DocumentCode :
2728548
Title :
Multimodal matching by maximisation of mutual information and optical flow technique
Author :
Palos, Georges ; Betrouni, Nacim ; Coulanges, Matthieu ; Vermandel, Maximilien ; Devlaminck, Vincent ; Rousseau, Jean
Author_Institution :
Laboratoire d´´Automatique, Gonie Informatique et Signal, Univ. des Sci. et Technol. de Lille, Villeneuve d´´Ascq, France
Volume :
1
fYear :
2004
fDate :
1-5 Sept. 2004
Firstpage :
1679
Lastpage :
1682
Abstract :
Conformal radiotherapy is a therapeutic method requiring medical imaging, generally CT images to obtain Hounsfield number and electronic density data indications. The use of MRI simultaneously with CT imposes to deform CT images and superimpose them on MR images. The aim of this paper is to propose a nonrigid matching method between the two modalities (CT and MRI). The transformation model is defined by an optical flow registration algorithm, using mutual information as a similarity criterion.
Keywords :
biomedical MRI; computerised tomography; image matching; image registration; image sequences; medical image processing; optimisation; radiation therapy; CT images; Hounsfield number; MRI; conformal radiotherapy; electronic density; maximisation; medical imaging; multimodal nonrigid image matching; mutual information; optical flow registration algorithm; Biomedical imaging; Biomedical optical imaging; Computed tomography; Entropy; Geometrical optics; Image motion analysis; Magnetic resonance imaging; Mutual information; Random variables; X-ray imaging; CT/MRI Multimodality; Matching; Multiresolution; Mutual Information; Nonrigid Registration; Optical Flow;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
Type :
conf
DOI :
10.1109/IEMBS.2004.1403506
Filename :
1403506
Link To Document :
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