An efficient deformable image registration method with Mexican hat wavelets

Akinlar M., Ibragimov R.

Discontinuity, Nonlinearity, and Complexity, cilt.1, sa.4, ss.409-413, 2012 (Scopus) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 1 Sayı: 4
  • Basım Tarihi: 2012
  • Doi Numarası: 10.5890/dnc.2012.09.003
  • Dergi Adı: Discontinuity, Nonlinearity, and Complexity
  • Derginin Tarandığı İndeksler: Scopus
  • Sayfa Sayıları: ss.409-413
  • Anahtar Kelimeler: Greedy algorithm, Image registration, Mexican hat wavelets, MR Images
  • Bilecik Şeyh Edebali Üniversitesi Adresli: Evet

Özet

© 2012 L & H Scientific Publishing, LLC.An efficient deformable image registration method using Mexican hat wavelets is presented. Image registration algorithm is expressed as an optimization problem by the minimization of a summation of a similarity measure and a regularization term. A discrete L2-norm type similarity measure is associated with probabilistic wavelet coefficient regularization term. Greedy algorithm is used to solve the aforementioned optimization problem. Computational applications indicate that the present method is quite fast and efficient in the registration of brain MR images.