Audio-based Classification of Video Genre Using Multivariate Adaptive Regression Splines
Journal Title: International Journal of Advanced Research in Computer Engineering & Technology(IJARCET) - Year 2013, Vol 2, Issue 5
Abstract
A large number of researchers are attracted by video genre classification, video contents retrieval and semantics research in video processing and analysis domain. Many researchers try to propose structure or frameworks to classify the video genre that’s integrating many algorithms using low and high level features. Features generally include both useful and useless information that are difficult to separate. In this paper, video genre classification is proposed by using only the audio channel. A decomposition model is based on multivariate adaptive regression splines to separate useful and useless components and perform the genre identification is performed on these low-level acoustic features such as MFCC and timbral textual features. Experiments are conducted on a corpus composed from cartoons, sports, news, dahmas and musics on which obtain overall classification rate of 91.83%
Authors and Affiliations
Hnin Ei Latt , Dr. Nu War
Keywords
Related Articles
- EP ID EP115211
- DOI -
- Views 107
- Downloads 0
Performance Enhancement of CPU Scheduling by Hybrid Algorithms Using Genetic Approach
Scheduling is a fundamental operating-system function. The concept is to have computer resources shared by a number of processes. The productivity of a computer solely depends on the use of CPU scheduling algorithm...
An effective Golden Section Search Approach based Distribution Load Flow
Abstract—This paper presents an effective Golden Section Search approach based Distribution Load Flow (DLF) for planning of distributed generators as PQ and/or PV node. The practical distribution system may have diffe...
Analysis of local and global techniques for disparity map generation in stereo vision
The field of computer vision is still open to generate 3D images (depth) using stereo image pairs. Obtaining reliable depth estimation has importance in robotic applications and autonomous systems. Stereo vision is...
TPA BASED CLOUD STORAGE SECURITY TECHNIQUES
Cloud Computing is the new trend to reduce the investment in business to satisfy the client needs using internet. The various cloud services provides infrastructure, software and platform. In cloud computing, data...
Optimization of Hamilton Path Tournament Schedule
A Hamilton path tournament design involving n teams and n/2 stadiums, is a round robin schedule on n − 1 days in which each team plays in each stadium at most twice, and the set of games played in each stadium in...