An Interactive Heuristic Pattern Recognition System

Muntean, Gabriel-Miro, Holban, Stefan and Muntean, Cristina Hava (1999) An Interactive Heuristic Pattern Recognition System. Automatic Control and Computer Sciences, 44 (58). pp. 47-58. ISSN 1558-108X

Preview

PDF Download (449kB) | Preview

Abstract

In order to classify a set of objects and later on to recognize a new or an already known one, one needs to collect, analyze, store and process data in a meaningful way. Classical techniques for such tasks don’t always have good results from all points of view. In this paper we describe an advanced heuristic pattern recognition system based on “simulated annealing” and “tabu search”, algorithms which have been improved in order to perform an interactive classification and recognition of the objects. Experimental results and detailed explanations are provided to demonstrate the effectiveness of the algorithms we have built and to offer a global view of our contribution in this direction.

Item Type:	Article
Subjects:	Q Science > QA Mathematics > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science
Divisions:	School of Computing > Staff Research and Publications
Depositing User:	Caoimhe Ní Mhaicín
Date Deposited:	20 May 2014 14:46
Last Modified:	20 May 2014 14:46
URI:	https://norma.ncirl.ie/id/eprint/1296

Actions (login required)

View Item