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Image Registration Based on Point Similarity Measures
An Intensity-Based Approach
Taschenbuch von Peter Rogelj
Sprache: Englisch

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Beschreibung
Image Registration is an important tool for medical image analysis. It can be used to find complex spatial relationship between images even in the case of multi-modality data. Point similarity measures were shown to provide several benefits to the registration process. Although they are intensity-based, they enable multi-modality assessment of the most localized image discrepancies by measuring similarity of arbitrary small image subregions, including individual image points. Such local properties enable registration process to avoid interpolation artifacts commonly observed using other intensity-based similarity measures. Furthermore, point similarity measures separate the registration process into functionally independent parts of similarity measurement, optimization and spatial regularization, simplifying design and testing of registration methods. Finally, they enable straightforward integration of additional knowledge of the problem domain, and thus enable additional registration improvements.
Image Registration is an important tool for medical image analysis. It can be used to find complex spatial relationship between images even in the case of multi-modality data. Point similarity measures were shown to provide several benefits to the registration process. Although they are intensity-based, they enable multi-modality assessment of the most localized image discrepancies by measuring similarity of arbitrary small image subregions, including individual image points. Such local properties enable registration process to avoid interpolation artifacts commonly observed using other intensity-based similarity measures. Furthermore, point similarity measures separate the registration process into functionally independent parts of similarity measurement, optimization and spatial regularization, simplifying design and testing of registration methods. Finally, they enable straightforward integration of additional knowledge of the problem domain, and thus enable additional registration improvements.
Über den Autor
Peter Rogelj, Ph.D.: Studied Electrical Engineering at University of Ljubljana, Slovenia; [...]. at University of Primorska, Slovenia.
Details
Erscheinungsjahr: 2010
Fachbereich: Allgemeines
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: 136 S.
ISBN-13: 9783838357331
ISBN-10: 3838357337
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Rogelj, Peter
Hersteller: LAP LAMBERT Academic Publishing
Verantwortliche Person für die EU: LAP Lambert Academic Publishing, Brivibas Gatve 197, ?-1039 Riga, customerservice@vdm-vsg.de
Maße: 220 x 150 x 9 mm
Von/Mit: Peter Rogelj
Erscheinungsdatum: 19.05.2010
Gewicht: 0,221 kg
Artikel-ID: 101112973
Über den Autor
Peter Rogelj, Ph.D.: Studied Electrical Engineering at University of Ljubljana, Slovenia; [...]. at University of Primorska, Slovenia.
Details
Erscheinungsjahr: 2010
Fachbereich: Allgemeines
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: 136 S.
ISBN-13: 9783838357331
ISBN-10: 3838357337
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Rogelj, Peter
Hersteller: LAP LAMBERT Academic Publishing
Verantwortliche Person für die EU: LAP Lambert Academic Publishing, Brivibas Gatve 197, ?-1039 Riga, customerservice@vdm-vsg.de
Maße: 220 x 150 x 9 mm
Von/Mit: Peter Rogelj
Erscheinungsdatum: 19.05.2010
Gewicht: 0,221 kg
Artikel-ID: 101112973
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