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ORCIDVittorio Mazzia
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2020 – today
- 2024
[j10]Simone Cerrato, Vittorio Mazzia
, Francesco Salvetti, Mauro Martini, Simone Angarano, Alessandro Navone, Marcello Chiaberge:
A Deep Learning Driven Algorithmic Pipeline for Autonomous Navigation in Row-Based Crops. IEEE Access 12: 138306-138318 (2024)- [j9]Simone Angarano, Mauro Martini, Francesco Salvetti, Vittorio Mazzia, Marcello Chiaberge:
Back-to-Bones: Rediscovering the role of backbones in domain generalization. Pattern Recognit. 156: 110762 (2024) - [j8]Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti:
Towards Comprehensive Subgroup Performance Analysis in Speech Models. IEEE ACM Trans. Audio Speech Lang. Process. 32: 1468-1480 (2024) - [c8]Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca De Alfaro, Elena Baralis, Daniele Amberti:
Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models. ICASSP Workshops 2024: 134-138 - 2023
- [c7]Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti:
Exploring Subgroup Performance in End-to-End Speech Models. ICASSP 2023: 1-5 - [i17]Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi:
A Survey on Knowledge Editing of Neural Networks. CoRR abs/2310.19704 (2023) - 2022
- [j7]Vittorio Mazzia, Simone Angarano, Francesco Salvetti, Federico Angelini, Marcello Chiaberge:
Action Transformer: A self-attention model for short-time pose-based human action recognition. Pattern Recognit. 124: 108487 (2022) - [c6]Simone Angarano, Francesco Salvetti, Vittorio Mazzia, Giovanni Fantin, Dario Gandini, Marcello Chiaberge:
Ultra-Low-Power Range Error Mitigation for Ultra-Wideband Precise Localization. SAI (2) 2022: 814-824 - [i16]Simone Angarano, Mauro Martini, Francesco Salvetti, Vittorio Mazzia, Marcello Chiaberge:
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization. CoRR abs/2209.01121 (2022) - [i15]Simone Angarano, Francesco Salvetti, Vittorio Mazzia, Giovanni Fantin, Dario Gandini, Marcello Chiaberge:
Ultra-low-power Range Error Mitigation for Ultra-wideband Precise Localization. CoRR abs/2209.03021 (2022) - 2021
- [j6]Vittorio Mazzia, Francesco Salvetti, Diego Aghi, Marcello Chiaberge:
DeepWay: A Deep Learning waypoint estimator for global path generation. Comput. Electron. Agric. 184: 106091 (2021) - [j5]Simone Angarano, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge:
Robust ultra-wideband range error mitigation with deep learning at the edge. Eng. Appl. Artif. Intell. 102: 104278 (2021) - [j4]Mauro Martini, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge:
Domain-Adversarial Training of Self-Attention-Based Networks for Land Cover Classification Using Multi-Temporal Sentinel-2 Satellite Imagery. Remote. Sens. 13(13): 2564 (2021) - [c5]Simone Cerrato, Diego Aghi, Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge:
An Adaptive Row Crops Path Generator with Deep Learning Synergy. ACIRS 2021: 6-12 - [c4]Enrico Sutera, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge:
Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-Wideband. ICAART (1) 2021: 38-47 - [c3]Diego Aghi, Simone Cerrato, Vittorio Mazzia, Marcello Chiaberge:
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows. IROS 2021: 3421-3428 - [i14]Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge:
Efficient-CapsNet: Capsule Network with Self-Attention Routing. CoRR abs/2101.12491 (2021) - [i13]Mauro Martini, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge:
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery. CoRR abs/2104.00564 (2021) - [i12]Vittorio Mazzia, Simone Angarano, Francesco Salvetti, Federico Angelini, Marcello Chiaberge:
Action Transformer: A Self-Attention Model for Short-Time Human Action Recognition. CoRR abs/2107.00606 (2021) - [i11]Diego Aghi, Simone Cerrato, Vittorio Mazzia, Marcello Chiaberge:
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows. CoRR abs/2107.00700 (2021) - [i10]Simone Cerrato, Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge:
A Deep Learning Driven Algorithmic Pipeline for Autonomous Navigation in Row-Based Crops. CoRR abs/2112.03816 (2021) - 2020
- [j3]Vittorio Mazzia, Aleem Khaliq, Francesco Salvetti, Marcello Chiaberge:
Real-Time Apple Detection System Using Embedded Systems With Hardware Accelerators: An Edge AI Application. IEEE Access 8: 9102-9114 (2020) - [j2]Francesco Salvetti, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge:
Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks. Remote. Sens. 12(14): 2207 (2020) - [j1]Vittorio Mazzia, Lorenzo Comba, Aleem Khaliq, Marcello Chiaberge, Paolo Gay:
UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture. Sensors 20(9): 2530 (2020) - [i9]Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge:
Improvement in Land Cover and Crop Classification based on Temporal Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural Network (R-CNN). CoRR abs/2004.12880 (2020) - [i8]Vittorio Mazzia, Francesco Salvetti, Aleem Khaliq, Marcello Chiaberge:
Real-Time Apple Detection System Using Embedded Systems With Hardware Accelerators: An Edge AI Application. CoRR abs/2004.13410 (2020) - [i7]Vittorio Mazzia, Lorenzo Comba, Aleem Khaliq, Marcello Chiaberge, Paolo Gay:
UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture. CoRR abs/2004.14421 (2020) - [i6]Diego Aghi, Vittorio Mazzia, Marcello Chiaberge:
Local Motion Planner for Autonomous Navigation in Vineyards with a RGB-D Camera-Based Algorithm and Deep Learning Synergy. CoRR abs/2005.12815 (2020) - [i5]Francesco Salvetti, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge:
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks. CoRR abs/2007.03107 (2020) - [i4]Anna Boschi, Francesco Salvetti, Vittorio Mazzia, Marcello Chiaberge:
A Cost-Effective Person-Following System for Assistive Unmanned Vehicles with Deep Learning at the Edge. CoRR abs/2008.13474 (2020) - [i3]Vittorio Mazzia, Francesco Salvetti, Diego Aghi, Marcello Chiaberge:
DeepWay: a Deep Learning Estimator for Unmanned Ground Vehicle Global Path Planning. CoRR abs/2010.16322 (2020) - [i2]Enrico Sutera, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge:
Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-wideband. CoRR abs/2011.09241 (2020) - [i1]Simone Angarano, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge:
Robust Ultra-wideband Range Error Mitigation with Deep Learning at the Edge. CoRR abs/2011.14684 (2020)
2010 – 2019
- 2019
- [c2]Vittorio Mazzia, Angelo Tartaglia, Marcello Chiaberge, Dario Gandini:
Deep Learning Algorithms for Complex Pattern Recognition in Ultrasonic Sensors Arrays. LOD 2019: 24-35 - 2017
- [c1]Vittorio Mazzia, Fred Daneshgaran, Marina Mondin:
Use of Deep Learning for Automatic Detection of Cracks in Tunnels. IIH-MSP (1) 2017: 91-101
Coauthor Index
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last updated on 2024-10-23 21:26 CEST by the dblp team
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