Artificial Vision System for the Identification and Traceability of Minor and Simple Pre-Assemblies in the Shipbuilding Industry

In naval construction, process automation is essential to improve efficiency and ensure accuracy at every stage of production. In this context, machine vision plays a key role by allowing the automatic identification of the several components. This study will propose a machine vision system that will jointly apply 3D surface matching and edge matching techniques for the identification of minor and simple pre-assemblies, which are small sub-assemblies that are part of the larger structure of the ship. The combination of these techniques will be used to evaluate their effectiveness in identifying components, with the objective of ensuring part traceability throughout the shipbuilding process.

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Publication Details

Published
2024-11-01
DOI
https://doi.org/10.17979/spudc.9788497498913.37
Primary Topic
Marine and Coastal Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Artificial Vision System for the Identification and Traceability of Minor and Simple Pre-Assemblies in the Shipbuilding Industry

Pablo Fariñas Alvariño, Esteban Jove, Francisco Zayas‐Gato, Antonio Díaz-Longueira et al.
Marine and Coastal Research
article

Artificial Vision System for the Identification and Traceability of Minor and Simple Pre-Assemblies in the Shipbuilding Industry

Pablo Fariñas Alvariño, Esteban Jove, Francisco Zayas‐Gato, Antonio Díaz-Longueira, Paula Arcano-Bea
article en

Abstract

In naval construction, process automation is essential to improve efficiency and ensure accuracy at every stage of production. In this context, machine vision plays a key role by allowing the automatic identification of the several components. This study will propose a machine vision system that will jointly apply 3D surface matching and edge matching techniques for the identification of minor and simple pre-assemblies, which are small sub-assemblies that are part of the larger structure of the ship. The combination of these techniques will be used to evaluate their effectiveness in identifying components, with the objective of ensuring part traceability throughout the shipbuilding process.

Xunta de Galicia, European Regional Development Fund
Openalex Percentile: Top 64%
Marine and Coastal Research
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