Designing transparent and autonomous intelligent vision systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
122 Downloads (Pure)

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.
Original languageEnglish
Title of host publicationProceedings of the 11th International Conference on Agents and Artificial Intelligence
Place of PublicationPrague
PublisherSciTePress
Pages850-856
Number of pages7
Volume2
ISBN (Electronic)9789897583506
DOIs
Publication statusPublished - 21 Feb 2019
Event11th International Conference on Agents and Artificial Intelligence - Prague , Czech Republic
Duration: 19 Feb 201921 Feb 2019
http://www.icaart.org/

Conference

Conference11th International Conference on Agents and Artificial Intelligence
Abbreviated titleICAART 2019
CountryCzech Republic
CityPrague
Period19/02/1921/02/19
Internet address

Fingerprint

Data privacy
Security of data
Transparency
Computer vision
Robots

Keywords

  • Intelligent vision systems
  • Autonomous systems
  • Vision agents
  • Agent-oriented software engineering
  • Explainable Artificial Intelligence (XAI)
  • Transparency and ethical issues

Cite this

Olszewska, J. I. (2019). Designing transparent and autonomous intelligent vision systems. In Proceedings of the 11th International Conference on Agents and Artificial Intelligence (Vol. 2, pp. 850-856). Prague: SciTePress. https://doi.org/10.5220/0007585208500856
Olszewska, Joanna Isabelle. / Designing transparent and autonomous intelligent vision systems. Proceedings of the 11th International Conference on Agents and Artificial Intelligence. Vol. 2 Prague : SciTePress, 2019. pp. 850-856
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Olszewska, JI 2019, Designing transparent and autonomous intelligent vision systems. in Proceedings of the 11th International Conference on Agents and Artificial Intelligence. vol. 2, SciTePress, Prague, pp. 850-856, 11th International Conference on Agents and Artificial Intelligence, Prague , Czech Republic, 19/02/19. https://doi.org/10.5220/0007585208500856

Designing transparent and autonomous intelligent vision systems. / Olszewska, Joanna Isabelle.

Proceedings of the 11th International Conference on Agents and Artificial Intelligence. Vol. 2 Prague : SciTePress, 2019. p. 850-856.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Olszewska JI. Designing transparent and autonomous intelligent vision systems. In Proceedings of the 11th International Conference on Agents and Artificial Intelligence. Vol. 2. Prague: SciTePress. 2019. p. 850-856 https://doi.org/10.5220/0007585208500856