Developmental Hip Dysplasia segmentation of ultrasound images [Ultrason Görüntülerinde Gelişimsel Kalça Displazisi Bölütlemesi]

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dc.contributor.authorÇevik K.K.
dc.contributor.authorKoçer H.E.
dc.date.accessioned2020-03-26T19:31:53Z
dc.date.available2020-03-26T19:31:53Z
dc.date.issued2016
dc.departmentSelçuk Üniversitesien_US
dc.description24th Signal Processing and Communication Application Conference, SIU 2016 -- 16 May 2016 through 19 May 2016 -- 122605en_US
dc.description.abstractIn our study, Developmental Dysplasia of the Hip (DDH) is intended to automatically segmenting the ultrasound images for diagnosis. Initially, a filter is applied to the raw images. Seven different filters (Mean, Median, Gaussian, Wiener, Perona & Malik, Lee and Frost) are applied to the images and finally the output images are evaluated. Filtered DDH images were segmented and results are evaluated in the second part of the work. In the DDH diagnosis, the ilium and femoral regions are segmented by using Active Contour Models and Circular Hough Transform methods, respectively. When the segmentation process is analyzed, it is observed that the Wiener filters manage to increase the success rate due to their ability to remove speckle noise and ilium segmentation was performed with 94%. It is observed that Wiener filter was also success, besides when applied histogram equalization after filtering success rate is determined as 96% in the femoral region. © 2016 IEEE.en_US
dc.identifier.doi10.1109/SIU.2016.7495688en_US
dc.identifier.endpage112en_US
dc.identifier.isbn9.78151E+12
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage109en_US
dc.identifier.urihttps://dx.doi.org/10.1109/SIU.2016.7495688
dc.identifier.urihttps://hdl.handle.net/20.500.12395/34218
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectDevelopmental Hip Dysplasiaen_US
dc.subjectfilteringen_US
dc.subjectimage processingen_US
dc.subjectultrasounden_US
dc.titleDevelopmental Hip Dysplasia segmentation of ultrasound images [Ultrason Görüntülerinde Gelişimsel Kalça Displazisi Bölütlemesi]en_US
dc.typeConference Objecten_US

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