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Image segmentation using adaptive thresholding

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Bibliographic Details
Main Author: Noor Izzaty, Nor Hisham
Other Authors: Dr. Ruzelita Ngadiran
Format: Learning Object
Language:English
Published: Universiti Malaysia Perlis (UniMAP) 2016
Subjects:
Adaptive thresholding
Image segmentation
Image processing
Thresholding
Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41888
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spelling my.unimap-418882016-06-07T06:49:49Z Image segmentation using adaptive thresholding Noor Izzaty, Nor Hisham Dr. Ruzelita Ngadiran Adaptive thresholding Image segmentation Image processing Thresholding Access is limited to UniMAP community. The aim of image segmentation of image processing is the segment of the image in homogeneous locales. In this paper, it will be perform an analysis for image segmentation in view of adaptive thresholding which is proposed and applied to different type of images. The threshold value are determined through an adaptive procedure that decides the ideal number of histogram locales and, in the meantime, endeavors to minimize the ideal probability quality got from the particular segment of the histogram. The primary peaks of the histogram are chosen as seeds for the beginning parcel of the histogram. Besides that, the adaptive threshold was tested in various ways by implementing different type of image filtering. Hence, to approve the proposed technique, the adaptive threholding method will be compared with global thresholding utilizing the Otsu method for people annotation. 2016-06-07T06:49:49Z 2016-06-07T06:49:49Z 2015-05 Learning Object http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41888 en Universiti Malaysia Perlis (UniMAP) School of Computer and Communication Engineering
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Adaptive thresholding
Image segmentation
Image processing
Thresholding
spellingShingle Adaptive thresholding
Image segmentation
Image processing
Thresholding
Noor Izzaty, Nor Hisham
Image segmentation using adaptive thresholding
description Access is limited to UniMAP community.
author2 Dr. Ruzelita Ngadiran
author_facet Dr. Ruzelita Ngadiran
Noor Izzaty, Nor Hisham
format Learning Object
author Noor Izzaty, Nor Hisham
author_sort Noor Izzaty, Nor Hisham
title Image segmentation using adaptive thresholding
title_short Image segmentation using adaptive thresholding
title_full Image segmentation using adaptive thresholding
title_fullStr Image segmentation using adaptive thresholding
title_full_unstemmed Image segmentation using adaptive thresholding
title_sort image segmentation using adaptive thresholding
publisher Universiti Malaysia Perlis (UniMAP)
publishDate 2016
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41888
_version_ 1643799842493825024
score 13.214268

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