SciELO - Scientific Electronic Library Online

 
vol.13 issue1Incompressibility and Lossless Data Compression: An Approach by Pattern DiscoveryG'3-Stable Semantics and Inconsistency author indexsubject indexsearch form
Home Pagealphabetic serial listing  

Services on Demand

Journal

Article

Indicators

Related links

  • Have no similar articlesSimilars in SciELO

Share


Computación y Sistemas

Print version ISSN 1405-5546

Abstract

BAIDYK, Tatiana; KUSSUL, Ernst; MAKEYEV, Oleksandr  and  VELASCO, Graciela. Pattern Recognition for Micro Workpieces Manufacturing. Comp. y Sist. [online]. 2009, vol.13, n.1, pp.61-74. ISSN 1405-5546.

Two neural classifiers were developed for image recognition: PCNC (Permutation Coding Neural Classifier) and LIRA (Limited Receptive Area) neural classifiers. These neural classifiers are multipurpose neural classifiers. We applied them in micromechanics. Information about shape and texture of the micro workpiece can be used to improve precision of both assembly and manufacturing processes. The proposed neural classifiers were tested offline in the both tasks.

Keywords : Computer vision; neural network; shape recognition; texture recognition; micromechanics.

        · abstract in Spanish     · text in English     · English ( pdf )

 

Creative Commons License All the contents of this journal, except where otherwise noted, is licensed under a Creative Commons Attribution License