An Improved Method for Lossless Compression of Volumetric Medical Images

dc.authoridAkman, Ali/0000-0002-9486-519Xen_US
dc.authoridCEKLİ, Serap/0000-0002-8113-0514en_US
dc.contributor.authorAkman, Ali
dc.contributor.authorCekli, Serap
dc.date.accessioned2024-07-12T21:40:32Z
dc.date.available2024-07-12T21:40:32Z
dc.date.issued2019en_US
dc.department[Belirlenecek]en_US
dc.descriptionMedical Technologies Congress (TIPTEKNO) -- OCT 03-05, 2019 -- Izmir, TURKEYen_US
dc.description.abstractSize of volumetric medical images is very large. Because of this, some problems occur while storing or transmitting this type of data. So, it is necessary to compress volumetric medical images using efficient techniques. It is more appropriate to compress medical images using lossless techniques due to it may have effects on diagnosis. In this study, a method for lossless compression of volumetric medical images was proposed. The redundancy has been reduced using DPCM technique by utilizing correlation between image slices. SAP technique has been applied to first slice. The performance is improved by applying RDPCM for each image frame after DPCM, individiually. To investigate the performance of the proposed method, some experiments have been performed using different medical images and the results are presented.en_US
dc.description.sponsorshipBiyomedikal Klinik Muhendisligi Dernegi,Izmir Katip Çelebi Univ, Biyomedikal Muhendisligi Bolumuen_US
dc.identifier.endpage81en_US
dc.identifier.isbn978-1-7281-2420-9
dc.identifier.startpage78en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12415/7357
dc.identifier.wosWOS:000516830900021en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Science
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2019 Medical Technologies Congress (Tiptekno)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzKY08698
dc.subjectVolumetric Medical Imageen_US
dc.subjectLossless Compressionen_US
dc.subjectIntra Predictionen_US
dc.subjectSapen_US
dc.subjectDpcmen_US
dc.titleAn Improved Method for Lossless Compression of Volumetric Medical Imagesen_US
dc.typeConference Object
dspace.entity.typePublication

Dosyalar