July 2010
Intermediate to advanced
1384 pages
74h 23m
English
Content preview from Handbook of Image and Video Processing, 2nd Edition
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4.2
Multiscale Image Decompositions and Wavelets
Pierre Moulin, University of Illinois at Urbana-Champaign
2.1 Decimation and Interpolation
2.2 Gaussian Pyramid
2.3 Laplacian Pyramid
3.1 Filter Banks
3.2 Wavelet Decomposition
3.3 Discrete Wavelet Bases
3.4 Continuous Wavelet Bases
3.5 More on Wavelet Image Representations
3.6 Relation to Human Visual System
3.7 Applications
4 Other Multiscale Decompositions
4.1 Undecimated Wavelet Transform
4.2 Wavelet Packets
4.3 Geometric Wavelets
1 Overview
The concept of scale, or resolution of an image, is very intuitive. A person observing a scene perceives the objects in that scene at ...
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