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Automatic group happiness intensity analysis
Published on Jul 02, 20152047 Views
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Chapter list
Automatic Group Happiness Intensity Analysis00:00
From Single Subjects to Crowds00:06
Motivation00:28
Prior Work01:18
Similar Work01:46
Other Group Problems02:03
Challenges02:49
Survey04:34
Survey Results - Factors06:21
Data? - 107:08
Data? - 207:34
Face Analysis08:30
Group Expression Model09:12
Global Factors - 109:49
Global Factors - 210:37
Local Factors10:54
Weighted Group Expression Model - 111:25
Weighted Group Expression Model - 211:39
Social Features as Attributes - 112:49
Social Features as Attributes - 213:40
Experiments14:03
Experiments – Model vs Human14:20
Experiments – GEM vs GEMw vs GEMLDA15:26
Experiments – Group Shot selection - 115:46
Experiments – Group Shot selection - 215:52
Experiments – Group Shot selection - 316:08
Experiments – Group Shot selection - 416:11
Experiments – Group Shot selection - 516:12
Experiments – Group Shot selection - 616:13
Experiments – Group Shot selection - 716:14
Conclusions16:16
Thank you16:53