New high-performance 3D registration algorithms for 3D medical images

Andre M. F. Collignon; Thierry Geraud; Dirk Vandermeulen; Paul Suetens; Guy Marchal

doi:10.1117/12.154561

14 September 1993 New high-performance 3D registration algorithms for 3D medical images

Andre M. F. Collignon, Thierry Geraud, Dirk Vandermeulen, Paul Suetens, Guy Marchal

Proceedings Volume 1898, Medical Imaging 1993: Image Processing; (1993) https://doi.org/10.1117/12.154561
Event: Medical Imaging 1993, 1993, Newport Beach, CA, United States

Abstract

In this presentation a new search method is proposed to improve the speed and accuracy of surface based registration algorithms. Furthermore, a parallel point projection based, multicomponent distance evaluation method is presented. This method offers an elegant solution to the problem of partially overlapping data sets. An adaptive outlier treatment method is also presented. Combination of all these new techniques results in a faster surface based algorithm with better accuracy, but above all with better reliability then existing surface based 3D registration algorithms. In the context of the surface correspondence problem, surface based registration algorithms are compared to feature matching methods.

Citation Download Citation

Andre M. F. Collignon, Thierry Geraud, Dirk Vandermeulen, Paul Suetens, and Guy Marchal "New high-performance 3D registration algorithms for 3D medical images", Proc. SPIE 1898, Medical Imaging 1993: Image Processing, (14 September 1993); https://doi.org/10.1117/12.154561

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