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Proceedings Paper

Region-based color image segmentation scheme
Author(s): Nicolaos Ikonomakis; Konstantinos N. Plataniotis; Anastasios N. Venetsanopoulos
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Paper Abstract

A color image segmentation technique is presented for use in coding and/or compression of video-conferencing sequences. The proposed technique utilizes the perceptual HSI (hue, saturation, intensity) color space. The effectiveness of the scheme is improved by first splitting the pixels in the image into chromatic and achromatic regions using a classification method. A region growing scheme is then employed to each of the set of chromatic and achromatic pixels to segment the image. For the achromatic pixels a simple intensity difference metric is used. For the chromatic pixels three distance metrics were compared. Results are shown for three video- conferencing type images.

Paper Details

Date Published: 28 December 1998
PDF: 8 pages
Proc. SPIE 3653, Visual Communications and Image Processing '99, (28 December 1998); doi: 10.1117/12.334627
Show Author Affiliations
Nicolaos Ikonomakis, Univ. of Toronto (Canada)
Konstantinos N. Plataniotis, Ryerson Polytechnic Univ. (Canada)
Anastasios N. Venetsanopoulos, Univ. of Toronto (Canada)

Published in SPIE Proceedings Vol. 3653:
Visual Communications and Image Processing '99
Kiyoharu Aizawa; Robert L. Stevenson; Ya-Qin Zhang, Editor(s)

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