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Author: Joanna Isabelle Olszewska

Affiliation: School of Engineering and Computing, University of West Scotland and U.K.

Keyword(s): Intelligent Vision Systems, Autonomous Systems, Vision Agents, Agent-oriented Software Engineering, Explainable Artificial Intelligence (XAI), Transparency and Ethical Issues.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Autonomous Systems ; Knowledge-Based Systems ; Privacy, Safety and Security ; Soft Computing ; Symbolic Systems ; Vision and Perception

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.

CC BY-NC-ND 4.0

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Paper citation in several formats:
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; ISSN 2184-433X, SciTePress, pages 850-856. DOI: 10.5220/0007585208500856

@conference{icaart19,
author={Joanna Isabelle 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},
issn={2184-433X},
}

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
IS - 2184-433X
AU - Olszewska, J.
PY - 2019
SP - 850
EP - 856
DO - 10.5220/0007585208500856
PB - SciTePress