On the Use of Lee's Protocol for Speckle-Reducing Techniques
Computer Vision and Pattern Recognition
2012-09-11 v1
Abstract
This paper presents two new MAP (Maximum a Posteriori) filters for speckle noise reduction and a Monte Carlo procedure for the assessment of their performance. In order to quantitatively evaluate the results obtained using these new filters, with respect to classical ones, a Monte Carlo extension of Lee's protocol is proposed. This extension of the protocol shows that its original version leads to inconsistencies that hamper its use as a general procedure for filter assessment. Some solutions for these inconsistencies are proposed, and a consistent comparison of speckle-reducing filters is provided.
Cite
@article{arxiv.1209.1788,
title = {On the Use of Lee's Protocol for Speckle-Reducing Techniques},
author = {Elsa E. Moschetti and M. Gabriela Palacio and Mery Picco and Oscar H. Bustos and Alejandro C. Frery},
journal= {arXiv preprint arXiv:1209.1788},
year = {2012}
}
Comments
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