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Author:

Yuan, Ye (Yuan, Ye.) | Song, Qin-Bao (Song, Qin-Bao.) | Shen, Jun-Yi (Shen, Jun-Yi.)

Indexed by:

Scopus EI SCOPUS

Abstract:

Automatic digital video classification is emerging as an important problem in the fields of video analysis and multimedia database. Decision tree method is used to do the automatic video classification in the paper. At first, video clips are segmented into shots, features of the video clips are generated and a video features database is created in the same time. After that, decision tree method is used to classify the videos as different genres and a set of decision rules are produced. And then, the discovered decision rules are used to predicate the genre of a new video. The experimental results show that the decision tree method is promising for video genre recognition.

Keyword:

Decision tree Genre recognition Video classification Video segmentation

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Source :

Proceedings of 2002 International Conference on Machine Learning and Cybernetics

ISSN: 9780780375086

Year: 2002

Publish Date: 2002-12-01

Volume: 3

Page: 1153-1157

Language: English

Cited Count:

WoS CC Cited Count: 22

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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