MARTINI, MAURO
MARTINI, MAURO
Dipartimento di Elettronica e Telecomunicazioni
040321
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
Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation
2024 Angarano, Simone; Martini, Mauro; Navone, Alessandro; 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
Machine Learning for Perception and Autonomous Navigation of Service Mobile Robots
2024 Martini, Mauro
Non-linear Model Predictive Control for Multi-task GPS-free Autonomous Navigation in Vineyards
2024 Sperti, Matteo; Ambrosio, Marco; Martini, Mauro; Navone, Alessandro; Ostuni, Andrea; Chiaberge, Marcello
Physics-Informed Real NVP for Satellite Power System Fault Detection
2024 Cena, Carlo; Albertin, Umberto; Martini, Mauro; Bucci, Silvia; Chiaberge, Marcello
Semi-Supervised Novelty Detection for Precise Ultra-Wideband Error Signal Prediction
2024 Albertin, Umberto; Navone, Alessandro; Martini, Mauro; Chiaberge, Marcello
56. Enhancing navigation benchmarking and perception data generation for row-based crops in simulation
2023 Martini, M.; Eirale, A.; Tuberga, B.; Ambrosio, M.; Ostuni, A.; Messina, F.; Mazzara, L.; Chiaberge, M.
A REPLICABLE OPEN-SOURCE MULTI-CAMERA SYSTEM FOR LOW-COST 4D GLACIER MONITORING
2023 Ioli, F.; Bruno, E.; Calzolari, D.; Galbiati, M.; Mannocchi, A.; Manzoni, P.; Martini, M.; Bianchi, A.; Cina, A.; De Michele, C.; Pinto, L.
Autonomous Navigation in Rows of Trees and High Crops with Deep Semantic Segmentation
2023 Navone, Alessandro; Martini, Mauro; Ostuni, Andrea; Angarano, Simone; 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
Online Learning of Wheel Odometry Correction for Mobile Robots with Attention-based Neural Network
2023 Navone, Alessandro; Martini, Mauro; Angarano, Simone; Chiaberge, Marcello
PIC4rl-gym: a ROS2 Modular Framework for Robots Autonomous Navigation with Deep Reinforcement Learning
2023 Martini, Mauro; Eirale, Andrea; Cerrato, Simone; Chiaberge, Marcello
RL-DWA Omnidirectional Motion Planning for Person Following in Domestic Assistance and Monitoring
2023 Eirale, Andrea; Martini, Mauro; Chiaberge, Marcello
Waypoint Generation in Row-Based Crops with Deep Learning and Contrastive Clustering
2023 Salvetti, Francesco; Angarano, Simone; Martini, Mauro; Cerrato, Simone; 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
| 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 |
| Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation / Angarano, Simone; Martini, Mauro; Navone, Alessandro; Chiaberge, Marcello. - ELETTRONICO. - (2024), pp. 5450-5459. (Intervento presentato al convegno Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops tenutosi a Seattle, WA (USA) nel 17-18 June 2024) [10.1109/CVPRW63382.2024.00554]. | 1-gen-2024 | Simone AngaranoMartini MauroNavone AlessandroChiaberge Marcello | Angarano_Domain_Generalization_for_Crop_Segmentation_with_Standardized_Ensemble_Knowledge_Distillation_CVPRW_2024_paper.pdf; Domain_Generalization_for_Crop_Segmentation_with_Standardized_Ensemble_Knowledge_Distillation.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 |
| Machine Learning for Perception and Autonomous Navigation of Service Mobile Robots / Martini, Mauro. - (2024 Jul 01), pp. 1-293. | 1-lug-2024 | MARTINI, MAURO | conv_phd_thesis_mauro_martini_s290792.pdf; conv_abstract_phd_thesis_martinimauro.pdf |
