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Matouš Vrba

4 accepted papers

2024

Bio-inspired visual relative localization for large swarms of UAVs

ICRA 2024poster

We propose a new approach to visual perception for relative localization of agents within large-scale swarms of Unmanned Aerial Vehicles (UAVs). Inspired by biological perception utilized by schools of sardines, swarms of bees, and other large groups of animals capable of moving in a decentralized y…

Cited by 2SourceScholar
2024

Drones Guiding Drones: Cooperative Navigation of a Less-Equipped Micro Aerial Vehicle in Cluttered Environments

IROS 2024poster

Reliable deployment of Unmanned Aerial Vehicles (UAVs) in cluttered unknown environments requires accurate sensors for Global Navigation Satellite System (GNSS)-denied localization and obstacle avoidance. Such a requirement limits the usage of cheap and micro-scale vehicles with constrained payload…

Cited by 4SourceScholar
2021

A Multi-UAV System for Detection and Elimination of Multiple Targets

ICRA 2021poster

The problem of safe interception of multiple intruder UAVs by a team of cooperating autonomous aerial vehicles is addressed in this paper. The presented work is motivated by the Mohamed Bin Zayed International Robotics Challenge (MBZIRC) 2020 where this task was simplified to an interaction with a s…

Cited by 22SourceScholar
2020

On training datasets for machine learning-based visual relative localization of micro-scale UAVs

ICRA 2020poster

By leveraging our relative Micro-scale Unmanned Aerial Vehicle localization sensor UVDAR, we generated an automatically annotated dataset MIDGARD, which the community is invited to use for training and testing their machine learning systems for the detection and localization of Microscale Unmanned A…

Cited by 64SourceScholar