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Luca Crupi

3 accepted papers

2024

High-throughput Visual Nano-drone to Nano-drone Relative Localization using Onboard Fully Convolutional Networks

ICRA 2024poster

Relative drone-to-drone localization is a fundamental building block for any swarm operations. We address this task in the context of miniaturized nano-drones, i.e., ∼10cm in diameter, which show an ever-growing interest due to novel use cases enabled by their reduced form factor. The price for thei…

Cited by 5SourceScholar
2024

Self-Supervised Learning of Visual Robot Localization Using LED State Prediction as a Pretext Task

RA-L 2024

We propose a novel self-supervised approach for learning to visually localize robots equipped with controllable LEDs. We rely on a few training samples labeled with position ground truth and many training samples in which only the LED state is known, whose collection is cheap. We show that using LED

Cited by 4SourcecodeScholar
2023

Sim-to-Real Vision-Depth Fusion CNNs for Robust Pose Estimation Aboard Autonomous Nano-quadcopters

IROS 2023poster

Nano-quadcopters are versatile platforms attracting the interest of both academia and industry. Their tiny form factor, i.e., ~ 10 cm diameter, makes them particularly useful in narrow scenarios and harmless in human proximity. However, these advantages come at the price of ultra-constrained onboard…

Cited by 6SourceScholar