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Interacting active rectangles for estimation of intervertebral disk orientation

  • Amer Abufadel*
  • , Greg Slabaugh
  • , Gozde Unal
  • , Zhang Li
  • , Benjamin Odry
  • *Bu çalışma için yazışmadan sorumlu yazar
  • Georgia Institute of Technology
  • Siemens

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

6 Atıf (Scopus)

Özet

This paper presents a fast and efficient method to determine intervertebral disk orientation in a magnetic resonance (MR) image of the spine. The algorithm originates from active contour theory and enforces a shape constraint to avoid leaks through weak or non-existent boundaries. The method represents a vertebra as a rectangle, modeled as a semi-affine transformation applied to the unit square. A regional flow integrated along the rectangle's perimeter updates the rectangle's transformation to achieve the segmentation. Further constraints are added so that adjacent rectangles have similar orientation and scale. The orientation of a disk is then inferred from its adjacent vertebrae. Experiments show that the method is fast and effective in detecting the correct intervertebral disk orientation, which is used for transverse image planning.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıProceedings - 18th International Conference on Pattern Recognition, ICPR 2006
Sayfalar1013-1016
Sayfa sayısı4
DOI'lar
Yayın durumuYayınlandı - 2006
Harici olarak yayınlandıEvet
Etkinlik18th International Conference on Pattern Recognition, ICPR 2006 - Hong Kong, China
Süre: 20 Ağu 200624 Ağu 2006

Yayın serisi

AdıProceedings - International Conference on Pattern Recognition
Hacim1
ISSN (Basılı)1051-4651

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???event.eventtypes.event.conference???18th International Conference on Pattern Recognition, ICPR 2006
Ülke/BölgeChina
ŞehirHong Kong
Periyot20/08/0624/08/06

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