SCHWARZ, Daniel. Atlas-based Registration of MRI Brain Images with the Use of Point Similarity Measures. In Proceedings of the International Interdisciplinary Students' Contest HONEYWELL EMI 2005. Brno: VUT Brno, 2005, p. 632-636. ISBN 80-214-2890-2.
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Basic information
Original name Atlas-based Registration of MRI Brain Images with the Use of Point Similarity Measures
Authors SCHWARZ, Daniel.
Edition Brno, Proceedings of the International Interdisciplinary Students' Contest HONEYWELL EMI 2005, p. 632-636, 5 pp. 2005.
Publisher VUT Brno
Other information
Type of outcome Proceedings paper
Confidentiality degree is not subject to a state or trade secret
Organization unit Faculty of Medicine
ISBN 80-214-2890-2
Keywords in English Registration; Brain mapping; Image processing
Tags Brain mapping, image processing, registration
Tags International impact, Reviewed
Changed by Changed by: doc. Ing. Daniel Schwarz, Ph.D., učo 195581. Changed: 4/1/2007 11:09.
Abstract
High-dimensional deformable registration of MRI brain images is presented here. The deformation is driven by local forces estimated from point similarities based on joint histogram and with the use of prior information obtained from tissue probability maps available in selected commonly used brain atlases. Three point similarity measures are tested in an experiment with data obtained from standard Simulated Brain Database.
Abstract (in Czech)
Objektem zájmu je zde přesná deformační registrace obrazů mozku pořízených z MR. Deformace je řízena silami odhadnutými z bodových podobností založených na vzájemném histogramu a využitím informace získané z pravděpodobnostních map tkání. Tři bodové metriky podobnosti jsou testovány v experimentu na datech získaných z Simulated Brain Database.
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