Real-Time Embedded Computer Vision on UAVs: - UAVision2020 Workshop Summary
Abstract
In this paper we present an overview of the contributed work presented at the UAVision2020 (International workshop on Computer Vision for UAVs) ECCV workshop. Note that during ECCV2020 this workshop was merged with the VisDrone2020 workshop. This paper only summarizes the results of the regular paper track and the ERTI challenge. The workshop focused on real-time image processing on-board of Unmanned Aerial Vehicles (UAVs). For such applications the computational complexity of state-of-the-art computer vision algorithms often conflicts with the need for real-time operation and the extreme resource limitations of the hardware. Apart from a summary of the accepted workshop papers and an overview of the challenge, this work also aims to identify common challenges and concerns which were addressed by multiple authors during the workshop, and their proposed solutions.
Cite
Text
Van Beeck et al. "Real-Time Embedded Computer Vision on UAVs: - UAVision2020 Workshop Summary." European Conference on Computer Vision Workshops, 2020. doi:10.1007/978-3-030-66823-5_40Markdown
[Van Beeck et al. "Real-Time Embedded Computer Vision on UAVs: - UAVision2020 Workshop Summary." European Conference on Computer Vision Workshops, 2020.](https://mlanthology.org/eccvw/2020/beeck2020eccvw-realtime/) doi:10.1007/978-3-030-66823-5_40BibTeX
@inproceedings{beeck2020eccvw-realtime,
title = {{Real-Time Embedded Computer Vision on UAVs: - UAVision2020 Workshop Summary}},
author = {Van Beeck, Kristof and Ophoff, Tanguy and Vandersteegen, Maarten and Tuytelaars, Tinne and Scaramuzza, Davide and Goedemé, Toon},
booktitle = {European Conference on Computer Vision Workshops},
year = {2020},
pages = {665-674},
doi = {10.1007/978-3-030-66823-5_40},
url = {https://mlanthology.org/eccvw/2020/beeck2020eccvw-realtime/}
}