Designing transparent and autonomous intelligent vision systems

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    46 Citations (Scopus)
    236 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
    Country/TerritoryCzech Republic
    CityPrague
    Period19/02/1921/02/19
    Internet address

    Keywords

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

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