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Parallel Implementation of Segmentation Algorithms on Graphics Processing Unit

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dc.creator Kalkan, Habil
dc.creator Yenialp, Erdal
dc.date 2013-01-01T01:00:00Z
dc.date.accessioned 2021-12-03T12:05:12Z
dc.date.available 2021-12-03T12:05:12Z
dc.identifier f54ced40-6a96-4b41-80bb-b2f8f01d4b01
dc.identifier 10.1109/siu.2013.6531262
dc.identifier https://avesis.sdu.edu.tr/publication/details/f54ced40-6a96-4b41-80bb-b2f8f01d4b01/oai
dc.identifier.uri http://acikerisim.sdu.edu.tr/xmlui/handle/123456789/95853
dc.description Segmentation algorithms are widely used in image processing. These methods have different complexity values and the choice of reasonable methods decreases on large images. Especially on the medical images with large size, it may take days to perform segmentation in some methods. However, parallel implementation may eliminate the drawback of these algorithms to some extent. In this study, we propose to implement segmentation algorithms in parallel using Graphical Processing Unit. Using the proposed implementation, the computation time of the K-centers, K-means and DBSCAN algorithms were decreases 87, 642 and 2 times, respectively.
dc.language tur
dc.rights info:eu-repo/semantics/closedAccess
dc.title Parallel Implementation of Segmentation Algorithms on Graphics Processing Unit
dc.type info:eu-repo/semantics/conferenceObject


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