This paper presents a study conducted for evaluating different interpolation schemes, similarity metrics and optimization algorithms for the purpose of volumetric medical image registration. Each technique has been implemented to be plugged in a modular system. Rotation, translation and scale error has been measured to obtain a performance evaluation for all of the combinations of the considered techniques. Several experimental tests were conducted for validation both on synthetic and real datasets providing an exhaustive overview of the various strategies used.

Gallea, R., Pirrone, R., Ardizzone, E., Gambino, O. (2010). Medical Image Registration: interpolations, similarities and optimizations strategies. In Computer-Based Medical Systems (CBMS), 2010 IEEE 23rd International Symposium on (pp.72-77). Los Alamitos (CA) : IEEE Computer Society [10.1109/CBMS.2010.6042617].

Medical Image Registration: interpolations, similarities and optimizations strategies

GALLEA, Roberto;PIRRONE, Roberto;ARDIZZONE, Edoardo;GAMBINO, Orazio
2010-01-01

Abstract

This paper presents a study conducted for evaluating different interpolation schemes, similarity metrics and optimization algorithms for the purpose of volumetric medical image registration. Each technique has been implemented to be plugged in a modular system. Rotation, translation and scale error has been measured to obtain a performance evaluation for all of the combinations of the considered techniques. Several experimental tests were conducted for validation both on synthetic and real datasets providing an exhaustive overview of the various strategies used.
Settore ING-INF/05 - Sistemi Di Elaborazione Delle Informazioni
12-ott-2010
CBMS 2010 - Computer Based Medical Systems
Perth, Australia
12-15 October 2010
2010
6
A stampa
Gallea, R., Pirrone, R., Ardizzone, E., Gambino, O. (2010). Medical Image Registration: interpolations, similarities and optimizations strategies. In Computer-Based Medical Systems (CBMS), 2010 IEEE 23rd International Symposium on (pp.72-77). Los Alamitos (CA) : IEEE Computer Society [10.1109/CBMS.2010.6042617].
Proceedings (atti dei congressi)
Gallea, R; Pirrone, R; Ardizzone, E; Gambino, O
File in questo prodotto:
File Dimensione Formato  
gallea_registration.pdf

Solo gestori archvio

Dimensione 233.69 kB
Formato Adobe PDF
233.69 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
cbms2010_index_Pirrone.pdf

Solo gestori archvio

Descrizione: copertina ed indice degli atti
Dimensione 1.66 MB
Formato Adobe PDF
1.66 MB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/59793
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact