Feature extraction method for classification in workpieces defects

Marcin Połomski; Tomasz Kraszewski; Artur Pasierbek; Anna Piwowar

doi:10.15199/48.2024.01.47

Feature extraction method for classification in workpieces defects

Przetłumaczony tytuł wkładu: Metody ekstrakcji cech do klasyfikacji wad detali podawanych obróbce

Centrum Badawczo - Rozwojowe GLOKOR Sp. z o.o.

Wyniki badań: Wkład do czasopisma › Artykuł › recenzja

Abstrakt

The article is a description of the feature extraction method, used in the classification of defects in workpieces undergoing a process. The publication is a part of the work related to the development of a line for automatic identification of defects on workpieces. It describes a method of extracting features, in which voxelization results were used to obtain the parameters of characteristic defects.

Przetłumaczony tytuł wkładu	Metody ekstrakcji cech do klasyfikacji wad detali podawanych obróbce
Język oryginału	angielski
Strony (od–do)	224-227
Liczba stron	4
Czasopismo	Przeglad Elektrotechniczny
Tom	2024
Numer wydania	1
Identyfikatory DOI	https://doi.org/10.15199/48.2024.01.47
Status publikacji	Opublikowano - 2024

Obszary tematyczne ASJC Scopus

Inżynieria elektryczna i elektroniczna

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10.15199/48.2024.01.47

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Cytowanie

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title = "Feature extraction method for classification in workpieces defects",

abstract = "The article is a description of the feature extraction method, used in the classification of defects in workpieces undergoing a process. The publication is a part of the work related to the development of a line for automatic identification of defects on workpieces. It describes a method of extracting features, in which voxelization results were used to obtain the parameters of characteristic defects.",

keywords = "defect detection, feature classification, feature extraction, vision systems",

author = "Marcin Po{\l}omski and Tomasz Kraszewski and Artur Pasierbek and Anna Piwowar",

year = "2024",

doi = "10.15199/48.2024.01.47",

language = "English",

volume = "2024",

pages = "224--227",

journal = "Przeglad Elektrotechniczny",

issn = "0033-2097",

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TY - JOUR

T1 - Feature extraction method for classification in workpieces defects

AU - Połomski, Marcin

AU - Kraszewski, Tomasz

AU - Pasierbek, Artur

AU - Piwowar, Anna

PY - 2024

Y1 - 2024

N2 - The article is a description of the feature extraction method, used in the classification of defects in workpieces undergoing a process. The publication is a part of the work related to the development of a line for automatic identification of defects on workpieces. It describes a method of extracting features, in which voxelization results were used to obtain the parameters of characteristic defects.

AB - The article is a description of the feature extraction method, used in the classification of defects in workpieces undergoing a process. The publication is a part of the work related to the development of a line for automatic identification of defects on workpieces. It describes a method of extracting features, in which voxelization results were used to obtain the parameters of characteristic defects.

KW - defect detection

KW - feature classification

KW - feature extraction

KW - vision systems

UR - https://www.scopus.com/pages/publications/85181521355

U2 - 10.15199/48.2024.01.47

DO - 10.15199/48.2024.01.47

M3 - Article

AN - SCOPUS:85181521355

SN - 0033-2097

VL - 2024

SP - 224

EP - 227

JO - Przeglad Elektrotechniczny

JF - Przeglad Elektrotechniczny

IS - 1

ER -

Feature extraction method for classification in workpieces defects

Abstrakt

Obszary tematyczne ASJC Scopus

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