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Action Unit Intensity Estimation using Hierarchical Partial Least Squares
Published on Jul 02, 20151341 Views
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Chapter list
Action Unit Intensity Estimation using Hierarchical Partial Least Squares00:00
Motivation - 100:10
Motivation - 201:04
AU Intensity Estimation is Non-linear01:37
Partial Least Square (PLS) Analysis02:56
Partial Least Square Analysis04:21
Local PLS model latent spaces04:39
Hierarchical PLS - 105:28
Hierarchical PLS - 206:03
Hierarchical PLS - 306:06
Hierarchical PLS - 406:11
Hierarchical PLS - 506:16
Hierarchical PLS - 606:22
Hierarchical PLS - 706:41
Hierarchical PLS - 806:52
System Overview07:22
Experiments - 107:43
Experiments - 208:26
Within-Dataset Evaluation09:24
Across-Dataset Evaluation10:54
Computational Efficiency11:16
Summary12:10