A novel approach for image compression based on multi-level image thresholding using discrete wavelet transform and cricket algorithm

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dc.authorscopusid56565518400
dc.authorscopusid6602929072
dc.contributor.authorCanayaz M.
dc.contributor.authorKarci A.
dc.date.accessioned2024-08-04T20:04:00Z
dc.date.available2024-08-04T20:04:00Z
dc.date.issued2015
dc.departmentİnönü Üniversitesien_US
dc.description2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 -- 16 May 2015 through 19 May 2015 -- 113052en_US
dc.description.abstractApplications of image compression is important in terms of time and resource management considering factors such as require more time to send according to the size of image over the network and large amount of space is high dimensional data for storing images. In this study, a new approach can be using at image compression process will be introduced. Firstly, image subjected to discrete wavelet transform for extracting feature. Then multi-level threshold values will be find with Shanon entropy in the obtained image. The maximum value of objective function will be obtained with the help of cricket algorithm at the threshold values finding step. This algorithm is a meta-heuristic algorithm that based on population. The threshold values that obtained through algorithm using to compressing the images will be provided. At the end of the study, the image compression ratio, the proposed approach running on a standard test image will be given. © 2015 IEEE.en_US
dc.identifier.doi10.1109/SIU.2015.7129799
dc.identifier.endpage227en_US
dc.identifier.isbn9781467373869
dc.identifier.scopus2-s2.0-84939200372en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage224en_US
dc.identifier.urihttps://doi.org/10.1109/SIU.2015.7129799
dc.identifier.urihttps://hdl.handle.net/11616/92282
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectCricket algorithmen_US
dc.subjectDiscrete wavelet transformen_US
dc.subjectImage compressionen_US
dc.subjectMulti-level entropyen_US
dc.titleA novel approach for image compression based on multi-level image thresholding using discrete wavelet transform and cricket algorithmen_US
dc.title.alternativeAyrik Dalgacik Dönüşümü ve Circir Böce?i Algoritmasi Kullanan Çok Seviyeli Imge Eşikleme Temelli Yeni Bir Imge Sikiştirma Yaklaşimien_US
dc.typeConference Objecten_US

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