Alberto Garcia-Perez

Associate Professor

IRTA

Spain

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Alberto Garcia-Perez is an Associate Professor at ITAerea in Spain. His research primarily focuses on applying generative AI techniques to enhance tool wear monitoring and defect recognition in manufacturing processes. His recent articles explore advancements in CNN-based methods and synthetic data generation for improving model training in automatic defect recognition.

Articles (4)

Year:

2025

Year:

2025

Year:

2023

Year:

2022

Collaborators (2)

Arturo de la Escalera Hueso

Full Professor

Universidad Carlos III de Madrid - Campus de Leganés

SPAIN

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MARIA JOSE GOMEZ

Universidad Carlos III de Madrid

SPAIN

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Alberto Garcia-Perez

Research Interests

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Articles (4)

A Generative AI approach to improve in-situ vision tool wear monitoring with scarce data

Improving automatic defect recognition on GDXRay castings dataset by introducing GenAI synthetic training data

CNN-based in situ tool wear detection: A study on model training and data augmentation in turning inserts

Automated Defect Recognition of Castings Defects Using Neural Networks

Collaborators (2)

Arturo de la Escalera Hueso

MARIA JOSE GOMEZ

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