Evaluation of a fully automatic medical image registration algorithm based on mutual information

Tanács Attila and Kuba Attila: Evaluation of a fully automatic medical image registration algorithm based on mutual information. In: Acta cybernetica, (16) 2. pp. 327-336. (2003)

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Registration is a fundamental task in image processing. Its purpose is to find a geometrical transformation that relates the points of an image to their corresponding points of another image. Many registration algorithms have been proposed in the past decade. We present a fast, fully automatic algorithm that is capable of solving rigid-body registration of 3D images of the human brain where the images are taken by different imaging devices. We joined the Retrospective Registration Evaluation Project conducted by Vanderbilt University, USA. The evaluations of our results show that our method has the potential to produce satisfactory results, but visual inspection is necessary to guard against large errors.

Item Type: Article
Journal or Publication Title: Acta cybernetica
Date: 2003
Volume: 16
Number: 2
ISSN: 0324-721X
Page Range: pp. 327-336
Language: English
Place of Publication: Szeged
Event Title: Conference for PhD Students in Computer Science (3.) (2002) (Szeged)
Related URLs: http://acta.bibl.u-szeged.hu/38516/
Uncontrolled Keywords: Számítástechnika, Kibernetika, Algoritmus
Additional Information: Bibliogr.: p. 335-336. ; összefoglalás angol nyelven
Subjects: 01. Natural sciences
01. Natural sciences > 01.02. Computer and information sciences
Date Deposited: 2016. Oct. 15. 12:25
Last Modified: 2022. Jun. 15. 08:34
URI: http://acta.bibl.u-szeged.hu/id/eprint/12726

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