Please use this identifier to cite or link to this item: http://hdl.handle.net/11400/3937
Title: Comparison of different global and local automatic registration schemes
Alternative title / Subtitle: an application to retinal images
Authors: Κάραλη, Ευαγγελία
Ασβεστάς, Παντελής Α.
Νικήτα, Κωνσταντίνα Σ.
Ματσόπουλος, Γεώργιος Κ.
Item type: Journal article
Keywords: Registration schemes;Optimization techniques;Συστήματα καταχώρισης;Τεχνικές βελτιστοποίησης
Subjects: Medicine
Ophthalmology
Ιατρική
Οφθαλμολογία
Issue Date: 13-Jan-2015
2004
Date of availability: 13-Jan-2015
Publisher: Springer Berlin Heidelberg
Abstract: In this paper, different global and local automatic registration schemes are compared in terms of accuracy and efficiency. The accuracy of different optimization strategies based on a variety of similarity measures (cross-correlation, mutual information coefficient or chamfer distance) is assessed by means of statistical tests. Results from every optimization procedure are quantitatively evaluated with respect to the gold-standard (manual) registration. The comparison has shown that chamfer distance is a robust and fast similarity measure that can be successfully combined with common optimization techniques in retinal image registration applications.
Description: Lecture Notes in Computer Science, Book Subtitle 7th International Conference, Saint-Malo, France, September 26-29, 2004. Proceedings, Part I
Language: English
Citation: Karali, E., Asvestas, P., Nikita, K. and Matsopoulos, G. (2004). Comparison of different global and local automatic registration schemes: an application to retinal images. Medical Image Computing and Computer-Assisted Intervention – MICCAI 2004. vol. 3216. pp. 813-820. Springer Berlin Heidelberg. Available from: http://link.springer.com
Journal: Medical Image Computing and Computer-Assisted Intervention – MICCAI 2004
Type of Journal: With a review process (peer review)
Access scheme: Publicly accessible
License: Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ηνωμένες Πολιτείες
URI: http://hdl.handle.net/11400/3937
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