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Telecommunications and Radio Engineering
SJR: 0.202 SNIP: 0.2 CiteScore™: 0.23

ISSN Print: 0040-2508
ISSN Online: 1943-6009

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Telecommunications and Radio Engineering

DOI: 10.1615/TelecomRadEng.v64.i11.30
pages 911-915

Edge Detection in Real Images Using a Neural Network Approach

Gerardo Trejo-Caballero
Universidad de Guanajuato FIMEE, Tampico No. 912, 36730 Salamanca, MEXICO
Victor Ayala-Ramirez
Universidad de Guanajuato FIMEE, Tampico 912, Colonia Bellavista, Salamanca, Guanajuato, 36730 MEXICO
Arturo Perez-Garcia
Universidad de Guanajuato FIMEE, Tampico No. 912, 36730 Salamanca, MEXICO
Raul E. Sanchez-Yanez
Universidad de Guanajuato FIMEE, Tampico 912, Colonia Bellavista, Salamanca, Guanajuato, 36730 MEXICO

ABSTRACT

We propose a neural network approach used in real images to detect edges. Our net detects edges in different directions by analyzing the neighborhood pixels for each pixel of the image. In this work, we show the results of our approach as well as a qualitative comparison with other available algorithms in the literature.


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