Fast computation of 2-D image moments using biaxial transform

Citation
S. Belkasim et M. Kamel, Fast computation of 2-D image moments using biaxial transform, PATT RECOG, 34(9), 2001, pp. 1867-1877
Citations number
18
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
PATTERN RECOGNITION
ISSN journal
00313203 → ACNP
Volume
34
Issue
9
Year of publication
2001
Pages
1867 - 1877
Database
ISI
SICI code
0031-3203(200109)34:9<1867:FCO2IM>2.0.ZU;2-Z
Abstract
In this paper a new transform is introduced. This transform is based on div iding the image into four quadrants. The transform can be generated by addi ng or subtracting the gray levels of each two axially symmetric points in t he original image. The addition or subtraction is dependent on the quadrant position. The newly transformed quadrants can then be used to compute the moments. Only one quadrant of transformed image is needed to compute the mo ments of specific orders. This can lead to considerable savings in both pro cessing time as well as storage. Other advantages of this transform, such a s image reconstruction and using multiple filters on the same image frame t o remove noise, are also explored. (C) 2001 Pattern Recognition Society. Pu blished by Elsevier Science Ltd. All rights reserved.