PRAIA - Publications AI/3DII

This line focuses on applying AI in industrial environments for this strategic line, especially for quality control through 3D inspection. It aims to improve industrial processes such as in-line inspection, early detection of defects in the production environment, increasing product quality, and reducing material waste. Machine learning, pattern recognition, and metrology techniques are applied to achieve these objectives, ensuring quality and accuracy standards beyond the reach of traditional industry.

Ana Gómez González, Rafael Espadas, Ignacio Trojaola, Ane Blázquez, José Ferreira, Jorge Calado, Dejan Štepec, Dragan Radolović, Juan Carlos Pérez Cortés, Nicolás García Sastre. (2024).
AI-based solutions for Industrial Equipment Use.
I-ESA’24 conference, .

@inproceedings{agomez2024ai-based,
	author = {Ana Gómez González, Rafael Espadas, Ignacio Trojaola, Ane Blázquez, José Ferreira, Jorge Calado, Dejan Štepec, Dragan Radolović and Juan Carlos Pérez Cortés and Nicolás García Sastre},
	title = {AI-based solutions for Industrial Equipment Use},
	journal = {},
	year = {2024},
	volume = {},
	number = {},
	pages = {},
	publisher = {},
	doi = {En publicación},
	isbn = {En publicación}
}

Pau Garrigues Carbó, Mauro Fabrizioli, Javier Pérez Soler, Miguel Sanchis Hernández, Alessandro Liani, Juan Carlos Pérez Cortés. (2024).
Comparative Analysis of 2D and 3D Visual Inspection Techniques for Precision Quality Assessment in Coffee Capsules.
I-ESA’24 conference, .

@inproceedings{pgarrigues2024comparative,
	author = {Pau Garrigues Carbó and Mauro Fabrizioli and Javier Pérez Soler and Miguel Sanchis Hernández and Alessandro Liani and Juan Carlos Pérez Cortés},
	title = {Comparative Analysis of 2D and 3D Visual Inspection Techniques for Precision Quality Assessment in Coffee Capsules},
	journal = {},
	year = {2024},
	volume = {},
	number = {},
	pages = {},
	publisher = {},
	doi = {En publicación},
	isbn = {En publicación}
}

Alberto Pérez Jiménez, Javier Pérez Soler, Juan Carlos Pérez Cortés, José Luis Guardiola García. (2024).
Alignment and Improvement of Shape-From-Silhouette Reconstructed 3D Objects.
IEEE Access, 76975-76985.
ISBN:2169-3536
https://doi.org/10.1109/ACCESS.2024.3407341

@article{aperez2024alignment,
	author = {Alberto Pérez Jiménez and Javier Pérez Soler and Juan Carlos Pérez Cortés and José Luis Guardiola García},
	title = {Alignment and Improvement of Shape-From-Silhouette Reconstructed 3D Objects},
	journal = {IEEE Access},
	year = {2024},
	volume = {},
	number = {},
	pages = {76975-76985},
	publisher = {},
	doi = {https://doi.org/10.1109/ACCESS.2024.3407341},
	isbn = {2169-3536}
}

Javier Pérez Soler, José Luis Guardiola García, Alberto Pérez Jiménez, Pau Garrigues Carbó, Nicolás García Sastre, Juan Carlos Pérez Cortés. (2023).
Optimal coherent point selection for 3D quality inspection from silhouette-based reconstructions..
Mathematics 11(21), 4419.
https://doi.org/10.3390/math11214419

@article{jperez2023optimal,
	author = {Javier Pérez Soler and José Luis Guardiola García and Alberto Pérez Jiménez and Pau Garrigues Carbó and Nicolás García Sastre and Juan Carlos Pérez Cortés},
	title = {Optimal coherent point selection for 3D quality inspection from silhouette-based reconstructions.},
	journal = {Mathematics},
	year = {2023},
	volume = {11},
	number = {21},
	pages = {4419},
	publisher = {},
	doi = {https://doi.org/10.3390/math11214419},
	isbn = {}
}

Javier Pérez Soler, Nicolás García Sastre, Andrés Larroza Santacruz, Victor Sevilla Nuñez, Miraç Can Yuksel, Santiago Gálvez Settier, Juan Carlos Pérez Cortés. (2023).
Advancing Towards Zero-Defect Manufacturing in the Plastic Injection Industry with Global and Local Explainability Approaches.
IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society 2023(49), .
ISBN:979-8-3503-3182-0, 2577-1647
https://doi.org/10.1109/IECON51785.2023.10311879

@article{jperez2023advancing,
	author = {Javier Pérez Soler and Nicolás García Sastre and Andrés Larroza Santacruz and Victor Sevilla Nuñez and Miraç Can Yuksel and Santiago Gálvez Settier and Juan Carlos Pérez Cortés},
	title = {Advancing Towards Zero-Defect Manufacturing in the Plastic Injection Industry with Global and Local Explainability Approaches},
	journal = {IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society},
	year = {2023},
	volume = {2023},
	number = {49},
	pages = {},
	publisher = {},
	doi = {https://doi.org/10.1109/IECON51785.2023.10311879},
	isbn = {979-8-3503-3182-0, 2577-1647}
}

