Image Registration Principles, Tools and Methods /
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...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
London :
Springer London : Imprint: Springer,
2012.
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Σειρά: | Advances in Computer Vision and Pattern Recognition,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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).