ELLIPSE-BASED TEMPLATE MATCHING FOR CELL IDENTIFICATION IN FLUORESCENCE MICROSCOPE IMAGES

Automatic Cell detection in fluorescence microscopy (FM) images is an essential operation in automated cell analysis for diagnosis and treatment of oral cancer which includes the study of cell shapes. This should enable biologists to detect and count all the cells automatically in fluorescence image...

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Main Author: MKAYES, ABED ALRAHMAN
Format: Thesis
Language: English
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-utpedia.21987 /
Published: 2016
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access: http://utpedia.utp.edu.my/21987/1/2017%20-%20ELECTRICAL%20%26%20ELECTRONIC%20-%20ELLIPSE-BASED%20TEMPLATE%20MATCHING%20FOR%20CELL%20IDENTIFICATION%20IN%20FLUORESCENCE%20MICROSCOPE%20IMAGES%20-%20ABED%20ALRAHMAN%20MKAYES.pdf
http://utpedia.utp.edu.my/21987/
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id utp-utpedia.21987
recordtype eprints
spelling utp-utpedia.219872021-09-29T09:33:23Z http://utpedia.utp.edu.my/21987/ ELLIPSE-BASED TEMPLATE MATCHING FOR CELL IDENTIFICATION IN FLUORESCENCE MICROSCOPE IMAGES MKAYES, ABED ALRAHMAN TK Electrical engineering. Electronics Nuclear engineering Automatic Cell detection in fluorescence microscopy (FM) images is an essential operation in automated cell analysis for diagnosis and treatment of oral cancer which includes the study of cell shapes. This should enable biologists to detect and count all the cells automatically in fluorescence images which provide high reliability and assist the clinician's work. In this work, a cell detection method in fluorescence microscope images in green channel obtained from Cancer Research Malaysia is proposed. This method is divided into two main stages, image enhancement, and cell detection. The aim of image enhancement is to remove noise and enhance cells boundary prior to cell detection operation. 2016-06 Thesis NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/21987/1/2017%20-%20ELECTRICAL%20%26%20ELECTRONIC%20-%20ELLIPSE-BASED%20TEMPLATE%20MATCHING%20FOR%20CELL%20IDENTIFICATION%20IN%20FLUORESCENCE%20MICROSCOPE%20IMAGES%20-%20ABED%20ALRAHMAN%20MKAYES.pdf MKAYES, ABED ALRAHMAN (2016) ELLIPSE-BASED TEMPLATE MATCHING FOR CELL IDENTIFICATION IN FLUORESCENCE MICROSCOPE IMAGES. Masters thesis, Universiti Teknologi PETRONAS.
institution Universiti Teknologi Petronas
collection UTPedia
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
MKAYES, ABED ALRAHMAN
ELLIPSE-BASED TEMPLATE MATCHING FOR CELL IDENTIFICATION IN FLUORESCENCE MICROSCOPE IMAGES
description Automatic Cell detection in fluorescence microscopy (FM) images is an essential operation in automated cell analysis for diagnosis and treatment of oral cancer which includes the study of cell shapes. This should enable biologists to detect and count all the cells automatically in fluorescence images which provide high reliability and assist the clinician's work. In this work, a cell detection method in fluorescence microscope images in green channel obtained from Cancer Research Malaysia is proposed. This method is divided into two main stages, image enhancement, and cell detection. The aim of image enhancement is to remove noise and enhance cells boundary prior to cell detection operation.
format Thesis
author MKAYES, ABED ALRAHMAN
author_sort MKAYES, ABED ALRAHMAN
title ELLIPSE-BASED TEMPLATE MATCHING FOR CELL IDENTIFICATION IN FLUORESCENCE MICROSCOPE IMAGES
title_short ELLIPSE-BASED TEMPLATE MATCHING FOR CELL IDENTIFICATION IN FLUORESCENCE MICROSCOPE IMAGES
title_full ELLIPSE-BASED TEMPLATE MATCHING FOR CELL IDENTIFICATION IN FLUORESCENCE MICROSCOPE IMAGES
title_fullStr ELLIPSE-BASED TEMPLATE MATCHING FOR CELL IDENTIFICATION IN FLUORESCENCE MICROSCOPE IMAGES
title_full_unstemmed ELLIPSE-BASED TEMPLATE MATCHING FOR CELL IDENTIFICATION IN FLUORESCENCE MICROSCOPE IMAGES
title_sort ellipse-based template matching for cell identification in fluorescence microscope images
publishDate 2016
url http://utpedia.utp.edu.my/21987/1/2017%20-%20ELECTRICAL%20%26%20ELECTRONIC%20-%20ELLIPSE-BASED%20TEMPLATE%20MATCHING%20FOR%20CELL%20IDENTIFICATION%20IN%20FLUORESCENCE%20MICROSCOPE%20IMAGES%20-%20ABED%20ALRAHMAN%20MKAYES.pdf
http://utpedia.utp.edu.my/21987/
_version_ 1741195810421342208
score 11.62408

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