Designing Transparent and Autonomous Intelligent Vision Systems

Joanna Olszewska

2019

Abstract

To process vast amounts of visual data such as images, videos, etc. in an automatic and computationally efficient way, intelligent vision systems have been developed over the last three decades. However, with the increasing development of complex technologies like companion robots which require advanced machine vision capabilities and, on the other hand, the growing attention to data security and privacy, the design of intelligent vision systems faces new challenges such as autonomy and transparency. Hence, in this paper, we propose to define the main requirements for the new generation of intelligent vision systems (IVS) we demonstrated in a prototype.

Paper Citation

in Harvard Style

Olszewska J. (2019). Designing Transparent and Autonomous Intelligent Vision Systems.In Proceedings of the 11th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-350-6, pages 850-856. DOI: 10.5220/0007585208500856

in Bibtex Style

@conference{icaart19,
author={Joanna Olszewska},
title={Designing Transparent and Autonomous Intelligent Vision Systems},
booktitle={Proceedings of the 11th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2019},
pages={850-856},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007585208500856},
isbn={978-989-758-350-6},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - Designing Transparent and Autonomous Intelligent Vision Systems
SN - 978-989-758-350-6
AU - Olszewska J.
PY - 2019
SP - 850
EP - 856
DO - 10.5220/0007585208500856