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.