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Proceedings Paper

Texture feature extraction based on HVS for MPEG-7 homogeneous texture descriptor
Author(s): Yong Man Ro; Ho Kyung Kang; Munchurl Kim; Jinwoong Kim
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Paper Abstract

We present a texture descriptor for multimedia contents description in MPEG-7. The current MPEG-7 candidate for the texture descriptor has been designed to be suitable for the human visual system (HVS). In this paper, the texture is described using perceptual channels that are bands in spatial frequency. Further, the MPEG-7 texture description method has employed Radon Transformation that is suitable for HVS behavior. By taking average energy and energy deviation of the HVS channels, the texture descriptor is generated. To verify the performance of the texture descriptor, experiments with the MPEG-7 database are performed.

Paper Details

Date Published: 11 October 2000
PDF: 10 pages
Proc. SPIE 4210, Internet Multimedia Management Systems, (11 October 2000); doi: 10.1117/12.403833
Show Author Affiliations
Yong Man Ro, Information and Communications Univ. (South Korea)
Ho Kyung Kang, Information and Communications Univ. (South Korea)
Munchurl Kim, Electronics and Telecommunications Research Institute (South Korea)
Jinwoong Kim, Electronics and Telecommunications Research Institute (South Korea)

Published in SPIE Proceedings Vol. 4210:
Internet Multimedia Management Systems
John R. Smith; Chinh Le; Sethuraman Panchanathan; C.-C. Jay Kuo, Editor(s)

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