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.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2016
dc.departmentNiğde ÖHÜ
dc.description24th Signal Processing and Communication Application Conference, SIU 2016 -- 16 May 2016 through 19 May 2016 -- -- 122605
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.
dc.identifier.doi10.1109/SIU.2016.7495688
dc.identifier.endpage112
dc.identifier.isbn9.78151E+12
dc.identifier.scopus2-s2.0-84982787187
dc.identifier.scopusqualityN/A
dc.identifier.startpage109
dc.identifier.urihttps://dx.doi.org/10.1109/SIU.2016.7495688
dc.identifier.urihttps://hdl.handle.net/11480/1834
dc.indekslendigikaynakScopus
dc.institutionauthor[0-Belirlenecek]
dc.language.isotr
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectDevelopmental Hip Dysplasia
dc.subjectfiltering
dc.subjectimage processing
dc.subjectultrasound
dc.titleDevelopmental Hip Dysplasia segmentation of ultrasound images [Ultrason Görüntülerinde Gelişimsel Kalça Displazisi Bölütlemesi]
dc.typeConference Object

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