An Investigation Into The Effect Of Independence Of Pixel Images On Image Segmentation

Tianhu Lei; Wilfred Sewchand

doi:10.1117/12.962337

30 January 1990 An Investigation Into The Effect Of Independence Of Pixel Images On Image Segmentation

Tianhu Lei, Wilfred Sewchand

Proceedings Volume 1153, Applications of Digital Image Processing XII; (1990) https://doi.org/10.1117/12.962337
Event: 33rd Annual Technical Symposium, 1989, San Diego, United States

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 .

Citation Download Citation

Tianhu Lei and Wilfred Sewchand "An Investigation Into The Effect Of Independence Of Pixel Images On Image Segmentation", Proc. SPIE 1153, Applications of Digital Image Processing XII, (30 January 1990); https://doi.org/10.1117/12.962337

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