Publications
2009
1.
Morala-Argüello, Patricia; Alegre, Enrique; Suarez, S; González-Castro, Víctor; Barreiro, Joaquín
QUALITIVE SURFACE ROUGHNESS EVALUATION USING HARALICK FEATURES AND WAVELET TRANSFORM. Artículo de revista
En: Annals of DAAAM & Proceedings, 2009.
Resumen | Enlaces | BibTeX | Etiquetas: Automated Vision System, Haralick Features, Surface Finish Classification, wavelet transform
@article{morala-arguello_qualitive_2009,
title = {QUALITIVE SURFACE ROUGHNESS EVALUATION USING HARALICK FEATURES AND WAVELET TRANSFORM.},
author = {Patricia Morala-Argüello and Enrique Alegre and S Suarez and Víctor González-Castro and Joaquín Barreiro},
url = {https://openurl.ebsco.com/EPDB%3Agcd%3A10%3A28782154/detailv2?sid=ebsco%3Aplink%3Ascholar-a&id=ebsco%3Agcd%3A47081114&crl=c&jrnl=17269679&id_token_hint=eyJraWQiOiIxNjg2MTQ5MjEzNjMxIiwiYWxnIjoiUlMyNTYifQ.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.eZENRNegI61Xbe4u0bWWNLkdMQUU0LhmDpaOpB78k-UCEP_6MoiccAupzgRxrOu8pX28n6styjtAMyQinyrisZEOxtq0ME2Jnv_oJ6x7pGuUWSrwvI-WgQqqWiZ5flbL4jopLZsgmwDHbFDJe6OIa8Gn-HvwgTOYJRHFCzsJj6qegsuQzukkPRRlat_JXK0eMAzD93rITuwfB9SepfezSD1TWKz63m0ynv56MyQYkKXaEWZnmUQESOT6Qk2Mb4IgxuPO9r-6j5ImCDfsqojX99lPE6fT1WpwAGFLh7m2cKXKtVfSP6k6i6vM25Bn7Z8-s3fDxpRtvUCbxX-L4B1fVw&link_origin=scholar.google.es},
year = {2009},
date = {2009-01-01},
urldate = {2009-01-01},
journal = {Annals of DAAAM & Proceedings},
abstract = {This paper discusses the development of an automated vision system for classifying surface finish in turning parts using Haralick features in the frequency domain through wavelet transform. The study compares images of parts with low and high roughness, extracting Haralick features for image description. Classification is carried out using the k-nearest neighbors (KNN) algorithm, and the results are compared with other simpler features based on moments.},
keywords = {Automated Vision System, Haralick Features, Surface Finish Classification, wavelet transform},
pubstate = {published},
tppubtype = {article}
}
This paper discusses the development of an automated vision system for classifying surface finish in turning parts using Haralick features in the frequency domain through wavelet transform. The study compares images of parts with low and high roughness, extracting Haralick features for image description. Classification is carried out using the k-nearest neighbors (KNN) algorithm, and the results are compared with other simpler features based on moments.