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A framework for video event classification by modeling temporal context of multimodal features using HMM.

Authors :
Chen, Hsuan-Sheng
Tsai, Wen-Jiin
Source :
Journal of Visual Communication & Image Representation. Feb2014, Vol. 25 Issue 2, p285-295. 11p.
Publication Year :
2014

Abstract

Highlights: [•] An event classification framework using temporal context of multimodal features. [•] Link low-level features and high-level semantics by mid-level interval features. [•] Explore full temporal relations among mid-level features from multiple modalities. [•] Propose a co-occurrence symbol transformation method for HMM classification. [•] Provide more promising baseball event classification results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10473203
Volume :
25
Issue :
2
Database :
Academic Search Index
Journal :
Journal of Visual Communication & Image Representation
Publication Type :
Academic Journal
Accession number :
94365533
Full Text :
https://doi.org/10.1016/j.jvcir.2013.12.001