JOURNAL ARTICLE

<title>Recursive operations in image algebra</title>

Li DongGerhard X. Ritter

Year: 1990 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 1350 Pages: 2-13   Publisher: SPIE

Abstract

The three commonly used high-level image-template operations provided by the image algebra are the generalized convolution the additive maximum or generalized lattice convolution and the multiplicative maximum These are used to realize various nonrecursive image transformations e. g. DFT edge detection and morphological operations. Along with nonrecursive transformations a class of recursive transformations are also widely used in signal and image processing e. g. hR filters sequential block labeling predictive coding etc. . In this paper a couple of new recursive operations are introduced which allow the image algebra to express a set of linear and nonlinear recursive transformations. Algebraic properties of these recursive operations are given which provide a mathematical basis for recursive template composition and decomposition. Also some applications of recursive operations in image processing are presented.

Keywords:
Convolution (computer science) Algorithm Image processing Algebraic operation Multiplicative function Mathematics Algebraic number Algebraic structure Algebra over a field Computer science Image (mathematics) Artificial intelligence Pure mathematics Artificial neural network

Metrics

3
Cited By
0.58
FWCI (Field Weighted Citation Impact)
11
Refs
0.72
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Digital Image Processing Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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