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11 October 2000 Texture feature extraction based on HVS for MPEG-7 homogeneous texture descriptor
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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.
© (2000) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
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
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