Texture feature extraction based on HVS for MPEG-7 homogeneous texture descriptor

Yong Man Ro; Ho Kyung Kang; Munchurl Kim; Jinwoong Kim

doi:10.1117/12.403833

11 October 2000 Texture feature extraction based on HVS for MPEG-7 homogeneous texture descriptor

Yong Man Ro, Ho Kyung Kang, Munchurl Kim, Jinwoong Kim

Proceedings Volume 4210, Internet Multimedia Management Systems; (2000) https://doi.org/10.1117/12.403833
Event: Information Technologies 2000, 2000, Boston, MA, United States

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.

Citation Download Citation

Yong Man Ro, Ho Kyung Kang, Munchurl Kim, and Jinwoong Kim "Texture feature extraction based on HVS for MPEG-7 homogeneous texture descriptor", Proc. SPIE 4210, Internet Multimedia Management Systems, (11 October 2000); https://doi.org/10.1117/12.403833

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
10 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Feature extraction

Databases

Multimedia

Radon

Spatial frequencies

Visual system

RELATED CONTENT

Fast coarse-to-fine video retrieval via shot-level statistics
Proceedings of SPIE (June 24 2005)

Multi-level signature based biometric authentication using watermarking
Proceedings of SPIE (May 02 2007)

Relevance feedback as distribution generation
Proceedings of SPIE (July 01 2002)

Rotational invariant similarity measurement for content-based image indexing
Proceedings of SPIE (April 19 2000)

New distortion-invariant SVRDM hierarchical classifier
Proceedings of SPIE (October 25 2004)

FFT-based technique for image-signature generation
Proceedings of SPIE (January 15 1997)

Audio thumbnailing using MPEG-7 low-level audio descriptors
Proceedings of SPIE (November 26 2003)

Subscribe to Digital Library

Receive Erratum Email Alert

Keywords/Phrases

Search In:

Publication Years