Vittorio Mazzia

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 33

Top Topics

Remotely Sensed

Autonomous Navigation

Top Venues

Pattern Recognit.

Publications

Simone Angarano, Mauro Martini, Francesco Salvetti, Vittorio Mazzia, Marcello Chiaberge
Back-to-Bones: Rediscovering the role of backbones in domain generalization. Pattern Recognit. 156 (2024)
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 (2024)
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)
Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi
A Survey on Knowledge Editing of Neural Networks. CoRR (2023)
Simone Angarano, Mauro Martini, Francesco Salvetti, Vittorio Mazzia, Marcello Chiaberge
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization. CoRR (2022)
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)
Simone Angarano, Francesco Salvetti, Vittorio Mazzia, Giovanni Fantin, Dario Gandini, Marcello Chiaberge
Ultra-low-power Range Error Mitigation for Ultra-wideband Precise Localization. CoRR (2022)
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 (2022)
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 (2021)
Diego Aghi, Simone Cerrato, Vittorio Mazzia, Marcello Chiaberge
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows. CoRR (2021)
Diego Aghi, Simone Cerrato, Vittorio Mazzia, Marcello Chiaberge
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows. IROS (2021)
Vittorio Mazzia, Francesco Salvetti, Diego Aghi, Marcello Chiaberge
DeepWay: A Deep Learning waypoint estimator for global path generation. Comput. Electron. Agric. 184 (2021)
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)
Simone Cerrato, Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge
A Deep Learning Driven Algorithmic Pipeline for Autonomous Navigation in Row-Based Crops. CoRR (2021)
Simone Cerrato, Diego Aghi, Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge
An Adaptive Row Crops Path Generator with Deep Learning Synergy. ACIRS (2021)
Vittorio Mazzia, Simone Angarano, Francesco Salvetti, Federico Angelini, Marcello Chiaberge
Action Transformer: A Self-Attention Model for Short-Time Human Action Recognition. CoRR (2021)
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 (2021)
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) (2021)
Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge
Efficient-CapsNet: Capsule Network with Self-Attention Routing. CoRR (2021)
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 (2020)
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 (2020)
Francesco Salvetti, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks. CoRR (2020)
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 (2020)
Vittorio Mazzia, Francesco Salvetti, Diego Aghi, Marcello Chiaberge
DeepWay: a Deep Learning Estimator for Unmanned Ground Vehicle Global Path Planning. CoRR (2020)
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) (2020)
Vittorio Mazzia, Francesco Salvetti, Aleem Khaliq, Marcello Chiaberge
Real-Time Apple Detection System Using Embedded Systems With Hardware Accelerators: An Edge AI Application. CoRR (2020)
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) (2020)
Simone Angarano, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge
Robust Ultra-wideband Range Error Mitigation with Deep Learning at the Edge. CoRR (2020)
Enrico Sutera, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge
Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-wideband. CoRR (2020)
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 (2020)
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 (2020)
Vittorio Mazzia, Angelo Tartaglia, Marcello Chiaberge, Dario Gandini
Deep Learning Algorithms for Complex Pattern Recognition in Ultrasonic Sensors Arrays. LOD (2019)
Vittorio Mazzia, Fred Daneshgaran, Marina Mondin
Use of Deep Learning for Automatic Detection of Cracks in Tunnels. IIH-MSP (1) (2017)