Title :
Affective Meeting Video Analysis
Author :
Jaimes, Alejandro ; Nagamine, Takeshi ; Liu, Jianyi ; Omura, Kengo ; Sebe, Nicu
Author_Institution :
FXPAL, Fuji Xerox Co. Ltd.
Abstract :
In this paper, we examine the affective content of meeting videos. First, we asked five subjects to manually label three meeting videos using continuous response measurement (continuous-scale labeling in real-time) for energy and valence, (the two dimensions of the human affect space). Then we automatically extracted audio-visual features to characterize the affective content of the videos. We compare the results of manual labeling and low-level automatic audiovisual feature extraction. Our analysis yields promising results which suggest that affective meeting video analysis can lead to very interesting observations useful for automatic indexing
Keywords :
content-based retrieval; feature extraction; indexing; video retrieval; video signal processing; affective video content; audio-visual feature extraction; automatic indexing; continuous response measurement; manual labeling; meeting video analysis; Automatic speech recognition; Energy measurement; Feature extraction; Humans; Labeling; Machine assisted indexing; Psychology; Speech analysis; Speech recognition; TV;
Conference_Titel :
Multimedia and Expo, 2005. ICME 2005. IEEE International Conference on
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-9331-7
DOI :
10.1109/ICME.2005.1521695