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Samuele Capobianco
Samuele Capobianco
Researcher
Verified email at unifi.it
Title
Cited by
Cited by
Year
Deepdocclassifier: Document classification with deep convolutional neural network
MZ Afzal, S Capobianco, MI Malik, S Marinai, TM Breuel, A Dengel, ...
2015 13th international conference on document analysis and recognition …, 2015
1342015
Deep learning methods for vessel trajectory prediction based on recurrent neural networks
S Capobianco, LM Millefiori, N Forti, P Braca, P Willett
IEEE Transactions on Aerospace and Electronic Systems 57 (6), 4329-4346, 2021
1322021
Context-based energy disaggregation in smart homes
F Paradiso, F Paganelli, D Giuli, S Capobianco
Future Internet 8 (1), 4, 2016
532016
Vehicle classification based on convolutional networks applied to FMCW radar signals
S Capobianco, L Facheris, F Cuccoli, S Marinai
Traffic Mining Applied to Police Activities: Proceedings of the 1st Italian …, 2018
462018
ANN-based appliance recognition from low-frequency energy monitoring data
F Paradiso, F Paganelli, A Luchetta, D Giuli, P Castrogiovanni
2013 IEEE 14th International Symposium on" A World of Wireless, Mobile and …, 2013
422013
Docemul: a toolkit to generate structured historical documents
S Capobianco, S Marinai
2017 14th IAPR International Conference on Document Analysis and Recognition …, 2017
252017
Historical handwritten document segmentation by using a weighted loss
S Capobianco, L Scommegna, S Marinai
Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop …, 2018
202018
Uncertainty-aware recurrent encoder-decoder networks for vessel trajectory prediction
S Capobianco, N Forti, LM Millefiori, P Braca, P Willett
2021 IEEE 24th International Conference on Information Fusion (FUSION), 1-5, 2021
162021
Creating accessible online floor plans for visually impaired readers
A Madugalla, K Marriott, S Marinai, S Capobianco, C Goncu
ACM Transactions on Accessible Computing (TACCESS) 13 (4), 1-37, 2020
162020
Recurrent Encoder–Decoder Networks for Vessel Trajectory Prediction With Uncertainty Estimation
S Capobianco, N Forti, LM Millefiori, P Braca, P Willett
IEEE Transactions on Aerospace and Electronic Systems 59 (3), 2554-2565, 2022
152022
Deep neural networks for record counting in historical handwritten documents
S Capobianco, S Marinai
Pattern recognition letters 119, 103-111, 2019
102019
Text line extraction in handwritten historical documents
S Capobianco, S Marinai
Digital Libraries and Archives: 13th Italian Research Conference on Digital …, 2017
62017
Record counting in historical handwritten documents with convolutional neural networks
S Capobianco, S Marinai
arXiv preprint arXiv:1610.07393, 2016
62016
Deep Learning Methods for Document Image Understanding
S Capobianco
22020
Aerial Laser Scanning for Forest Change Assessment: An Evaluation Framework for Forest Change Map Products
S Capobianco, M Piccardo, M Migliavacca, A Cescatti
EGU24, 2024
2024
Assessing the relationship between forest structural diversity and resilience in a warming climate
M Pickering, A Elia, M Girardello, G Oton, S Capobianco, M Piccardo, ...
EGU24, 2024
2024
Assessing the potential of machine learning and integrated satellite data for canopy height mapping: a case study on the Iberian Peninsula
G Otón, S Capobianco, M Girardello, G Ceccherini, M Piccardo, ...
Earth Resources and Environmental Remote Sensing/GIS Applications XIV 12734 …, 2023
2023
Methods and Challenges in Timeseries Analysis of Vegetation in the Geospatial Domain
A Elia, M Pickering, M Girardello, G Oton, G Ceccherini, S Capobianco, ...
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2023
2023
Recognition of Concordances for Indexing in Digital Libraries
S Marinai, S Capobianco, Z Ziran, A Giuntini, P Mansueto
Digital Libraries: The Era of Big Data and Data Science: 16th Italian …, 2020
2020
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