This book presents a thorough and detailed guide to image registration, outlining the principles and reviewing state-of-the-art tools and methods. The book begins by identifying the components of a general image registration system, and then describes the design of each component using various image analysis tools. The text reviews a vast array of tools and methods, not only describing the principles behind each tool and method, but also measuring and comparing their performances using synthetic and real data. Features: discusses similarity/dissimilarity measures, point detectors, feature extraction/selection and homogeneous/heterogeneous descriptors; examines robust estimators, point pattern matching algorithms, transformation functions, and image resampling and blending; covers principal axes methods, hierarchical methods, optimization-based methods, edge-based methods, model-based methods, and adaptive methods; includes a glossary, an extensive list of references, and an appendix on PCA.
Produkteigenschaften
- Artikelnummer: 9781447124573
- Medium: Buch
- ISBN: 978-1-4471-2457-3
- Verlag: Springer
- Erscheinungstermin: 13.01.2012
- Sprache(n): Englisch
- Auflage: 2012
- Serie: Advances in Computer Vision and Pattern Recognition
- Produktform: Gebunden, HC runder Rücken kaschiert
- Gewicht: 852 g
- Seiten: 442
- Format (B x H x T): 160 x 241 x 31 mm
- Ausgabetyp: Kein, Unbekannt