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An Approach of Action Scene Detection in Martial Arts Movies Based on Audio Feature

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3 Author(s)
Guo FengJuan ; Sch. of Sci. & Technol., North China Electr. Power Univ., Baoding, China ; Wang Xiaohui ; Shan ShuQian

The paper presents a new method for action scene detection in the martial arts movies based on audio feature. First audio information is divided into seven categories: silence, harmonic environmental sound, pure music, pure voice, voice with background music, environmental sound with background music and non-harmonic environmental sound. Then the non-harmonic environmental sound is divided into the sword sound, the stick sound, the unarmed fight sound, the object broken sound and other non-harmonic environmental sound using support vector machines (SVM). At last the method of detecting action scene according to audio classification is elaborated. Experimental results prove that the method is effective.

Published in:

Computer Network and Multimedia Technology, 2009. CNMT 2009. International Symposium on

Date of Conference:

18-20 Jan. 2009