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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:157/45  |  Submit date:2016/04/13
Discriminant Tracking  Tensor Samples  Semi-supervised Learning  Graph Embedding Space  
SERVE: Soft and Equalized Residual VEctors for image retrieval 期刊论文
NEUROCOMPUTING, 2016, 卷号: 207, 期号: 0, 页码: 202-212
Authors:  Li, Jun;  Xu, Chang;  Gong, Mingming;  Xing, Junliang;  Yang, Wankou;  Sun, Changyin
View  |  Adobe PDF(2902Kb)  |  Favorite  |  View/Download:61/7  |  Submit date:2016/12/26
Serve  Manifolds  Multi-graph Embedding  Graph Ensemble  Image Retrieval  
基于图学习的半监督在线视觉跟踪研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  高晋
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在线视觉跟踪  图嵌入学习  半监督学习  迁移学习  张量化图嵌入  高斯过程回归  半监督提升  Online Visual Tracking  Graph Embedding Learning  Semi-supervised Learning  Transfer Learning  Tensorised Graph Embedding  Gaussian Processes Regression  Semiboost  
Inductive hierarchical nonnegative graph embedding for "verb-object" image classification 期刊论文
MACHINE VISION AND APPLICATIONS, 2014, 卷号: 25, 期号: 7, 页码: 1647-1659
Authors:  Sun, Chao;  Bao, Bing-Kun;  Xu, Changsheng
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Inductive  Hierarchical  Graph Embedding  Verb-object  
Graph-Embedding-Based Learning for Robust Object Tracking 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 卷号: 61, 期号: 2, 页码: 1072-1084
Authors:  Zhang, Xiaoqin;  Hu, Weiming;  Chen, Shengyong;  Maybank, Steve
Favorite  |  View/Download:48/0  |  Submit date:2015/08/12
Graph Embedding  Object Tracking  Particle Filter  Subspace Learning  
General Subspace Learning With Corrupted Training Data Via Graph Embedding 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2013, 卷号: 22, 期号: 11, 页码: 4380-4393
Authors:  Bao, Bing-Kun;  Liu, Guangcan;  Hong, Richang;  Yan, Shuicheng;  Xu, Changsheng
Adobe PDF(3715Kb)  |  Favorite  |  View/Download:69/13  |  Submit date:2015/08/12
Subspace Learning  Corrupted Training Data  Discriminant Analysis  Graph Embedding  
目标跟踪搜索策略及表观建模研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2013
Authors:  马林
Adobe PDF(10667Kb)  |  Favorite  |  View/Download:33/0  |  Submit date:2015/09/02
粒子滤波  马尔科夫随机场  二维主成分分析  图嵌入  子空间  图模型  Particle Filter  Markov Random Field  2d Pca  Graph Embedding  Subspace  Graphical Model  
Approximate pairwise clustering for large data sets via sampling plus extension 期刊论文
PATTERN RECOGNITION, 2011, 卷号: 44, 期号: 2, 页码: 222-235
Authors:  Wang, Liang;  Leckie, Christopher;  Kotagiri, Ramamohanarao;  Bezdek, James
Favorite  |  View/Download:25/0  |  Submit date:2015/11/08
Pairwise Data  Selective Sampling  Spectral Clustering  Graph Embedding  Out-of-sample Extension  
复杂场景下目标的跟踪与姿态估计 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2010
Authors:  张笑钦
Adobe PDF(3133Kb)  |  Favorite  |  View/Download:49/0  |  Submit date:2015/09/02
图嵌入学习  粒子群优化  核贝叶斯  卡尔曼滤波  粒子滤波  目标跟踪  姿态估计  Graph Embedding Learning  Particle Swarm Optimization  Kernel Bayesian  Kalman Filter  Particle Filter  Object Tracking  Pose Estimation