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Proceedings Paper

An Investigation Into The Effect Of Independence Of Pixel Images On Image Segmentation
Author(s): Tianhu Lei; Wilfred Sewchand
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Paper Abstract

This paper proposes a procedure to investigate whether the statistical independence among the pixel images of a picture affects the statistical image segmentation. The results of investi-gation shows that ignoring this independence will degrade the quality of the segmented images: the more pixels which belong to the major image regions will be misclassified into the minor image regions, an artifact of statistical image segmentation. The procedure utilized in this in-vestigation can be used as an accurate statistical image segmentation technique .

Paper Details

Date Published: 30 January 1990
PDF: 10 pages
Proc. SPIE 1153, Applications of Digital Image Processing XII, (30 January 1990); doi: 10.1117/12.962337
Show Author Affiliations
Tianhu Lei, University of Maryland School of Medicine (United States)
Wilfred Sewchand, University of Maryland School of Medicine (United States)

Published in SPIE Proceedings Vol. 1153:
Applications of Digital Image Processing XII
Andrew G. Tescher, Editor(s)

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