G-bant kromozom siniflandirma i̇çi̇n çevri̇t tabanli özni̇teli̇k çikarma yöntemi̇

Shahriar Asta*, Muhammet S. Beratoǧlu, Abdulkerim Çapar

*Bu çalışma için yazışmadan sorumlu yazar

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

Özet

The most widely used cytogenetic method is G-banded karyotyping. A new feature extraction method is proposed for G-banded chromosome recognition. Chromosome features are mostly extracted on chromosome skeleton. The main innovation of the proposed method is extracting features around chromosome boundary contours, not the skeleton. The circular boundary contour signatures are extracted and applied to Discrete Fourier Transformation to get contour descriptor vector. Some chromoseme geometric features are added to this descriptor vector to form the main feature vector. These feature vectors are applied to different classfiers as input and the performances are compared with skeleton based techniques. Experiments show that the proposed method outperforms skeleton based methods dramatically.

Tercüme edilen katkı başlığıA boundary based feature extraction method for G-banded chromosome classification
Orijinal dilTürkçe
Ana bilgisayar yayını başlığı2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings
DOI'lar
Yayın durumuYayınlandı - 2012
Etkinlik2012 20th Signal Processing and Communications Applications Conference, SIU 2012 - Fethiye, Mugla, Turkey
Süre: 18 Nis 201220 Nis 2012

Yayın serisi

Adı2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings

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???event.eventtypes.event.conference???2012 20th Signal Processing and Communications Applications Conference, SIU 2012
Ülke/BölgeTurkey
ŞehirFethiye, Mugla
Periyot18/04/1220/04/12

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