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Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016, 卷号: 38, 期号: 2, 页码: 405-416
Authors:  Ren, Weiqiang;  Huang, Kaiqi;  Tao, Dacheng;  Tan, Tieniu
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Weakly Supervised Localization  Convolutional Networks  Multiple Instance Learning  
复杂场景中行为识别的关键技术及方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  周文
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复杂场景  视角  局部特征  多示例学习  马尔科夫模型  行为识别  姿态估计  Complex Scenes  Viewpoints  Local Features  Multiple-instance Learning  Markov Model  Action Recognition  Pose Estimation  
M4L: Maximum margin Multi-instance Multi-cluster Learning for scene modeling 期刊论文
PATTERN RECOGNITION, 2013, 卷号: 46, 期号: 10, 页码: 2711-2723
Authors:  Zhang, Tianzhu;  Liu, Si;  Xu, Changsheng;  Lu, Hanqing
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Scene Understanding  Maximum Margin Clustering  Multiple Instance Learning (Mil)  Gaussian Mixture Model (Gmm)  Constrained Concave-convex Procedure (Cccp)  
A Generic Framework for Video Annotation via Semi-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2012, 卷号: 14, 期号: 4, 页码: 1206-1219
Authors:  Zhang, Tianzhu;  Xu, Changsheng;  Zhu, Guangyu;  Liu, Si;  Lu, Hanqing
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Broadcast Video  Concave-convex Procedure (Cccp)  Event Detection  Graph  Internet  Multiple Instance Learning  Semi-supervised Learning  Web-casting Text  
Online multiple instance gradient feature selection for robust visual tracking 期刊论文
PATTERN RECOGNITION LETTERS, 2012, 卷号: 33, 期号: 9, 页码: 1075-1082
Authors:  Xie, Yuan;  Qu, Yanyun;  Li, Cuihua;  Zhang, Wensheng
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Gradient-based Feature Selection  Hog  Multiple Instance Learning  Online Object Tracking  
Multiple Instance Learning with Correlated Features 期刊论文
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2012, 卷号: 14, 期号: 2, 页码: 305-313
Authors:  Huang, Yiheng;  Zhang, Wensheng;  Wang, Jue
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Correlation Feature  Multiple Instance Learning  Pairwise Partners  Unsupervised Learning  
统计学习方法在多示例学习及特征抽取中的应用 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2012
Authors:  黄羿衡
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统计学习理论  多示例学习  耦合对  稀疏支持向量机  分段线性路径  Statistical Learning Theory  Multiple Instance Learning  Paiwise Partners  Sparse Support Vector Machine  Piecewise Linear Path  
Boosted Exemplar Learning for Action Recognition and Annotation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2011, 卷号: 21, 期号: 7, 页码: 853-866
Authors:  Zhang, Tianzhu;  Liu, Jing;  Liu, Si;  Xu, Changsheng;  Lu, Hanqing
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Action Annotation  Action Recognition  Adaboost  Mi-svm  Multiple Instance Learning (Mil)  
带结构样本集上的机器学习 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2011
Authors:  韩彦军
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带结构样本集  归纳逻辑  规则集成  多实例学习  推荐算法  群体发现  Structural Sample Set  Inductive Logic Programming  Rule Ensemble  Multiple Instance Learning  Recommendation Systems  Community Detection