| Image Registration: Principles, Tools and Methods 2012 Edition Contributor(s): Goshtasby, A. Ardeshir (Author) |
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ISBN: 1447157990 ISBN-13: 9781447157991 Publisher: Springer OUR PRICE: $161.49 Product Type: Paperback - Other Formats Published: March 2014 |
| Additional Information |
| BISAC Categories: - Computers | Computer Vision & Pattern Recognition - Computers | Computer Graphics - Technology & Engineering | Imaging Systems |
| Dewey: 621.367 |
| Series: Advances in Computer Vision and Pattern Recognition |
| Physical Information: 1" H x 6.1" W x 9" (1.40 lbs) 442 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |