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Proceedings Paper

A new representative criterion for image resampling based on bootstrap and plug in algorithm
Author(s): Sabra Mabrouk; Slim M'hiri; Faouzi Ghorbel
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Paper Abstract

In this paper we intend to introduce a new representativeness criterion of the Bootstrap sample for images segmentation. Using the plug-in method in order to estimate probability density functions (pdf), we present a robust and stable criterion based on L2 distance between the estimated probability density from the bootstrap sample and the empirical probability density of the image. This criterion is tested on satellite images.

Paper Details

Date Published: 16 April 2014
PDF: 6 pages
Proc. SPIE 9159, Sixth International Conference on Digital Image Processing (ICDIP 2014), 915917 (16 April 2014); doi: 10.1117/12.2064361
Show Author Affiliations
Sabra Mabrouk, The Univ. of Manouba (Tunisia)
Slim M'hiri, The Univ. of Manouba (Tunisia)
Faouzi Ghorbel, The Univ. of Manouba (Tunisia)


Published in SPIE Proceedings Vol. 9159:
Sixth International Conference on Digital Image Processing (ICDIP 2014)
Charles M. Falco; Chin-Chen Chang; Xudong Jiang, Editor(s)

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