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Proceedings Paper

Intra/inter-band coding in FCM-VQ of multispectral images
Author(s): Yuttapong Rangsanseri; Uthai Sangthongpraow; Punya Thitimajshima
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Paper Abstract

This paper presents a multispectral image compression method based on vector quantization technique that uses fuzzy c-means (FCM) algorithm to generate the codebook. There are two ways to form the vector set from the input image: the intraband vector forming where each vector was formed by dividing the input image into blocks, and the interband vector forming where each vector was formed by the gray values of all bands representing a pixel. In this research, a modified version of FCM was used to reduce the computational time. The experimental results comparing the effect of both vector forming methods are given.

Paper Details

Date Published: 26 September 2001
PDF: 5 pages
Proc. SPIE 4551, Image Compression and Encryption Technologies, (26 September 2001); doi: 10.1117/12.442921
Show Author Affiliations
Yuttapong Rangsanseri, King Mongkut's Institute of Technology Ladkrabang (Thailand)
Uthai Sangthongpraow, King Mongkut's Institute of Technology Ladkrabang (Thailand)
Punya Thitimajshima, King Mongkut's Institute of Technology Ladkrabang (Thailand)


Published in SPIE Proceedings Vol. 4551:
Image Compression and Encryption Technologies

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