Archivio Istituzionale della RicercaCHIABERGE, MARCELLO
CHIABERGE, MARCELLO
Dipartimento di Elettronica e Telecomunicazioni
002531
GPS-free autonomous navigation in cluttered tree rows with deep semantic segmentation
2025 Navone, Alessandro; Martini, Mauro; Ambrosio, Marco; Ostuni, Andrea; Angarano, Simone; Chiaberge, Marcello
A Deep Learning Driven Algorithmic Pipeline for Autonomous Navigation in Row-Based Crops
2024 Cerrato, Simone; Mazzia, Vittorio; Salvetti, Francesco; Martini, Mauro; Angarano, Simone; Navone, Alessandro; Chiaberge, Marcello
Back-to-Bones: Rediscovering the role of backbones in domain generalization
2024 Angarano, Simone; Martini, Mauro; Salvetti, Francesco; Mazzia, Vittorio; Chiaberge, Marcello
Enhancing visual autonomous navigation in row-based crops with effective synthetic data generation
2024 Martini, Mauro; Ambrosio, Marco; Navone, Alessandro; Tuberga, Brenno; Chiaberge, Marcello
A Real-Time Novelty Recognition Framework Based on Machine Learning for Fault Detection
2023 Albertin, Umberto; Pedone, Giuseppe; Brossa, Matilde; Squillero, Giovanni; Chiaberge, Marcello
Deep Instance Segmentation and Visual Servoing to Play Jenga with a Cost-Effective Robotic System
2023 Marchionna, Luca; Pugliese, Giulio; Martini, Mauro; Angarano, Simone; Salvetti, Francesco; Chiaberge, Marcello
Generative Adversarial Super-Resolution at the edge with knowledge distillation
2023 Angarano, Simone; Salvetti, Francesco; Martini, Mauro; Chiaberge, Marcello
Action Transformer: A Self-Attention Model for Short-Time Pose-Based Human Action Recognition
2022 Mazzia, Vittorio; Angarano, Simone; Salvetti, Francesco; Angelini, Federico; Chiaberge, Marcello
Human-Centered Navigation and Person-Following with Omnidirectional Robot for Indoor Assistance and Monitoring
2022 Eirale, Andrea; Martini, Mauro; Chiaberge, Marcello
Marvin: An Innovative Omni-Directional Robotic Assistant for Domestic Environments
2022 Eirale, Andrea; Martini, Mauro; Tagliavini, Luigi; Gandini, Dario; Chiaberge, Marcello; Quaglia, Giuseppe
DeepWay: A Deep Learning waypoint estimator for global path generation
2021 Mazzia, Vittorio; Salvetti, Francesco; Aghi, Diego; Chiaberge, Marcello
Domain-Adversarial Training of Self-Attention-Based Networks for Land Cover Classification Using Multi-Temporal Sentinel-2 Satellite Imagery
2021 Martini, Mauro; Mazzia, Vittorio; Khaliq, Aleem; Chiaberge, Marcello
Efficient-CapsNet: capsule network with self-attention routing
2021 Mazzia, Vittorio; Salvetti, Francesco; Chiaberge, Marcello
Robust ultra-wideband range error mitigation with deep learning at the edge
2021 Angarano, Simone; Mazzia, Vittorio; Salvetti, Francesco; Fantin, Giovanni; Chiaberge, Marcello
A Cost-Effective Person-Following System for Assistive Unmanned Vehicles with Deep Learning at the Edge
2020 Boschi, Anna; Salvetti, Francesco; Mazzia, Vittorio; Chiaberge, Marcello
Local Motion Planner for Autonomous Navigation in Vineyards with a RGB-D Camera-Based Algorithm and Deep Learning Synergy
2020 Aghi, Diego; Mazzia, Vittorio; Chiaberge, Marcello
Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks
2020 Salvetti, Francesco; Mazzia, Vittorio; Khaliq, Aleem; Chiaberge, Marcello
Real-Time Apple Detection System using Embedded Systems with Hardware Accelerators: an Edge AI Application
2020 Mazzia, Vittorio; Khaliq, Aleem; Salvetti, Francesco; Chiaberge, Marcello
UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture
2020 Mazzia, Vittorio; Comba, Lorenzo; Khaliq, Aleem; Chiaberge, Marcello; Gay, Paolo
Communication-Aware UAV Path Planning
2019 Mardani, Afshin; Chiaberge, Marcello; Giaccone, Paolo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| GPS-free autonomous navigation in cluttered tree rows with deep semantic segmentation / Navone, Alessandro; Martini, Mauro; Ambrosio, Marco; Ostuni, Andrea; Angarano, Simone; Chiaberge, Marcello. - In: ROBOTICS AND AUTONOMOUS SYSTEMS. - ISSN 0921-8890. - ELETTRONICO. - 183:(2025). [10.1016/j.robot.2024.104854] | 1-gen-2025 | Navone, AlessandroMartini, MauroAmbrosio, MarcoOstuni, AndreaAngarano, SimoneChiaberge, Marcello | 1-s2.0-S0921889024002380-main.pdf |