| Non-linear Model Predictive Control for Multi-task GPS-free Autonomous Navigation in Vineyards / Sperti, Matteo; Ambrosio, Marco; Martini, Mauro; Navone, Alessandro; Ostuni, Andrea; Chiaberge, Marcello. - (2024), pp. 96-101. (Intervento presentato al convegno 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE) tenutosi a Bari (Italia) nel 28 August 2024 - 01 September 2024) [10.1109/CASE59546.2024.10711737]. | 1-gen-2024 | Ambrosio, MarcoMartini, MauroNavone, AlessandroOstuni, AndreaChiaberge, Marcello + | Non-linear_Model_Predictive_Control_for_Multi-task_GPS-free_Autonomous_Navigation_in_Vineyards.pdf; Sperti_NMPC_Vine_CASE_2024 (4).pdf |
| Physics-Informed Real NVP for Satellite Power System Fault Detection / Cena, Carlo; Albertin, Umberto; Martini, Mauro; Bucci, Silvia; Chiaberge, Marcello. - ELETTRONICO. - (2024), pp. 679-684. (Intervento presentato al convegno IEEE International Conference on Advanced Intelligent Mechatronics (AIM) tenutosi a Boston (USA) nel 15-19 July 2024) [10.1109/AIM55361.2024.10636990]. | 1-gen-2024 | Cena, CarloAlbertin, UmbertoMartini, MauroBucci, SilviaChiaberge, Marcello | 2405.17339v1.pdf; Cena-Physics.pdf |
| Semi-Supervised Novelty Detection for Precise Ultra-Wideband Error Signal Prediction / Albertin, Umberto; Navone, Alessandro; Martini, Mauro; Chiaberge, Marcello. - ELETTRONICO. - (2024), pp. 3719-3724. (Intervento presentato al convegno 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE) tenutosi a Bari (Italia) nel 28 August 2024 - 01 September 2024) [10.1109/CASE59546.2024.10711427]. | 1-gen-2024 | Albertin, UmbertoNavone, AlessandroMartini, MauroChiaberge, Marcello | Semi-Supervised_Novelty_Detection_for_Precise_Ultra-Wideband_Error_Signal_Prediction.pdf; CASE_2024___UWB_Novelty_Detection_with_Autoencoders (4).pdf |
| 56. Enhancing navigation benchmarking and perception data generation for row-based crops in simulation / Martini, M.; Eirale, A.; Tuberga, B.; Ambrosio, M.; Ostuni, A.; Messina, F.; Mazzara, L.; Chiaberge, M.. - ELETTRONICO. - (2023), pp. 451-457. (Intervento presentato al convegno 14th European Conference on Precision Agriculture tenutosi a Bologna, Italy nel 2-6 July 2023) [10.3920/978-90-8686-947-3_56]. | 1-gen-2023 | Martini, M.Eirale, A.Tuberga, B.Ambrosio, M.Ostuni, A.Messina, F.Mazzara, L.Chiaberge, M. | 40863_1BBB4F4F-768E-43DC-B8EAD3EC905DBD1A.pdf; Martini-Enhancing navigation.pdf |
| A REPLICABLE OPEN-SOURCE MULTI-CAMERA SYSTEM FOR LOW-COST 4D GLACIER MONITORING / Ioli, F.; Bruno, E.; Calzolari, D.; Galbiati, M.; Mannocchi, A.; Manzoni, P.; Martini, M.; Bianchi, A.; Cina, A.; De Michele, C.; Pinto, L.. - In: INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES. - ISSN 2194-9034. - ELETTRONICO. - XLVIII-M-1-2023:(2023), pp. 137-144. (Intervento presentato al convegno 39th International Symposium on Remote Sensing of Environment (ISRSE-39) tenutosi a Antalya, Türkiye nel 24–28 April 2023) [10.5194/isprs-archives-XLVIII-M-1-2023-137-2023]. | 1-gen-2023 | Martini, M.Cina, A. + | isprs-archives-XLVIII-M-1-2023-137-2023.pdf |
