Fuzzy C-Means Inspired Free Form Deformation Technique for Registration

Authors:
Edoardo Ardizzone;Roberto Gallea;Orazio Gambino;Roberto Pirrone
Affiliations:
DINFO - Dipartimento di Ingegneria Informatica, Università degli Studi di Palermo, Palermo, (ITALY) 90128;DINFO - Dipartimento di Ingegneria Informatica, Università degli Studi di Palermo, Palermo, (ITALY) 90128;DINFO - Dipartimento di Ingegneria Informatica, Università degli Studi di Palermo, Palermo, (ITALY) 90128;DINFO - Dipartimento di Ingegneria Informatica, Università degli Studi di Palermo, Palermo, (ITALY) 90128
Venue:
WILF '09 Proceedings of the 8th International Workshop on Fuzzy Logic and Applications
Year:
2009

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Abstract

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.