Theory and Applications of Image Registration

Arthur Ardeshir Goshtasby

  • 出版商: Wiley
  • 出版日期: 2017-08-21
  • 售價: $5,330
  • 貴賓價: 9.5$5,064
  • 語言: 英文
  • 頁數: 520
  • 裝訂: Hardcover
  • ISBN: 1119171717
  • ISBN-13: 9781119171713
  • 相關分類: 地理資訊系統 Gis
  • 海外代購書籍(需單獨結帳)

買這商品的人也買了...

商品描述

A hands-on guide to image registration theory and methods—with examples of a wide range of real-world applications

Theory and Applications of Image Registration offers comprehensive coverage of feature-based image registration methods. It provides in-depth exploration of an array of fundamental issues, including image orientation detection, similarity measures, feature extraction methods, and elastic transformation functions. Also covered are robust parameter estimation, validation methods, multi-temporal and multi-modality image registration, methods for determining the orientation of an image, methods for identifying locally unique neighborhoods in an image, methods for detecting lines in an image, methods for finding corresponding points and corresponding lines in images, registration of video images to create panoramas, and much more.

Theory and Applications of Image Registration provides readers with a practical guide to the theory and underpinning principles. Throughout the book numerous real-world examples are given, illustrating how image registration can be applied to problems in various fields, including biomedicine, remote sensing, and computer vision. Also provided are software routines to help readers develop their image registration skills. Many of the algorithms described in the book have been implemented, and the software packages are made available to the readers of the book on a companion website. In addition, the book:

  • Explores the fundamentals of image registration and provides a comprehensive look at its multi-disciplinary applications
  • Reviews real-world applications of image registration in the fields of biomedical imaging, remote sensing, computer vision, and more
  • Discusses methods in the registration of long videos in target tracking and 3-D reconstruction
  • Addresses key research topics and explores potential solutions to a number of open problems in image registration
  • Includes a companion website featuring fully implemented algorithms and image registration software for hands-on learning

Theory and Applications of Image Registration is a valuable resource for researchers and professionals working in industry and government agencies where image registration techniques are routinely employed. It is also an excellent supplementary text for graduate students in computer science, electrical engineering, software engineering, and medical physics.

商品描述(中文翻譯)

《影像配准理论与方法的实践指南——附有广泛实际应用示例》

《影像配准的理论与应用》全面介绍了基于特征的影像配准方法。本书深入探讨了一系列基本问题,包括影像方向检测、相似度度量、特征提取方法和弹性变换函数。此外,本书还介绍了鲁棒参数估计、验证方法、多时相和多模态影像配准、确定影像方向的方法、识别影像中局部唯一邻域的方法、检测影像中的线条的方法、在影像中找到对应点和对应线条的方法、将视频影像配准以创建全景图等内容。

《影像配准的理论与应用》为读者提供了实践指南和基本原理。全书提供了许多实际应用示例,说明了如何将影像配准应用于生物医学、遥感和计算机视觉等领域的问题。书中还提供了软件例程,帮助读者发展影像配准技能。书中描述的许多算法已经实现,并且软件包可以在附带的网站上供读者使用。此外,本书还具有以下特点:

- 探索影像配准的基础知识,并全面介绍其多学科应用领域。
- 回顾了影像配准在生物医学成像、遥感、计算机视觉等领域的实际应用。
- 讨论了在目标跟踪和三维重建中长视频的配准方法。
- 讨论了关键研究课题,并探讨了影像配准中一些未解决问题的潜在解决方案。
- 附带网站提供完整实现的算法和影像配准软件,供实践学习使用。

《影像配准的理论与应用》对于在常规应用影像配准技术的研究人员和专业人士非常有价值。对于计算机科学、电气工程、软件工程和医学物理学等研究生来说,本书也是一本优秀的辅助教材。