DocumentCode :
427192
Title :
Video data mining: rhythms in a movie
Author :
Shirahama, Kimiaki ; Iwamoto, Kazuhisa ; Uehera, Kuniaki
Author_Institution :
Graduate Sch. of Sci. & Technol., Kobe Univ.
Volume :
2
fYear :
2004
fDate :
30-30 June 2004
Firstpage :
1463
Abstract :
The task to discover useful editing patterns from a professional video, such as a movie, is one of the main purposes of video data mining. These patterns successfully convey an editor´s intentions to the viewer. However, data mining on multimedia data like a movie is a challenging task, due to the complicated contents of multimedia data. Particularly, the discovered patterns need to be supported by their semantic features, because these features tell amateur editors how to use the corresponding patterns during the process of editing a new video. We focus on the rhythm in a movie, consisting of the durations of a target character´s appearance and disappearance. Based on this rhythm, we divide the movie into topics. Each topic corresponds to one meaningful episode of the character. By investigating such topics, we can discover useful editing patterns of a character´s rhythm, supported by their semantic features. Also, these rhythms can be used to annotate certain types of topics
Keywords :
data mining; feature extraction; multimedia systems; pattern classification; video signal processing; amateur editors; editing patterns; movie rhythms; multimedia data; professional video; semantic features; topic annotation; video data mining; video editing patterns; Cameras; Data mining; Motion pictures; Psychology; Rhythm; Streaming media; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8603-5
Type :
conf
DOI :
10.1109/ICME.2004.1394511
Filename :
1394511
Link To Document :
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