| Autonomous Navigation in Rows of Trees and High Crops with Deep Semantic Segmentation / Navone, Alessandro; Martini, Mauro; Ostuni, Andrea; Angarano, Simone; Chiaberge, Marcello. - ELETTRONICO. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 European Conference on Mobile Robots (ECMR) tenutosi a Coimbra, Portugal nel 04-07 September 2023) [10.1109/ECMR59166.2023.10256334]. | 1-gen-2023 | Navone, AlessandroMartini, MauroOstuni, AndreaAngarano, SimoneChiaberge, Marcello | Autonomous_Navigation_in_Rows_of_Trees_and_High_Crops_with_Deep_Semantic_Segmentation.pdf; Tree_Rows_Segmentation_Guidance___ECMR_2023.pdf |
| 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 |
| Online Learning of Wheel Odometry Correction for Mobile Robots with Attention-based Neural Network / Navone, Alessandro; Martini, Mauro; Angarano, Simone; Chiaberge, Marcello. - ELETTRONICO. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE) tenutosi a Auckland, New Zealand nel 26-30 August 2023) [10.1109/CASE56687.2023.10260407]. | 1-gen-2023 | Navone, AlessandroMartini, MauroAngarano, SimoneChiaberge, Marcello | Online_Learning_of_Wheel_Odometry_Correction_for_Mobile_Robots_with_Attention-based_Neural_Network.pdf; Online_Learning_of_Wheel_Odometry_Correction_of_mobile_robots_with_Attention_based_Neural_Network.pdf |
| PIC4rl-gym: a ROS2 Modular Framework for Robots Autonomous Navigation with Deep Reinforcement Learning / Martini, Mauro; Eirale, Andrea; Cerrato, Simone; Chiaberge, Marcello. - ELETTRONICO. - (2023), pp. 198-202. (Intervento presentato al convegno 2023 3rd International Conference on Computer, Control and Robotics (ICCCR) tenutosi a Shanghai, China nel 24-26 March 2023) [10.1109/ICCCR56747.2023.10193996]. | 1-gen-2023 | Martini, MauroEirale, AndreaCerrato, SimoneChiaberge, Marcello | editorial_version.pdf; PIC4rl_gym (9).pdf |
| RL-DWA Omnidirectional Motion Planning for Person Following in Domestic Assistance and Monitoring / Eirale, Andrea; Martini, Mauro; Chiaberge, Marcello. - ELETTRONICO. - (2023), pp. 86-90. (Intervento presentato al convegno 2023 9th International Conference on Automation, Robotics and Applications (ICARA) tenutosi a Abu Dhabi, United Arab Emirates nel 10-12 February 2023) [10.1109/ICARA56516.2023.10125630]. | 1-gen-2023 | Eirale, AndreaMartini, MauroChiaberge, Marcello | RL-DWA_Omnidirectional_Motion_Planning_for_Person_Following_in_Domestic_Assistance_and_Monitoring.pdf; ICARA_2023_RL-DWA_ACCEPTED.pdf |
| Waypoint Generation in Row-Based Crops with Deep Learning and Contrastive Clustering / Salvetti, Francesco; Angarano, Simone; Martini, Mauro; Cerrato, Simone; Chiaberge, Marcello. - ELETTRONICO. - VI:(2023), pp. 203-218. (Intervento presentato al convegno European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022 tenutosi a Grenoble (France) nel September 19–23, 2022) [10.1007/978-3-031-26422-1_13]. | 1-gen-2023 | Francesco SalvettiSimone AngaranoMauro MartiniSimone CerratoMarcello Chiaberge | Waypoint Generation in Row-Based Crops with Deep Learning and Contrastive Clustering - preprint.pdf; Waypoint Generation in Row-Based Crops with Deep Learning and Contrastive Clustering_post.pdf; Waypoint Generation in Row-Based Crops with Deep Learning and Contrastive Clustering_accepted.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 |