| A Deep Learning Driven Algorithmic Pipeline for Autonomous Navigation in Row-Based Crops / Cerrato, Simone; Mazzia, Vittorio; Salvetti, Francesco; Martini, Mauro; Angarano, Simone; Navone, Alessandro; Chiaberge, Marcello. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 138306-138318. [10.1109/access.2024.3465873] | 1-gen-2024 | Cerrato, SimoneMazzia, VittorioSalvetti, FrancescoMartini, MauroAngarano, SimoneNavone, AlessandroChiaberge, Marcello | A_Deep_Learning_Driven_Algorithmic_Pipeline_for_Autonomous_Navigation_in_Row-Based_Crops.pdf |
| Back-to-Bones: Rediscovering the role of backbones in domain generalization / Angarano, Simone; Martini, Mauro; Salvetti, Francesco; Mazzia, Vittorio; Chiaberge, Marcello. - In: PATTERN RECOGNITION. - ISSN 0031-3203. - 156:(2024), pp. 1-16. [10.1016/j.patcog.2024.110762] | 1-gen-2024 | Angarano, SimoneMartini, MauroSalvetti, FrancescoMazzia, VittorioChiaberge, Marcello | b2b_new.pdf |
| Enhancing visual autonomous navigation in row-based crops with effective synthetic data generation / Martini, Mauro; Ambrosio, Marco; Navone, Alessandro; Tuberga, Brenno; Chiaberge, Marcello. - In: PRECISION AGRICULTURE. - ISSN 1385-2256. - ELETTRONICO. - (2024), pp. 1-22. [10.1007/s11119-024-10157-6] | 1-gen-2024 | Martini, MauroAmbrosio, MarcoNavone, AlessandroTuberga, BrennoChiaberge, Marcello | s11119-024-10157-6 (1).pdf |
| A Real-Time Novelty Recognition Framework Based on Machine Learning for Fault Detection / Albertin, Umberto; Pedone, Giuseppe; Brossa, Matilde; Squillero, Giovanni; Chiaberge, Marcello. - In: ALGORITHMS. - ISSN 1999-4893. - STAMPA. - 16:61(2023), pp. 1-26. [10.3390/a16020061] | 1-gen-2023 | Albertin, UmbertoPedone, GiuseppeBrossa, MatildeSquillero, GiovanniChiaberge, Marcello | - |
| Deep Instance Segmentation and Visual Servoing to Play Jenga with a Cost-Effective Robotic System / Marchionna, Luca; Pugliese, Giulio; Martini, Mauro; Angarano, Simone; Salvetti, Francesco; Chiaberge, Marcello. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 32:2(2023). [10.3390/s23020752] | 1-gen-2023 | Mauro MartiniSimone AngaranoFrancesco SalvettiMarcello Chiaberge + | sensors-23-00752.pdf |
| Generative Adversarial Super-Resolution at the edge with knowledge distillation / Angarano, Simone; Salvetti, Francesco; Martini, Mauro; Chiaberge, Marcello. - In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. - ISSN 0952-1976. - STAMPA. - 123 B:(2023). [10.1016/j.engappai.2023.106407] | 1-gen-2023 | Simone AngaranoFrancesco SalvettiMauro MartiniMarcello Chiaberge | 2209.03355.pdf; SISR_at_the_edge_for_remote_robot_control (1) (1).pdf; 1-s2.0-S0952197623005912-main.pdf |
| Action Transformer: A Self-Attention Model for Short-Time Pose-Based Human Action Recognition / Mazzia, Vittorio; Angarano, Simone; Salvetti, Francesco; Angelini, Federico; Chiaberge, Marcello. - In: PATTERN RECOGNITION. - ISSN 0031-3203. - ELETTRONICO. - 124:(2022), p. 108487. [10.1016/j.patcog.2021.108487] | 1-gen-2022 | Mazzia, VittorioAngarano, SimoneSalvetti, FrancescoChiaberge, Marcello + | AcT___Pattern_Recognition.pdf; 1-s2.0-S0031320321006634-main.pdf |
| Human-Centered Navigation and Person-Following with Omnidirectional Robot for Indoor Assistance and Monitoring / Eirale, Andrea; Martini, Mauro; Chiaberge, Marcello. - In: ROBOTICS. - ISSN 2218-6581. - 11:5(2022), pp. 108-124. [10.3390/robotics11050108] | 1-gen-2022 | Eirale, AndreaMartini, MauroChiaberge, Marcello | Eirale-Human.pdf |
| Marvin: An Innovative Omni-Directional Robotic Assistant for Domestic Environments / Eirale, Andrea; Martini, Mauro; Tagliavini, Luigi; Gandini, Dario; Chiaberge, Marcello; Quaglia, Giuseppe. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 22:14(2022), pp. 5261-5282. [10.3390/s22145261] | 1-gen-2022 | Eirale, AndreaMartini, MauroTagliavini, LuigiGandini, DarioChiaberge, MarcelloQuaglia, Giuseppe | sensors-22-05261.pdf |
