University of Bahrain
Scientific Journals

Practical Decision Making Based on Joint Geometric-Probabilistic Analysis

Show simple item record

dc.contributor.author Borhani, Mostafa
dc.date.accessioned 2018-07-05T09:59:43Z
dc.date.available 2018-07-05T09:59:43Z
dc.date.issued 2012
dc.identifier.issn 2210-142X
dc.identifier.uri http://10.7.0.19:8080/xmlui/handle/123456789/210
dc.description.abstract This article gives an outline of the novel scheme for increasing performance of object recognition based on approximation of high-resolution wavelet coefficients with morphological deformation operators. The affectivity of statistical pre-processing techniques such as morphological boundary extraction is excavated. The dependency between parent and child wavelet coefficients of natural images was exploited by a generalized Bayesian-based algorithm. The basic idea is to choose upper bands wavelet coefficients between transform outputs of original and morphological presentation of image. It can be applied without any prior knowledge about probability distributions of wavelet coefficients.This is the simplest way to use novel scheme. In other way, the problem can be considered as the estimation of high resolution wavelet coefficients using a priori probability distribution with Bayesian estimation techniques,such as the maximum a posterior (MAP) estimator. en_US
dc.language.iso en_US en_US
dc.publisher University of Bahrain en_US
dc.rights Attribution-NonCommercial-ShareAlike 4.0 International *
dc.rights.uri http://creativecommons.org/licenses/by-nc-sa/4.0/ *
dc.subject Object Recognition en_US
dc.subject Morphological operators en_US
dc.subject Wavelet decomposition en_US
dc.subject Image enhancement en_US
dc.subject Edge detection en_US
dc.subject Image processing en_US
dc.title Practical Decision Making Based on Joint Geometric-Probabilistic Analysis en_US
dc.type Article en_US
dc.identifier.doi http://dx.doi.org/10.12785/IJCDS/010106
dc.volume 01
dc.issue 01
dc.source.title International Journal of Computing and Digital Systems
dc.abbreviatedsourcetitle IJCDS


Files in this item

This item appears in the following Issue(s)

Show simple item record

Attribution-NonCommercial-ShareAlike 4.0 International Except where otherwise noted, this item's license is described as Attribution-NonCommercial-ShareAlike 4.0 International

All Journals


Advanced Search

Browse

Administrator Account