CAPORALI, ALESSIO
CAPORALI, ALESSIO
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Ricercatori a tempo determinato
Robotic perception and manipulation of deformable linear objects: A survey
2026 Caporali, Alessio; Cuiral-Zueco, Ignacio; López-Nicolás, Gonzalo; Palli, Gianluca
Vision and Tactile Sensing for DLO Manipulation and Pin Insertion in Robotic Connector Assembly
2026 Caporali, Alessio; Mirto, Michele; Pirozzi, Salvatore; Palli, Gianluca
GNN Topology Representation Learning for Deformable Multi-Linear Objects Dual-Arm Robotic Manipulation
2025 Caporali, Alessio; Galassi, Kevin; Zanella, Riccardo; Palli, Gianluca
Robotic Manipulation of Deformable Linear Objects via Multiview Model-Based Visual Tracking
2025 Caporali, Alessio; Palli, Gianluca
Towards Automated Connector Assembly: Wire Insertion Combining Tactile and Vision Sensors
2025 Mirto, M.; Caporali, A.; Laudante, G.; Pirozzi, S.; Palli, G.
Approaches for Exploiting Neural Networks for Semi-supervised Myoelectric Control of Robot Hands
2024 Meattini, Roberto; Bernardini, Alessandra; Caporali, Alessio; Palli, Gianluca; Melchiorri, Claudio
Deformable Linear Objects Manipulation with Online Model Parameters Estimation
2024 Caporali, Alessio; Kicki, Piotr; Galassi, Kevin; Zanella, Riccardo; Walas, Krzysztof; Palli, Gianluca
Deformable Objects Perception is Just a Few Clicks Away – Dense Annotations from Sparse Inputs
2024 Caporali, Alessio; Galassi, Kevin; Pantano, Matteo; Palli, Gianluca
DLO Perceiver: Grounding Large Language Model for Deformable Linear Objects Perception
2024 Caporali, Alessio; Galassi, Kevin; Palli, Gianluca
Exploiting Foundation Models for Efficient Labeling of Deformable Linear Objects
2024 Caporali, A.; Galassi, K.; Pantano, M.; Palli, G.
Intuitive Telemanipulation of DLOs Via Vision-Based Shared Control: A Pilot Study
2024 Chiaravalli, Davide; Caporali, Alessio; Friz, Anna; Meattini, Roberto; Palli, Gianluca
Monocular Estimation of Connector Orientation: Combining Deformable Linear Object Priors and Smooth Angle Classification
2024 Caporali A.; Galassi K.; Berselli G.; Palli G.
Scalable Shared Encoding Architecture for Learning-Based Error Detection in Robotic Wiring Harness Assembly
2024 Galassi, Kevin; Caporali, Alessio; Laudante, Gianluca; Palli, Gianluca
A Vision-based Shared Autonomy Framework for Deformable Linear Objects Manipulation
2023 Chiaravalli, D.; Caporali, A.; Friz, A.; Meattini, R.; Palli, G.
A Weakly Supervised Semi-Automatic Image Labeling Approach for Deformable Linear Objects
2023 Caporali, Alessio; Pantano, Matteo; Janisch, Lucas; Regulin, Daniel; Palli, Gianluca; Lee, Dongheui
Copy and Paste Augmentation for Deformable Wiring Harness Bags Segmentation
2023 Zagar, Bl; Caporali, A; Szymko, A; Kicki, P; Walas, K; Palli, G; Knoll, Ac
Deformable Linear Objects 3D Shape Estimation and Tracking From Multiple 2D Views
2023 Caporali, Alessio; Galassi, Kevin; Palli, Gianluca
RT-DLO: Real-Time Deformable Linear Objects Instance Segmentation
2023 Caporali, Alessio; Galassi, Kevin; Zagar, Bare Luka; Zanella, Riccardo; Palli, Gianluca; Knoll, Alois C
Self-Supervised Regression of sEMG Signals Combining Non-Negative Matrix Factorization With Deep Neural Networks for Robot Hand Multiple Grasping Motion Control
2023 Meattini R.; Caporali A.; Bernardini A.; Palli G.; Melchiorri C.
Ariadne+: Deep Learning-Based Augmented Framework for the Instance Segmentation of Wires
2022 Caporali, Alessio; Zanella, Riccardo; De Greogrio, Daniele; Palli, Gianluca