Items related to Image Registration Using Redundant Wavelet Transforms

Image Registration Using Redundant Wavelet Transforms - Softcover

Brown, Richard K

 
9781288319893: Image Registration Using Redundant Wavelet Transforms
Softcover
ISBN 10: 1288319894 ISBN 13: 9781288319893
Publisher: BiblioBazaar, LLC, 2012

Synopsis

Imagery is collected much faster and in significantly greater quantities today compared to a few years ago. Accurate registration of this imagery is vital for comparing the similarities and differences between multiple images. Image registration is a significant component in computer vision and other pattern recognition problems, medical applications such as Medical Resonance Images (MRI) and Positron Emission Tomography (PET), remotely-sensed data for target location and identification, and super-resolution algorithms. Since human analysis is tedious and error prone for large data sets, we require an automatic, effcient, robust, and accurate method to register images. Wavelet transforms have proven useful for a variety of signal and image processing tasks, including image registration. In our research, we present a fundamentally new wavelet-based registration algorithm utilizing redundant transforms and a masking process to suppress the adverse effects of noise and improve processing efficiency.

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Publisher
BiblioBazaar, LLC
Publication date
2012
Language
English
ISBN 10 
1288319894
ISBN 13 
9781288319893
Binding
Paperback
Number of pages
92