Pubblicazioni

Transfer learning for Renaissance illuminated manuscripts: starting a journey from classification to interpretation

2024 - Proceedings of the 3rd Workshop on Artificial Intelligence for Cultural Heritage (IAI4CH 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024)
Minisini, Valeria; Gosti, Giorgio; Fanini, Bruno

Damage detection with image processing: a comparative study

2023 - EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION
Crognale, M.; De Iuliis, M.; Rinaldi, C.; Gattulli, V.

Street direction classification using implicit vehicle crowdsensing and deep learning

2023 - FUTURE GENERATION COMPUTER SYSTEMS
Luciani, Alessio; Panizzi, Emanuele

Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data

2023 - Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023
Margeloiu, A.; Simidjievski, N.; Lio, P.; Jamnik, M.

On Circuit-Based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification

2022 - IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING
Sebastianelli, A.; Zaidenberg, D. A.; Spiller, D.; Le Saux, B.; Ullo, S.

Image Classification With Small Datasets: Overview and Benchmark

2022 - IEEE ACCESS
Brigato, L.; Barz, B.; Iocchi, L.; Denzler, J.

On-Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery

2021 - REMOTE SENSING
Del Rosso, M. P.; Sebastianelli, A.; Spiller, D.; Mathieu, P. P.; Ullo, S. L.

Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing

2021 - International Geoscience and Remote Sensing Symposium (IGARSS)
Zaidenberg, D. A.; Sebastianelli, A.; Spiller, D.; Le Saux, B.; Ullo, S. L.

Boosting Deep Open World Recognition by Clustering

2020 - IEEE ROBOTICS AND AUTOMATION LETTERS
Fontanel, Dario; Cermelli, Fabio; Mancini, Massimiliano; Rota Buló, Samuel; Ricci, Elisa; Caputo, Barbara

A Close Look at Deep Learning with Small Data

2020 - International Conference on Pattern Recognition
Brigato, Lorenzo; Iocchi, Luca

Domain generalization with domain-specific aggregation modules

2019 - Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings
D'Innocente, Antonio; Caputo, Barbara

Domain generalization by solving jigsaw puzzles

2019 - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Carlucci, Fabio Maria; D'Innocente, Antonio; Bucci, Silvia; Tommasi, Tatiana; Caputo, Barbara

Tackling partial domain adaptation with self-supervision

2019 - Image Analysis and Processing – ICIAP 2019
Bucci, Silvia; D'Innocente, Antonio; Tommasi, Tatiana

UAV-based hyperspectral imaging for weed discrimination in maize

2019 - Precision Agriculture 2019 - Papers Presented at the 12th European Conference on Precision Agriculture, ECPA 2019
Casa, R.; Pascucci, S.; Pignatti, S.; Palombo, A.; Nanni, U.; Harfouche, A.; Laura, L.; Di Rocco, M.; Fantozzi, P.

Multi-method tracking of monsoon floods using Sentinel-1 imagery

2019 - WATER
Ruzza, Giuseppe; Guerriero, Luigi; Grelle, Gerardo; Guadagno, Francesco Maria; Revellino, Paola

Mapping and classification of ecologically sensitive marine habitats using unmanned aerial vehicle (UAV) imagery and object-based image analysis (OBIA)

2018 - REMOTE SENSING
Ventura, Daniele; Bonifazi, Andrea; Gravina, Maria Flavia; Belluscio, Andrea; Ardizzone, Domenico

Robust Place Categorization With Deep Domain Generalization

2018 - IEEE ROBOTICS AND AUTOMATION LETTERS
Mancini, Massimiliano; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa

Automatic model based dataset generation for fast and accurate crop and weeds detection

2017 - 2017 IEEE/RSJ international conference on intelligent robots and systems (IROS 2017). Vancouver, British Columbia, Canada 24-28 September 2017
DI CICCO, Maurilio; Potena, Ciro; Grisetti, Giorgio; Pretto, Alberto

Unmanned aerial systems (UASs) for environmental monitoring. A review with applications in coastal habitats

2017 - Aerial Robots. Aerodynamics, control and applications
Ventura, Daniele; Bonifazi, Andrea; Gravina, Maria Flavia; Ardizzone, Domenico

A low-cost drone based application for identifying and mapping of coastal fish nursery grounds

2016 - ESTUARINE, COASTAL AND SHELF SCIENCE
Ventura, Daniele; Galantucci, Bruno Michele; Jona Lasinio, Giovanna; Belluscio, Andrea; Ardizzone, Domenico

On rethinking cognitive access for underwater acoustic communications

2016 - IEEE JOURNAL OF OCEANIC ENGINEERING
Biagi, Mauro; Petroni, Andrea; Colonnese, Stefania; Cusani, Roberto; Scarano, Gaetano

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