6533b82bfe1ef96bd128ce29

RESEARCH PRODUCT

Medical image registration: Interpolations, similarities and optimizations strategies

Orazio GambinoEdoardo ArdizzoneRoberto GalleaRoberto Pirrone

subject

Settore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniSimilarity (geometry)business.industryComputer scienceComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONImage registrationTranslation (geometry)computer.software_genreHigh-definition videoMedical imagingMeasurement uncertaintyComputer visionMedical Image RegistrationArtificial intelligenceData miningbusinesscomputerRotation (mathematics)Interpolation

description

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.

yearjournalcountryeditionlanguage
2010-10-012010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS)
https://doi.org/10.1109/cbms.2010.6042617