6533b7d2fe1ef96bd125ed93

RESEARCH PRODUCT

Fuzzy C-Means Inspired Free Form Deformation Technique for Registration

Orazio GambinoRoberto GalleaEdoardo ArdizzoneRoberto Pirrone

subject

Fuzzy clusteringFuzzy classificationbusiness.industryComputer sciencefuzzy medical image registrationImage registrationFuzzy logicDefuzzificationComputingMethodologies_PATTERNRECOGNITIONFLAME clusteringComputer visionFree-form deformationArtificial intelligenceCluster analysisbusinessAlgorithm

description

This paper presents a novel method aimed to free form deformation function approximation for purpose of image registration. The method is currently feature-based. The algorithm is inspired to concepts derived from Fuzzy C-means clustering technique such as membership degree and cluster centroids. After algorithm explanation, tests and relative results obtained are presented and discussed. Finally, considerations on future improvements are elucidated.

yearjournalcountryeditionlanguage
2009-01-01
http://hdl.handle.net/10447/41177