Concepedia

Alessio Caporali

AC

10

Publications

282

Citations

10

H-Index

2020

Active since

Affiliations

University of Bologna(Current)

Technical University of Munich

Alessio Caporali is an author at University of Bologna specializing in engineering, machine vision, and computer vision.

Top concepts

EngineeringMachine VisionComputer VisionImage AnalysisDeep LearningComputer ScienceObject DetectionComputational GeometryRoboticsRobot Learning

Publications per year

2020–2024

10

Publications

10

FASTDLO: Fast Deformable Linear Objects Instance Segmentation

Alessio Caporali, Kevin Galassi, Riccardo Zanella et al. · IEEE Robotics and Automation Letters · 2022 · 47 citations · Full text

Scene Analysis, Engineering, Accurate Segmentation +20

Auto-generated Wires Dataset for Semantic Segmentation with Domain-Independence

Riccardo Zanella, Alessio Caporali, Kalyan Tadaka et al. · 2021 · 42 citations · Full text

Scene Analysis, Engineering, Machine Learning +19

Ariadne+: Deep Learning--Based Augmented Framework for the Instance Segmentation of Wires

Alessio Caporali, Riccardo Zanella, Daniele De Greogrio et al. · IEEE Transactions on Industrial Informatics · 2022 · 41 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +21

Augmented reality and serious game to engage the alpha generation in urban cultural heritage

Irene Capecchi, Iacopo Bernetti, Tommaso Borghini et al. · Journal of Cultural Heritage · 2024 · 34 citations

Urban Design, Alpha Generation, Engineering +12

Deformable Linear Objects Manipulation With Online Model Parameters Estimation

Alessio Caporali, Piotr Kicki, Kevin Galassi et al. · IEEE Robotics and Automation Letters · 2024 · 29 citations · Full text

Robot Kinematics, Robotic Systems, Engineering +24

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