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Multimodal Integration for Meeting Group Action Segmentation and Recognition

Published on Feb 25, 20073015 Views

We address the problem of segmentation and recognition of sequences of multimodal human interactions in meetings. These interactions can be seen asa rough structure of a meeting, and can be used eithe

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Chapter list

TITLE00:00
Overview00:08
Structuring of Meetings00:29
Structuring of Meetings00:52
Meeting Views01:31
Action Lexicon02:13
M4 Meeting Corpus02:46
System Overview03:11
Visual Features03:40
Audio Features04:22
Lexical Features04:55
BIC-like approach05:25
BIC-like approach06:11
Multi-layer Hidden Markov Model07:05
Multi-layer Hidden Markov Model07:51
Multi-layer Hidden Markov Model08:27
Multi-stream DBN Model09:24
Experimental Results10:19
Mixed-State DBN11:07
Mixed-State DBN11:56
Summary13:02