Journal of Applied Sciences Research, Volume (5), No (7), Year (2009-7) , Pages (722-728)

Title : ( Fuzzy Image Segmentation Using Human Interaction )

Authors: Hadi Sadoghi Yazdi , jalal aldin nasiri ,

Citation: BibTeX | EndNote

Abstract

The aim of this paper is presentation of a new fuzzy image segmentation algorithm. In the proposed algorithm, human knowledge is used in clustering features for fuzzy image segmentation. In fuzzy clustering, the membership values of extracted features for each pixel at each cluster change proportional to zonal mean of membership values and gradient mean of adjacent pixels. The direction of membership variations are specified using human interaction. The proposed segmentation approach is applied for segmentation of texture and documentation images. Results show that the human interaction eventuates to clarification of texture and reduction of noise in segmented images.

Keywords

Fuzzy image segmentation; Human computer interaction; Image noise
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@article{paperid:1012766,
author = {Sadoghi Yazdi, Hadi and Nasiri, Jalal Aldin},
title = {Fuzzy Image Segmentation Using Human Interaction},
journal = {Journal of Applied Sciences Research},
year = {2009},
volume = {5},
number = {7},
month = {July},
issn = {1816-157X},
pages = {722--728},
numpages = {6},
keywords = {Fuzzy image segmentation; Human computer interaction; Image noise reduction.},
}

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%0 Journal Article
%T Fuzzy Image Segmentation Using Human Interaction
%A Sadoghi Yazdi, Hadi
%A Nasiri, Jalal Aldin
%J Journal of Applied Sciences Research
%@ 1816-157X
%D 2009

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