Joint T1 and brain fiber diffeomorphic registration using the demons

Abstract : Image registration is undoubtedly one of the most active areas of research in medical imaging. Within inter-individual comparison, registration should align images as well as cortical and external structures such as sulcal lines and fibers. While using image-based registration[1], neural fibers appear uniformly white giving no information to the registration. Tensor-based registration was recently proposed to improve white-matter alignment[2,3], however misregistration may also persist in regions where the tensor field appears uniform[4]. We propose an hybrid approach by extending the Diffeomorphic Demons(D)[5] registration to incorporate geometric constrains. Combining the deformation field induce by the image and the geometry, we define a mathematically sound framework to jointly register images and geometric descriptors such as fibers or sulcal lines.
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Poster
Organization for the Human Brain Mapping, Jun 2012, Beijing, China
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https://hal.inria.fr/hal-00828387
Contributeur : Viviana Siless <>
Soumis le : jeudi 30 mai 2013 - 23:20:02
Dernière modification le : jeudi 11 janvier 2018 - 16:42:00
Document(s) archivé(s) le : samedi 31 août 2013 - 09:05:08

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ohbm2012.pdf
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  • HAL Id : hal-00828387, version 1

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Viviana Siless, Pamela Guevara, Xavier Pennec, Bertrand Thirion, Pierre Fillard. Joint T1 and brain fiber diffeomorphic registration using the demons. Organization for the Human Brain Mapping, Jun 2012, Beijing, China. 〈hal-00828387〉

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