On the Future of Robotic Industrial Inspection: Challenges and Opportunities in the Era of Generative AI

Recent advancements in Artificial Intelligence (AI) methodologies, particularly with the rise of Generative AI (GenAI), have paved the way for a new chapter in the robotics domain. In this short paper, we discuss the benefits of integrating GenAI into the robotics domain. Specifically, we analyze the application of GenAI-powered robotics technologies in industrial inspection, defining the specific needs and proposing an approach that best leverages the characteristics of GenAI models to address these challenges in robotic industrial inspection scenarios.

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Publication Details

Published
2024-12-11
DOI
https://doi.org/10.1109/irc63610.2024.00054
Citations
2
Primary Topic
Industrial Vision Systems and Defect Detection
Type
article
Field-Weighted Citation Impact
0.70
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article

On the Future of Robotic Industrial Inspection: Challenges and Opportunities in the Era of Generative AI

Alexis Carlos Holgado, Donato Di Paola, L. Kun
2 citations
Industrial Vision Systems and Defect Detection
0.70
article

On the Future of Robotic Industrial Inspection: Challenges and Opportunities in the Era of Generative AI

Alexis Carlos Holgado, Donato Di Paola, L. Kun
article en
2 citations

Abstract

Recent advancements in Artificial Intelligence (AI) methodologies, particularly with the rise of Generative AI (GenAI), have paved the way for a new chapter in the robotics domain. In this short paper, we discuss the benefits of integrating GenAI into the robotics domain. Specifically, we analyze the application of GenAI-powered robotics technologies in industrial inspection, defining the specific needs and proposing an approach that best leverages the characteristics of GenAI models to address these challenges in robotic industrial inspection scenarios.

Hitachi (United Kingdom) (GB), Hitachi (France) (FR)
Openalex Percentile: Top 24%
Industrial Vision Systems and Defect Detection
0.70
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