İstati̇sti̇ksel tikizlik kesti̇ri̇mi̇ne dayali gerçek zamanli dai̇resel nesne tespi̇ti̇

Burak Benligiray*, Cihan Topal, Cüneyt Akinlar

*Bu çalışma için yazışmadan sorumlu yazar

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

Özet

Gathering statistical and geometrical information by processing the shape contours is the common way of feature extraction on object detection and recognition studies. Compactness is an important shape descriptor which specifies the similarity between a shape and a circle. In this study, we propose a new compactness measure based on examining the distribution of the contour moments with respect to the shape's centroid. First, the contours are extracted with the Edge Drawing algorithm from the image. Then, the contours moments are computed and their distributions are examined. As a result, detection of the circular shapes among the extracted closed contours with a desired circular similarity becomes possible. With its high accuracy and low complexity, the proposed method is a convenient for realtime applications.

Tercüme edilen katkı başlığıRealtime circular object detection based on the statistical compactness estimation
Orijinal dilTürkçe
Ana bilgisayar yayını başlığı2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings
DOI'lar
Yayın durumuYayınlandı - 2012
Harici olarak yayınlandıEvet
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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