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Reseach Article

Article:Improving Watershed Algorithm with a Histogram Driven Methodology and Implementation of the System on a Virtex 5 Platform

by Nadia Smaoui Zghal, Dorra Sellami Masmoudi
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 9 - Number 12
Year of Publication: 2010
Authors: Nadia Smaoui Zghal, Dorra Sellami Masmoudi
10.5120/1435-1934

Nadia Smaoui Zghal, Dorra Sellami Masmoudi . Article:Improving Watershed Algorithm with a Histogram Driven Methodology and Implementation of the System on a Virtex 5 Platform. International Journal of Computer Applications. 9, 12 ( November 2010), 29-35. DOI=10.5120/1435-1934

@article{ 10.5120/1435-1934,
author = { Nadia Smaoui Zghal, Dorra Sellami Masmoudi },
title = { Article:Improving Watershed Algorithm with a Histogram Driven Methodology and Implementation of the System on a Virtex 5 Platform },
journal = { International Journal of Computer Applications },
issue_date = { November 2010 },
volume = { 9 },
number = { 12 },
month = { November },
year = { 2010 },
issn = { 0975-8887 },
pages = { 29-35 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume9/number12/1435-1934/ },
doi = { 10.5120/1435-1934 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T19:58:26.674165+05:30
%A Nadia Smaoui Zghal
%A Dorra Sellami Masmoudi
%T Article:Improving Watershed Algorithm with a Histogram Driven Methodology and Implementation of the System on a Virtex 5 Platform
%J International Journal of Computer Applications
%@ 0975-8887
%V 9
%N 12
%P 29-35
%D 2010
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Watershed algorithm as was introduced by Vincent and Soille is a segmentation algorithm based on the inundation process of the image gradient which is observed as a relief. It aims at finding the peaks in the image gradient called watersheds and identifying them as the image contours. Due to its flexibility and rapidity, this algorithm is used in several applications. However, its main drawback is the over segmentation .In this paper, we improve this technique by introducing a histogram driven methodology.

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Index Terms

Computer Science
Information Sciences

Keywords

Watershed Canny K-means OTSU Virtex5