Share Email Print
cover

Proceedings Paper

New approach to image processing based on the methodology of pattern recognition
Author(s): Vladislav V. Sergeyev
Format Member Price Non-Member Price
PDF $17.00 $21.00

Paper Abstract

A new approach to local spatially-invariant digital image processing is based on the non-traditionally use of a pattern recognition methodology. Corresponding methods of `processing through recognition' (P/R-methods) include (1) the input image features formation in a sliding 2D window, and (2) the classification of every pixel of output image. In this paper the general schemes of P/R-method training and running are given. Some fast parallel-recursive algorithms of the image features formation in a sliding window are shown. The problems of synthesis of output image pixel classifier are discussed. Results of research of P/R-method with reference to some problems of image processing are described. Advantages of the proposed approach are marked.

Paper Details

Date Published: 10 March 1998
PDF: 8 pages
Proc. SPIE 3348, Optical Information Science and Technology (OIST97): Computer and Holographic Optics and Image Processing, (10 March 1998); doi: 10.1117/12.302491
Show Author Affiliations
Vladislav V. Sergeyev, Image Processing Systems Institute (Russia)


Published in SPIE Proceedings Vol. 3348:
Optical Information Science and Technology (OIST97): Computer and Holographic Optics and Image Processing
Andrei L. Mikaelian, Editor(s)

© SPIE. Terms of Use
Back to Top