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Vittorio Mazzia
Vittorio Mazzia
Amazon, AGI
Correu electrònic verificat a amazon.com - Pàgina d'inici
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Efficient-capsnet: Capsule network with self-attention routing
V Mazzia, F Salvetti, M Chiaberge
Scientific reports 11 (1), 14634, 2021
2302021
Action transformer: A self-attention model for short-time pose-based human action recognition
V Mazzia, S Angarano, F Salvetti, F Angelini, M Chiaberge
Pattern Recognition 124, 108487, 2022
2272022
Real-time apple detection system using embedded systems with hardware accelerators: An edge AI application
V Mazzia, A Khaliq, F Salvetti, M Chiaberge
Ieee Access 8, 9102-9114, 2020
2142020
Multi-image super resolution of remotely sensed images using residual attention deep neural networks
F Salvetti, V Mazzia, A Khaliq, M Chiaberge
Remote Sensing 12 (14), 2207, 2020
1442020
Improvement in land cover and crop classification based on temporal features learning from Sentinel-2 data using recurrent-convolutional neural network (R-CNN)
V Mazzia, A Khaliq, M Chiaberge
Applied Sciences 10 (1), 238, 2019
1372019
UAV and machine learning based refinement of a satellite-driven vegetation index for precision agriculture
V Mazzia, L Comba, A Khaliq, M Chiaberge, P Gay
Sensors 20 (9), 2530, 2020
1202020
Local motion planner for autonomous navigation in vineyards with a RGB-D camera-based algorithm and deep learning synergy
D Aghi, V Mazzia, M Chiaberge
Machines 8 (2), 27, 2020
662020
Robust ultra-wideband range error mitigation with deep learning at the edge
S Angarano, V Mazzia, F Salvetti, G Fantin, M Chiaberge
Engineering Applications of Artificial Intelligence 102, 104278, 2021
582021
Domain-adversarial training of self-attention-based networks for land cover classification using multi-temporal sentinel-2 satellite imagery
M Martini, V Mazzia, A Khaliq, M Chiaberge
Remote Sensing 13 (13), 2564, 2021
412021
Deep semantic segmentation at the edge for autonomous navigation in vineyard rows
D Aghi, S Cerrato, V Mazzia, M Chiaberge
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021
352021
Deepway: a deep learning waypoint estimator for global path generation
V Mazzia, F Salvetti, D Aghi, M Chiaberge
Computers and Electronics in Agriculture 184, 106091, 2021
28*2021
A deep learning driven algorithmic pipeline for autonomous navigation in row-based crops
S Cerrato, V Mazzia, F Salvetti, M Martini, S Angarano, A Navone, ...
IEEE Access, 2024
202024
A cost-effective person-following system for assistive unmanned vehicles with deep learning at the edge
A Boschi, F Salvetti, V Mazzia, M Chiaberge
Machines 8 (3), 49, 2020
182020
A survey on knowledge editing of neural networks
V Mazzia, A Pedrani, A Caciolai, K Rottmann, D Bernardi
IEEE Transactions on Neural Networks and Learning Systems, 2024
172024
Exploring subgroup performance in end-to-end speech models
A Koudounas, E Pastor, G Attanasio, V Mazzia, M Giollo, T Gueudre, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
162023
Back-to-bones: Rediscovering the role of backbones in domain generalization
S Angarano, M Martini, F Salvetti, V Mazzia, M Chiaberge
Pattern Recognition 156, 110762, 2024
152024
Refining satellite imagery by using UAV imagery for vineyard environment: A CNN Based approach
A Khaliq, V Mazzia, M Chiaberge
2019 IEEE International Workshop on Metrology for Agriculture and Forestry …, 2019
152019
Towards comprehensive subgroup performance analysis in speech models
A Koudounas, E Pastor, G Attanasio, V Mazzia, M Giollo, T Gueudre, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024
112024
Autonomous navigation in vineyards with deep learning at the edge
D Aghi, V Mazzia, M Chiaberge
International Conference on Robotics in Alpe-Adria Danube Region, 479-486, 2020
92020
Use of deep learning for automatic detection of cracks in tunnels
V Mazzia, F Daneshgaran, M Mondin
Progresses in artificial intelligence and neural systems, 91-101, 2021
72021
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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