Image Registration Principles, Tools and Methods

Image Registration Principles, Tools and Methods / by A. Ardeshir Goshtasby.

Image registration is the process of finding correspondence between all points in two images of a scene – a process with numerous applications in computer vision and image analysis. This comprehensive text/reference presents a thorough and detailed guide to image registration, outlining the principl...

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Bibliographic Details
Main Author: Goshtasby, A. Ardeshir (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: London : Springer London : Imprint: Springer, 2012.
Edition:1st ed. 2012.
Series:Advances in Computer Vision and Pattern Recognition,
Springer eBook Collection.
Subjects:
Optical data processing.
Pattern recognition.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Introduction
  • Similarity and Dissimilarity Measures
  • Point Detectors
  • Feature Extraction
  • Image Descriptors
  • Feature Selection and Heterogeneous Descriptors
  • Point Pattern Matching
  • Robust Parameter Estimation
  • Transformation Functions
  • Image Resampling and Compositing
  • Image Registration Methods
  • A Principal Component Analysis (PCA).

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