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Proceedings Paper

Automatic threshold estimation for gradient image segmentation
Author(s): Tianxu Zhang; Xinsai Wang; Yuehuan Wang
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Paper Abstract

The gradient histogram has unimodality. It has been found from the statistics of the gradient histogram for large numbers of images that the gradient histograms of the object and background can be fitted with the X2 distribution density function of different degrees of freedom. A method of automatic estimation of the threshold of gradient image segmentation is presented and proved.

Paper Details

Date Published: 21 September 2001
PDF: 6 pages
Proc. SPIE 4550, Image Extraction, Segmentation, and Recognition, (21 September 2001); doi: 10.1117/12.441435
Show Author Affiliations
Tianxu Zhang, Huazhong Univ. of Science and Technology (China)
Xinsai Wang, Huazhong Univ. of Science and Technology (China)
Yuehuan Wang, Huazhong Univ. of Science and Technology (China)

Published in SPIE Proceedings Vol. 4550:
Image Extraction, Segmentation, and Recognition

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