11422Kb)  |  Favorite  |  View/Download:131/8  |  Submit date:2017/06/07
环境约束  图像分类  步态识别  行人再识别  
Parameter Identifiability in Statistical Machine Learning: A Review 期刊论文
NEURAL COMPUTATION, 2017, 卷号: 29, 期号: 5, 页码: 1151-1203
Authors:  Ran, Zhi-Yong;  Hu, Bao-Gang
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Parameter Identifiability  Statistical Machine Learning  
Building Regional Covariance Descriptors for Vehicle Detection 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 4, 页码: 524-528
Authors:  Chen, Xueyun;  Gong, Ren-Xi;  Xie, Ling-Ling;  Xiang, Shiming;  Liu, Cheng-Lin;  Pan, Chun-Hong
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Deep Convolutional Neural Networks (Dcnns)  Regional Covariance Descriptor (Rcd)  Vehicle Detection  
Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2017, 卷号: PP, 期号: 99, 页码: 1-12
Authors:  Shihui Ying;  Zhijie Wen;  Jun Shi;  Yaxin Peng;  Jigen Peng;  Hong Qiao
View  |  Adobe PDF(3665Kb)  |  Favorite  |  View/Download:198/117  |  Submit date:2018/01/06
Classification  Distance Metric Learning  Intrinsic Algorithm  Matrix Manifold  Semisupervised Learning.  
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 1, 页码: 172-188
Authors:  Hu, Weiming;  Gao, Jin;  Xing, Junliang;  Zhang, Chao;  Maybank, Stephen;  Weiming Hu
View  |  Adobe PDF(7133Kb)  |  Favorite  |  View/Download:193/59  |  Submit date:2016/04/13
Discriminant Tracking  Tensor Samples  Semi-supervised Learning  Graph Embedding Space