Paper Info
Title
Two-dimensional images in frequency-time representation: direction images and resolution map
Abstract
We discuss the concept of the direction image multiresolution, which is derived as a property of the 2-D discrete Fourier transform, when it splits by 1-D transforms. The N x N image, where N is a power of 2, is considered as a unique set of splitting- signals in paired representation, which is the unitary 2-D frequency and 1-D time representation. The number of splitting- signals is 3N-2, and they have different durations, carry the spectral information of the image in disjoint subsets of frequency points, and can be calculated from the projection data along one of 3N/2 angles. The paired representation leads to the image composition by a set of 3N-2 direction images, which defines the directed multiresolution and contains periodic components of the image. We also introduce the concept of the resolution map, as a result of uniting all direction images into log2 N series. In the resolution map, all different periodic components (or structures) of the image are packed into a N x N matrix, which can be used for image processing in enhancement, filtration, and compression. (C) 2010 SPIE and IS&T. [DOI: 10.1117/1.3483906]
Year
DOI
Venue
2010
10.1117/1.3483906
JOURNAL OF ELECTRONIC IMAGING
Field
DocType
Volume
Top-hat transform,Computer vision,Pattern recognition,Feature detection (computer vision),Computer science,Binary image,Image processing,Pyramid (image processing),Distance transform,Artificial intelligence,Image restoration,Image resolution
Journal
19
Issue
ISSN
Citations 
3
1017-9909
6
PageRank 
References 
Authors
0.61
4
2
Name
Order
Citations
PageRank
Artyom M. Grigoryan113427.30
Nan Du282.46