David Millán Escrivá, Javier Tendillo Ruiz, Pau Garrigues Carbó, Andrés Martín Larroza Santacruz, Guillermo Amat Gomariz, Javier Pérez Soler, José Luis Guardiola García, Juan Carlos Pérez Cortés. (2023).
Computer Vision on the Edge to Reduce Network Bandwidth Consumption and Computing Resources in Multi-view 3D Industrial Inspection without Hidden Surfaces.
Journal of Signal Processing Systems, 1-12.
https://doi.org/10.1007/s11265-023-01844-0

@article{dmillan2023computer,
	author = {David Millán Escrivá and Javier Tendillo Ruiz and Pau Garrigues Carbó and Andrés Martín Larroza Santacruz and Guillermo Amat Gomariz and Javier Pérez Soler and José Luis Guardiola García and Juan Carlos Pérez Cortés},
	title = {Computer Vision on the Edge to Reduce Network Bandwidth Consumption and Computing Resources in Multi-view 3D Industrial Inspection without Hidden Surfaces},
	journal = {Journal of Signal Processing Systems},
	year = {2023},
	volume = {},
	number = {},
	pages = {1-12},
	publisher = {},
	doi = {https://doi.org/10.1007/s11265-023-01844-0},
	isbn = {}
}

Omar del-Tejo-Catala, Jose-Luis Guardiola, Javier Pérez, David Millán Escrivá, Juan-Carlos Perez-Cortes, Alberto J. Perez. (2023).
Probabilistic Pose Estimation From Multiple Hypotheses.
IEEE Access 11, 64507 - 64517.
ISBN:2169-3536
https://doi.org/10.1109/ACCESS.2023.3288569

@article{odel-tejo-catala2023probabilistic,
	author = {Omar del-Tejo-Catala and Jose-Luis Guardiola and Javier Pérez and David Millán Escrivá and Juan-Carlos Perez-Cortes and Alberto J. Perez},
	title = {Probabilistic Pose Estimation From Multiple Hypotheses},
	journal = {IEEE Access},
	year = {2023},
	volume = {11},
	number = {},
	pages = {64507 - 64517},
	publisher = {},
	doi = {https://doi.org/10.1109/ACCESS.2023.3288569},
	isbn = {2169-3536}
}

Omar del-Tejo-Catala, Javier Perez, Jose-Luis Guardiola, Alberto J. Perez, Juan-Carlos Perez-Cortes. (2023).
Synthetic-Real Domain Adaptation for Probabilistic Pose Estimation.
Computer Science Research Notes 3301, 127-136.
ISBN:2464-4617
https://doi.org/10.24132/CSRN.3301.16

@article{odel-tejo-catala2023synthetic-real,
	author = {Omar del-Tejo-Catala and Javier Perez and Jose-Luis Guardiola and Alberto J. Perez and Juan-Carlos Perez-Cortes},
	title = {Synthetic-Real Domain Adaptation for Probabilistic Pose Estimation},
	journal = {Computer Science Research Notes},
	year = {2023},
	volume = {3301},
	number = {},
	pages = {127-136},
	publisher = {},
	doi = {https://doi.org/10.24132/CSRN.3301.16},
	isbn = {2464-4617}
}

Alberto Pérez Jiménez, Javier Pérez Soler, Juan Carlos Pérez Cortés, José Luis Guardiola García. (2022).
Improving Multi-View Camera Calibration Using Precise Location of Sphere Center Projection.
MDPI Computers 11(6), .
http://doi.org/10.3390/computers11060084

@article{aperez2022improving,
	author = {Alberto Pérez Jiménez and Javier Pérez Soler and Juan Carlos Pérez Cortés and José Luis Guardiola García},
	title = {Improving Multi-View Camera Calibration Using Precise Location of Sphere Center Projection},
	journal = {MDPI Computers},
	year = {2022},
	volume = {11},
	number = {6},
	pages = {},
	publisher = {},
	doi = {http://doi.org/10.3390/computers11060084},
	isbn = {}
}

Javier Pérez Soler, Pau Garrigues Carbó, Imanol Fuidio, Stefan Wellsandt, Gennady Laventman, Mohammad Khodamoradi, Santiago Gálvez Settier, Juan Carlos Pérez Cortés. (2022).
Manufacturing data security, trustiness and traceability..
11th International Conference on Interoper- ability For Enterprise Systems And Applications (I-ESA’22) 3214, .
ISBN:1613-0073
http://ceur-ws.org/Vol-3214/

@article{jperez2022manufacturing,
	author = {Javier Pérez Soler and Pau Garrigues Carbó and Imanol Fuidio and Stefan Wellsandt and Gennady Laventman and Mohammad Khodamoradi and Santiago Gálvez Settier and Juan Carlos Pérez Cortés},
	title = {Manufacturing data security, trustiness and traceability.},
	journal = {11th International Conference on Interoper- ability For Enterprise Systems And Applications (I-ESA’22)},
	year = {2022},
	volume = {3214},
	number = {},
	pages = {},
	publisher = {},
	doi = {http://ceur-ws.org/Vol-3214/},
	isbn = {1613-0073}
}

3D Industrial Inspection scientific publications

3D AI-based technologies at the service of industrial inspection