| DeepWay: A Deep Learning waypoint estimator for global path generation / Mazzia, Vittorio; Salvetti, Francesco; Aghi, Diego; Chiaberge, Marcello. - In: COMPUTERS AND ELECTRONICS IN AGRICULTURE. - ISSN 0168-1699. - ELETTRONICO. - 184:(2021), p. 106091. [10.1016/j.compag.2021.106091] | 1-gen-2021 | Mazzia, VittorioSalvetti, FrancescoChiaberge, Marcello + | 1-s2.0-S0168169921001095-main.pdf; 2010.16322.pdf |
| Domain-Adversarial Training of Self-Attention-Based Networks for Land Cover Classification Using Multi-Temporal Sentinel-2 Satellite Imagery / Martini, Mauro; Mazzia, Vittorio; Khaliq, Aleem; Chiaberge, Marcello. - In: REMOTE SENSING. - ISSN 2072-4292. - ELETTRONICO. - 13:13(2021), p. 2564. [10.3390/rs13132564] | 1-gen-2021 | Martini, MauroMazzia, VittorioChiaberge, Marcello + | Mazzia-Domain.pdf |
| Efficient-CapsNet: capsule network with self-attention routing / Mazzia, Vittorio; Salvetti, Francesco; Chiaberge, Marcello. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - ELETTRONICO. - 11:1(2021). [10.1038/s41598-021-93977-0] | 1-gen-2021 | Mazzia, VittorioSalvetti, FrancescoChiaberge, Marcello | s41598-021-93977-0.pdf |
| Robust ultra-wideband range error mitigation with deep learning at the edge / Angarano, Simone; Mazzia, Vittorio; Salvetti, Francesco; Fantin, Giovanni; Chiaberge, Marcello. - In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. - ISSN 0952-1976. - ELETTRONICO. - 102:(2021), pp. 104278-104286. [10.1016/j.engappai.2021.104278] | 1-gen-2021 | Simone AngaranoVittorio MazziaFrancesco SalvettiGiovanni FantinMarcello Chiaberge | 1-s2.0-S0952197621001251-main.pdf; 2011.14684.pdf |
| A Cost-Effective Person-Following System for Assistive Unmanned Vehicles with Deep Learning at the Edge / Boschi, Anna; Salvetti, Francesco; Mazzia, Vittorio; Chiaberge, Marcello. - In: MACHINES. - ISSN 2075-1702. - ELETTRONICO. - 8:3(2020), pp. 49-67. [10.3390/machines8030049] | 1-gen-2020 | Anna BoschiFrancesco SalvettiVittorio MazziaMarcello Chiaberge | jnl_2020_machines_personfollowing.pdf |
| Local Motion Planner for Autonomous Navigation in Vineyards with a RGB-D Camera-Based Algorithm and Deep Learning Synergy / Aghi, Diego; Mazzia, Vittorio; Chiaberge, Marcello. - In: MACHINES. - ISSN 2075-1702. - ELETTRONICO. - 8:2(2020), p. 27. [10.3390/machines8020027] | 1-gen-2020 | Aghi, DiegoMazzia, VittorioChiaberge, Marcello | article.pdf |
| Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks / Salvetti, Francesco; Mazzia, Vittorio; Khaliq, Aleem; Chiaberge, Marcello. - In: REMOTE SENSING. - ISSN 2072-4292. - ELETTRONICO. - 12:14(2020), p. 2207. [10.3390/rs12142207] | 1-gen-2020 | Salvetti, FrancescoMazzia, VittorioChiaberge, Marcello + | jnl_2020_remotesensing_rams.pdf |
| Real-Time Apple Detection System using Embedded Systems with Hardware Accelerators: an Edge AI Application / Mazzia, Vittorio; Khaliq, Aleem; Salvetti, Francesco; Chiaberge, Marcello. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 8:(2020), pp. 9102-9114. [10.1109/ACCESS.2020.2964608] | 1-gen-2020 | Mazzia, VittorioKhaliq, AleemSALVETTI, FRANCESCOChiaberge, Marcello | edge_AI_apple.pdf |
| UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture / Mazzia, Vittorio; Comba, Lorenzo; Khaliq, Aleem; Chiaberge, Marcello; Gay, Paolo. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 20:9(2020), p. 2530. [10.3390/s20092530] | 1-gen-2020 | Mazzia, VittorioKhaliq, AleemChiaberge, Marcello + | sensors-20-02530.pdf |
| Communication-Aware UAV Path Planning / Mardani, Afshin; Chiaberge, Marcello; Giaccone, Paolo. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 7:(2019), pp. 52609-52621. [10.1109/ACCESS.2019.2911018] | 1-gen-2019 | Afshin MardaniMarcello ChiabergePaolo Giaccone | ieee-access-afshin.pdf |