Image Registration Principles, Tools and Methods /

• Main Author: Goshtasby, A. Ardeshir (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2012.
• Series: Advances in Computer Vision and Pattern Recognition,
• Subjects: Computer science.; Image processing.; Pattern recognition.; Computer Science.; Image Processing and Computer Vision.; Pattern Recognition.

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...

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).