A Novel Adaptive Cuckoo Search Algorithm for Contrast Enhancement of Satellite Images

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dc.contributor.authorSuresh, Shilpa
dc.contributor.authorLal, Shyam
dc.contributor.authorReddy, Chintala Sudhakar
dc.contributor.authorKiran, Mustafa Servet
dc.date.accessioned2020-03-26T19:33:34Z
dc.date.available2020-03-26T19:33:34Z
dc.date.issued2017
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractOwing to the increased demand for satellite images for various practical applications, the use of proper enhancement methods are inevitable. Visual enhancement of such images mainly focuses on improving the contrast of the scene procured, conserving its naturalness with minimum image artifacts. Last one decade traced an extensive use of metaheuristic approaches for automatic image enhancement processes. In this paper, a robust and novel adaptive Cuckoo search based Enhancement algorithm is proposed for the enhancement of various satellite images. The proposed algorithm includes a chaotic initialization phase, an adaptive Levy flight strategy and a mutative randomization phase. Performance evaluation is done by quantitative and qualitative results comparison of the proposed algorithm with other state-of-the-art metaheuristic algorithms. Box-and-whisker plots are also included for evaluating the stability and convergence capability of all the algorithms tested. Test results substantiate the efficiency and robustness of the proposed algorithm in enhancing a wide range of satellite images.en_US
dc.identifier.doi10.1109/JSTARS.2017.2699200en_US
dc.identifier.endpage3676en_US
dc.identifier.issn1939-1404en_US
dc.identifier.issn2151-1535en_US
dc.identifier.issue8en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage3665en_US
dc.identifier.urihttps://dx.doi.org/10.1109/JSTARS.2017.2699200
dc.identifier.urihttps://hdl.handle.net/20.500.12395/34741
dc.identifier.volume10en_US
dc.identifier.wosWOS:000407706200021en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCen_US
dc.relation.ispartofIEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSINGen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectContrast enhancementen_US
dc.subjectCuckoo search algorithmen_US
dc.subjectmetaheuristicsen_US
dc.subjectsatellite imagesen_US
dc.titleA Novel Adaptive Cuckoo Search Algorithm for Contrast Enhancement of Satellite Imagesen_US
dc.typeArticleen_US

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