Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection

Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection

Image segmentation is the process of partitioning a digital image into multiple segments and regions for further processing. Edge detection methods are widely used in the area of image processing for feature detection and extraction. In this paper we use human’s Knee MRI (Magnetic resonance imagin...

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Main Authors: Mahmood , Nadeem, Shah, Asadullah, Waqas, Ahmad, Abubakar, Adamu, Kamran, Shafia, Zaidi, Syed Baqar
Format: Article
Language:English
Published: Little Lion Scientific Islamabad Pakistan 2015
Subjects:
NA2728 Computer-aided design
Online Access:http://irep.iium.edu.my/41061/
http://irep.iium.edu.my/41061/
http://irep.iium.edu.my/41061/1/10Vol71No1.pdf
id iium-41061
recordtype eprints
spelling iium-410612016-01-13T06:35:01Z http://irep.iium.edu.my/41061/ Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection Mahmood , Nadeem Shah, Asadullah Waqas, Ahmad Abubakar, Adamu Kamran, Shafia Zaidi, Syed Baqar NA2728 Computer-aided design Image segmentation is the process of partitioning a digital image into multiple segments and regions for further processing. Edge detection methods are widely used in the area of image processing for feature detection and extraction. In this paper we use human’s Knee MRI (Magnetic resonance imaging) images of patients and applied various image segmentation and edge detection methods for knee cartilage visualization. Also this paper focuses on providing an overview of important concepts, methods and algorithms commonly used for image segmentation and edge detection with focus on knee joint articular cartilage image segmentation and visualization Little Lion Scientific Islamabad Pakistan 2015-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/41061/1/10Vol71No1.pdf Mahmood , Nadeem and Shah, Asadullah and Waqas, Ahmad and Abubakar, Adamu and Kamran, Shafia and Zaidi, Syed Baqar (2015) Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection. Journal of Theoretical and Applied Information Technology, 71 (1). pp. 87-96. ISSN 1992-8645 (Print) 1817-3195 (Online) http://www.jatit.org/index.php
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
topic NA2728 Computer-aided design
spellingShingle NA2728 Computer-aided design
Mahmood , Nadeem
Shah, Asadullah
Waqas, Ahmad
Abubakar, Adamu
Kamran, Shafia
Zaidi, Syed Baqar
Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection
description Image segmentation is the process of partitioning a digital image into multiple segments and regions for further processing. Edge detection methods are widely used in the area of image processing for feature detection and extraction. In this paper we use human’s Knee MRI (Magnetic resonance imaging) images of patients and applied various image segmentation and edge detection methods for knee cartilage visualization. Also this paper focuses on providing an overview of important concepts, methods and algorithms commonly used for image segmentation and edge detection with focus on knee joint articular cartilage image segmentation and visualization
format Article
author Mahmood , Nadeem
Shah, Asadullah
Waqas, Ahmad
Abubakar, Adamu
Kamran, Shafia
Zaidi, Syed Baqar
author_facet Mahmood , Nadeem
Shah, Asadullah
Waqas, Ahmad
Abubakar, Adamu
Kamran, Shafia
Zaidi, Syed Baqar
author_sort Mahmood , Nadeem
title Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection
title_short Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection
title_full Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection
title_fullStr Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection
title_full_unstemmed Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection
title_sort image segmentation methods and edge detection: an application to knee joint articular cartilage edge detection
publisher Little Lion Scientific Islamabad Pakistan
publishDate 2015
url http://irep.iium.edu.my/41061/
http://irep.iium.edu.my/41061/
http://irep.iium.edu.my/41061/1/10Vol71No1.pdf
first_indexed 2023-09-18T20:58:49Z
last_indexed 2023-09-18T20:58:49Z
_version_ 1777410485387264000

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