Dr. Giovanni Matranga Profile

Dr. Giovanni Matranga

at Istituto di Scienze e Tecnologie per l'Energia e la Mobilità Sost

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Publications (2)

Proceedings Article | 9 August 2023 Poster + Paper

Automated plant-scale monitoring by a farmer robot using a consumer-grade RGB-D camera

R. Devanna, G. Matranga, M. Biddoccu, G. Reina, A. Milella

Proceedings Volume 12621, 1262118 (2023) https://doi.org/10.1117/12.2673845

KEYWORDS: Cameras, Image segmentation, Sensors, Infrared imaging, Agriculture, Infrared sensors, Crop monitoring, Vegetation, Infrared cameras, Imaging systems

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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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