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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/6910
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dc.contributor.authorPare S.-
dc.contributor.authorKumar A.-
dc.contributor.authorBajaj V.-
dc.contributor.authorSingh, Girish Kumar-
dc.date.accessioned2020-10-09T04:41:59Z-
dc.date.available2020-10-09T04:41:59Z-
dc.date.issued2019-
dc.identifier.citationIEEE/CAA Journal of Automatica Sinica (2019), 6(6): 1471-1486-
dc.identifier.issn23299266-
dc.identifier.urihttps://doi.org/10.1109/JAS.2017.7510697-
dc.identifier.urihttp://repository.iitr.ac.in/handle/123456789/6910-
dc.description.abstractIn this paper, a comprehensive energy function is used to formulate the three most popular objective functions: Kapur's, Otsu and Tsalli's functions for performing effective multilevel color image thresholding. These new energy based objective criterions are further combined with the proficient search capability of swarm based algorithms to improve the efficiency and robustness. The proposed multilevel thresholding approach accurately determines the optimal threshold values by using generated energy curve, and acutely distinguishes different objects within the multi-channel complex images. The performance evaluation indices and experiments on different test images illustrate that Kapur's entropy aided with differential evolution and bacterial foraging optimization algorithm generates the most accurate and visually pleasing segmented images. © 2014 Chinese Association of Automation.-
dc.language.isoen_US-
dc.publisherInstitute of Electrical and Electronics Engineers Inc.-
dc.relation.ispartofIEEE/CAA Journal of Automatica Sinica-
dc.titleA context sensitive multilevel thresholding using swarm based algorithms-
dc.typeArticle-
dc.scopusid57188182600-
dc.scopusid57215268681-
dc.scopusid57209289122-
dc.scopusid57193351909-
dc.affiliationPare, S., PDPM Indian Institute of Information Technology Design and Manufacturing, Jabalpur, 482005 MP, India-
dc.affiliationKumar, A., PDPM Indian Institute of Information Technology Design and Manufacturing, Jabalpur, 482005 MP, India-
dc.affiliationBajaj, V., PDPM Indian Institute of Information Technology Design and Manufacturing, Jabalpur, 482005 MP, India-
dc.affiliationSingh, G.K., Indian Institute of Technology Roorkee, Uttarakhand, 247667, India-
dc.description.correspondingauthorPare, S.; PDPM Indian Institute of Information Technology Design and ManufacturingIndia; email: shreya.pare9@gmail.com-
Appears in Collections:Journal Publications [EE]

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