Universiti Teknologi Malaysia Institutional Repository

Neural network in corner detection of vertex chain code series

Haron, Habibollah and Subri, S. H. and Sallehuddin, R. (2006) Neural network in corner detection of vertex chain code series. The International Journal of Artificial Intelligence and Machine Learning (AIML Journal), 6 (1). pp. 37-43. ISSN 1687-4846 cetak ; 1687-4854 Online

[img]
Preview
PDF
569Kb

Official URL: http://www.icgst.com/AIML.html

Abstract

This paper presents a Neural Network Classifier to be implemented in corner detection of chain code series. The classifier directly uses chain code which is derived using Freeman chain code as training, testing and validation set. The steps of developing Neural Network Classifier are included in this paper. Comparison results between Neural Network Classifier corner detection and other computational corner detection are presented to show the reliability of the proposed classifier. This paper ends with the discussions on the implementation of proposed neural network in corner detection of chain code series. Experimental results have shown that the proposed network has good robustness and detection performance. This makes this method a great choice for machine vision.

Item Type:Article
Uncontrolled Keywords:neural network, chain code, corner detection, line drawing
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Computer Science and Information System (Formerly known)
ID Code:8210
Deposited By:INVALID USER
Deposited On:02 Apr 2009 04:03
Last Modified:02 Jun 2010 01:52

Repository Staff Only: item control page