Dr. Roberto Marani Profile

Dr. Roberto Marani

at STIIMA

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Publications (3)

Proceedings Article | 7 June 2024 Presentation + Paper

Effect of lock-in thermography test parameters on classifying defects in CFRP by means of a convolutive neural network

Tiziana Matarrese, Roberto Marani, Davide Palumbo, Tiziana D'Orazio, Umberto Galietti

Proceedings Volume 13047, 130470D (2024) https://doi.org/10.1117/12.3028911

KEYWORDS: Education and training, Thermography, Tunable filters, Neural networks, Digital filtering, Defect detection, Infrared cameras, Ranging, Modulation, Materials properties

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Proceedings Article | 9 August 2023 Presentation + Paper

Multimodal non-destructive techniques for composite inspection

Fabiana Graziano, Ciro Tortora, Veronica Vespini, Massimo Rippa, Simonetta Grilli, Roberto Marani, Sara Coppola, Ettore Stella, Pietro Ferraro

Proceedings Volume 12621, 126210S (2023) https://doi.org/10.1117/12.2673953

KEYWORDS: Composites, Nondestructive evaluation, Shearography, Thermography, Inspection, Industry, Defect detection, Materials properties, Carbon fibers, Carbon fiber reinforced plastics

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Proceedings Article | 9 August 2023 Presentation + Paper

Scale-invariant semantic segmentation of natural RGB-D images combining decision tree and deep learning models

L. Romeo, R. Devanna, R. Marani, G. Matranga, M. Biddoccu, A. Milella

Proceedings Volume 12621, 1262111 (2023) https://doi.org/10.1117/12.2677371

KEYWORDS: Image segmentation, Semantics, RGB color model, Deep learning, Cameras, Decision trees, Education and training, Machine learning, Data modeling, Agriculture

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