| 书目名称 | Image Registration | | 副标题 | Principles, Tools an | | 编辑 | A. Ardeshir Goshtasby | | 视频video | | | 概述 | Reviews a vast array of tools and methods, describing the underlying principles and comparing their performances.Includes a glossary, an extensive list of references, and an appendix on principal comp | | 丛书名称 | Advances in Computer Vision and Pattern Recognition | | 图书封面 |  | | 描述 | 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. | | 出版日期 | Book 2012 | | 关键词 | Feature Extraction and Selection; Image Resampling and Blending; Point Detectors and Descriptors; Point | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4471-2458-0 | | isbn_softcover | 978-1-4471-5799-1 | | isbn_ebook | 978-1-4471-2458-0Series ISSN 2191-6586 Series E-ISSN 2191-6594 | | issn_series | 2191-6586 | | copyright | Springer-Verlag London Limited 2012 |
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发表于 2025-3-21 16:35:09
