Burr detection and classification using RUSTICO and image processing

نویسندگان

چکیده

Machined workpieces must satisfy quality standards such as avoid the presence of burrs in edge finishing to reduce production costs and time. In this work we consider three types burr that are determined by distribution shape on a microscopic scale: knife-type (without imperfections), saw-type (presence small splinters could be accepted) burr-breakage (substantial deformation produces unusable workpieces). The proposed method includes RUSTICO classify automatically each piece according its type. Experimental results validate effectiveness, yielding 91.2% F1-Score identifying completely

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ژورنال

عنوان ژورنال: Journal of Computational Science

سال: 2021

ISSN: ['1877-7511', '1877-7503']

DOI: https://doi.org/10.1016/j.jocs.2021.101485