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基于多特征概率图模型的视觉人体行为分析 学位论文
, 北京: 中国科学院研究生院, 2016
Authors:  杨双
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多特征  概率图模型  最大间隔  主题模型  最大熵判别分析  高斯 过程  多任务学习  多核学习  正则贝叶斯  行为识别  
Hierarchical Bayesian Multiple Kernel Learning Based Feature Fusion for Action Recognition 会议论文
, Cancun, Mexico, 2016
Authors:  Wen Sun;  Chunfeng Yuan;  Pei Wang;  Shuang Yang;  Weiming Hu;  Zhaoquan Cai
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Multi-Feature Max-Margin Hierarchical Bayesian Model for Action Recognition 会议论文
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 波士顿, 2015.06.07-2015.06.12
Authors:  Shuang Yang;  Chunfeng Yuan;  Baoxin Wu;  Weiming Hu;  Fangshi Wang
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Learning Human Actions by Combining Global Dynamics and Local Appearance 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 12, 页码: 2466-2482
Authors:  Luo, Guan;  Yang, Shuang;  Tian, Guodong;  Yuan, Chunfeng;  Hu, Weiming;  Maybank, Stephen J.;  weiming hu
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Action Recognition  Linear Dynamical System  Local Spatio-temporal Feature  Non-vector Descriptor  Distance Learning  
A Hierarchical Model Based on Latent Dirichlet Allocation for Action Recognition 会议论文
International Conference on Pattern Recognition (ICPR), USA, 2014
Authors:  Shuang Yang;  Chunfeng Yuan;  Weiming Hu;  Xinmiao Ding
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COMBINING SPARSE APPEARANCE FEATURES AND DENSE MOTION FEATURES VIA RANDOM FOREST FOR ACTION DETECTION 会议论文
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Canada, 2013
Authors:  Yang, Shuang;  Yuan, Chunfeng;  Wang, Haoran;  Hu, Weiming;  weiming hu
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基于无信息先验的判别式学习 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2008
Authors:  杨双红
Adobe PDF(2145Kb)  |  Favorite  |  View/Download:48/0  |  Submit date:2015/09/02
机器学习  人工智能  分类  回归  模型选择  特征选择  无信息先验  判别式学习  Machine Learning  Artificial Intelligence  Classification  Regression  Model Selection  Feature Selection  Noninformative Prior Knowledge  Discriminative Learning