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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Authors
Joanna Mota,Maruska Mascarenhas
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Keywords
Medical Images, Image Processing, Image Segmentation, Thresholding, Clustering Segmentation, Watershed Segmentation, Edge-based Segmentation
Abstract
Medical Images play a crucial role in disease diagnosis. Image segmentation is the process by which a digital image is partitioned into multiple segments (sets of pixels). The main purpose of image segmentation is to simplify the representation of an image so that it becomes easier when it comes to further image analysis, visualization, object representation, and other image processing tasks. Any type of image can be used for segmentation such as grayscale, color, motion, etc. Segmentation techniques are basically used to identify objects in an image for object-based measurements such as the size and shape of the object. In this paper, various techniques that are used for image segmentation are discussed and summarized by emphasizing their characteristics, advantages, and disadvantages. The methods discussed in this paper are thresholding methods, clustering methods, watershed segmentation, and edge-based segmentation techniques.
IJCRT's Publication Details
Unique Identification Number - IJCRT2007579
Paper ID - 197428
Author type - Indian Author
Page Number(s) - 5245-5250
Pubished in - Volume 8 | Issue 7 | July 2020
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No Of Downloads - 1347
Author Country - 403502, India, MAPUSA, MAPUSA, India, Science & Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
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Joanna Mota,Maruska Mascarenhas, "A REVIEW ON DIFFERENT METHODS OF IMAGE SEGMENTATION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 7, pp.5245-5250, July 2020, Available at :http://www.ijcrt.org/papers/IJCRT2007579.pdf
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The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies.
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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