6533b82afe1ef96bd128cc58

RESEARCH PRODUCT

An Automated Visual Inspection System for the Classification of the Phases of Ti-6Al-4V Titanium Alloy

Marco La CasciaGiuseppe MazzolaLivan FratiniAntonino Ducato

subject

Titanium Ti-6Al-4V Metallography Computer Vision Automated Visual Inspection SVM TextureComputer sciencebusiness.industryAlloyMechanical engineeringchemistry.chemical_elementTitanium alloyWeldingengineering.materialMicrostructurelaw.inventionAutomated X-ray inspectionchemistrylawMetallographyengineeringFriction stir weldingComputer visionArtificial intelligencebusinessTitanium

description

Metallography is the science of studying the physical properties of metal microstructures, by means of microscopes. While traditional approaches involve the direct observation of the acquired images by human experts, Com-puter Vision techniques may help experts in the analysis of the inspected mate-rials. In this paper we present an automated system to classify the phases of a Titanium alloy, Ti-6Al-4V. Our system has been tested to analyze the final products of a Friction Stir Welding process, to study the states of the micro-structures of the welded material.

yearjournalcountryeditionlanguage
2013-01-01
10.1007/978-3-642-40246-3_45http://hdl.handle.net/10447/84246