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portada Image Registration Using Redundant Wavelet Transforms
Type
Physical Book
Author
Publisher
Language
English
Pages
94
Format
Paperback
Dimensions
24.6 x 18.9 x 0.5 cm
Weight
0.18 kg.
ISBN13
9781288319893
Categories

Image Registration Using Redundant Wavelet Transforms

Richard K. Brown (Author) · Biblioscholar · Paperback

Image Registration Using Redundant Wavelet Transforms - Brown, Richard K.

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Synopsis "Image Registration Using Redundant Wavelet Transforms"

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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