Image Registration of Cochlear µCT Data Using Heat Distribution Similarity

  • Authors
  • Kjer, Hans Martin; Vera, Sergio; Fagertun, Jens; Gil, Debora; González Ballester, Miguel Ángel; Paulsen, Rasmus
  • UPF authors
  • GONZALEZ BALLESTER, MIGUEL ANGEL;
  • Type
  • Scholarly articles
  • Journal títle
  • Lecture Notes in Computer Science / Artificial Intelligence
  • Publication year
  • 2015
  • Volume
  • 9127
  • Pages
  • 234-245
  • ISSN
  • 0302-9743
  • Publication State
  • Published
  • Abstract
  • Better understanding of the anatomical variability of the human cochlear is important for the design and function of Cochlear Implants. Good non-rigid alignment of high-resolution cochlear ¿¿ CT data is a challenging task. In this paper we study the use of heat distribution similarity between samples as an anatomical registration prior. We set-up and present our heat distribution model for the cochlea and utilize it in a typical cubic B-spline registration model. Evaluation and comparison is done against a corresponding normal registration of binary segmentations.
  • Complete citation
  • Kjer, Hans Martin; Vera, Sergio; Fagertun, Jens; Gil, Debora; González Ballester, Miguel Ángel; Paulsen, Rasmus. Image Registration of Cochlear µCT Data Using Heat Distribution Similarity. Lecture Notes in Computer Science / Artificial Intelligence 2015; 9127( ): 234-245.
Bibliometric indicators
  • 2 times cited Scopus
  • Índex Scimago de 0.369(2015)