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Execution time optimization analysis on multiple algorithms performance of moving object edge detection

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dc.citedby4
dc.contributor.authorIslam S.Z.en_US
dc.contributor.authorIslam S.Z.en_US
dc.contributor.authorJidin R.en_US
dc.contributor.authorMohd. Ali Mohd.A.en_US
dc.contributor.authorid35746021600en_US
dc.contributor.authorid55432804400en_US
dc.contributor.authorid6508169028en_US
dc.contributor.authorid6507416666en_US
dc.date.accessioned2023-12-28T07:17:50Z
dc.date.available2023-12-28T07:17:50Z
dc.date.issued2010
dc.description.abstractComputer vision and digital image processing comprises varieties of applications, where some of these used in image processing include convolution, edge detection as well as contrast enhancement. This paper analyzes execution time optimization analysis between Sobel and Canny image processing algorithms in terms of moving objects edge detection. Sobel and Canny edge detection algorithms have been described with pseudo code and detailed flow chart and implemented in C and MATLAB respectively on different platforms to evaluate performance and execution time for moving cars. It is shown that Sobel algorithm is very effective in case of moving multiple cars and blurs images with efficient execution time. Moreover, convolution operation of Canny takes 94-95% time of total execution time with thin and smooth but redundant edges. This also makes more robust of Sobel to detect moving cars edges. � 2010 American Institute of Physics.en_US
dc.description.natureFinalen_US
dc.identifier.doi10.1063/1.3459762
dc.identifier.epage295
dc.identifier.scopus2-s2.0-77955739840
dc.identifier.spage289
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-77955739840&doi=10.1063%2f1.3459762&partnerID=40&md5=409ac07ad88abcb7ddd7e1b71389c6f8
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/29640
dc.identifier.volume1239
dc.pagecount6
dc.relation.ispartofAll Open Access; Bronze Open Access
dc.sourceScopus
dc.sourcetitleAIP Conference Proceedings
dc.subjectCanny algorithm
dc.subjectedge detection
dc.subjectimage processing
dc.subjectSobel operator
dc.titleExecution time optimization analysis on multiple algorithms performance of moving object edge detectionen_US
dc.typeConference paperen_US
dspace.entity.typePublication
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