Jonas Le Fevre

1paper

1 Paper

ROMay 26, 2021
On the Advantages of Multiple Stereo Vision Camera Designs for Autonomous Drone Navigation

Rui Pimentel de Figueiredo, Jakob Grimm Hansen, Jonas Le Fevre et al.

In this work we showcase the design and assessment of the performance of a multi-camera UAV, when coupled with state-of-the-art planning and mapping algorithms for autonomous navigation. The system leverages state-of-the-art receding horizon exploration techniques for Next-Best-View (NBV) planning with 3D and semantic information, provided by a reconfigurable multi stereo camera system. We employ our approaches in an autonomous drone-based inspection task and evaluate them in an autonomous exploration and mapping scenario. We discuss the advantages and limitations of using multi stereo camera flying systems, and the trade-off between number of cameras and mapping performance.