Title :
Edge detection using a cyclic ring of integers modulo 7
Author :
Adhami, Reza R. ; Brewer, V.E.
Author_Institution :
Dept. of Electr. & Comput. Eng., Alabama Univ., Huntsville, AL, USA
Abstract :
A 2×3 convolution mask that is capable of detecting edges of digital images with single-pixel resolution is introduced. The mask is a cyclic ring of integers modulo 7. Test images indicate that, for low-resolution applications, the gain in sensitivity provides improved edge detection over Sobel edge detection. The mask is evaluated with various forms of noise (additive Gaussian and multiplicative exponentially distributed) and demonstrates a higher degree of sensitivity to noise than a Sobel technique
Keywords :
computerised pattern recognition; computerised picture processing; number theory; Sobel technique; computerised picture processing; convolution mask; cyclic ring; digital images; edge detection; integers modulo 7; noise sensitivity; number theory; pattern recognition; single-pixel resolution; Additive noise; Convolution; Digital images; Discrete Fourier transforms; Discrete transforms; Galois fields; Gaussian noise; Image edge detection; Radar signal processing; Testing;
Conference_Titel :
System Theory, 1989. Proceedings., Twenty-First Southeastern Symposium on
Conference_Location :
Tallahassee, FL
Print_ISBN :
0-8186-1933-3
DOI :
10.1109/SSST.1989.72451