Limited receptive area neural classifier for texture recognition of metal surfaces

The Limited Receptive Area (LIRA) neural classifier is proposed for texture recognition of mechanically treated metal surfaces. It can be used in systems that have to recognize position and orientation of complex work pieces in the task of assembly of micromechanical devices. The performance of the...

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Detalles Bibliográficos
Autores principales: Martín, Anabel, Baidyk, Tatiana, Makeyev, Oleksandr
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2006
Materias:
Ciencias Informáticas
Object recognition
Scene Analysis
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/23948
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-23948
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Object recognition
Scene Analysis
spellingShingle Ciencias Informáticas
Object recognition
Scene Analysis
Martín, Anabel
Baidyk, Tatiana
Makeyev, Oleksandr
Limited receptive area neural classifier for texture recognition of metal surfaces
topic_facet Ciencias Informáticas
Object recognition
Scene Analysis
description The Limited Receptive Area (LIRA) neural classifier is proposed for texture recognition of mechanically treated metal surfaces. It can be used in systems that have to recognize position and orientation of complex work pieces in the task of assembly of micromechanical devices. The performance of the proposed classifier was tested on specially created image database in recognition of four texture types that correspond to metal surfaces after:milling, polishing with sandpaper, turning with lathe and polishing with file. The promising recognition rate of 99.7% was obtained
format Objeto de conferencia
Objeto de conferencia
author Martín, Anabel
Baidyk, Tatiana
Makeyev, Oleksandr
author_facet Martín, Anabel
Baidyk, Tatiana
Makeyev, Oleksandr
author_sort Martín, Anabel
title Limited receptive area neural classifier for texture recognition of metal surfaces
title_short Limited receptive area neural classifier for texture recognition of metal surfaces
title_full Limited receptive area neural classifier for texture recognition of metal surfaces
title_fullStr Limited receptive area neural classifier for texture recognition of metal surfaces
title_full_unstemmed Limited receptive area neural classifier for texture recognition of metal surfaces
title_sort limited receptive area neural classifier for texture recognition of metal surfaces
publishDate 2006
url http://sedici.unlp.edu.ar/handle/10915/23948
work_keys_str_mv AT martinanabel limitedreceptiveareaneuralclassifierfortexturerecognitionofmetalsurfaces
AT baidyktatiana limitedreceptiveareaneuralclassifierfortexturerecognitionofmetalsurfaces
AT makeyevoleksandr limitedreceptiveareaneuralclassifierfortexturerecognitionofmetalsurfaces
bdutipo_str Repositorios
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