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Digital Enhancement of Cultural Experience and Accessibility for the Visually Impaired

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Auteur
Iakovidis D.K., Diamantis D., Dimas G., Ntakolia C., Spyrou E.
Date
2020
Language
en
DOI
10.1007/978-3-030-16450-8_10
Sujet
Behavioral research
Decision making
Deep learning
Intelligent systems
Architecture designs
Decision-making algorithms
Digital enhancement
Outdoor environment
Speech based user interface
State-of-the-art system
Visual impairment
Visually impaired
User interfaces
Springer Science and Business Media Deutschland GmbH
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Résumé
Visual impairment restricts everyday mobility and limits the accessibility of places, which for the non-visually impaired is taken for granted. A short walk to a close destination, such as a market or a school becomes an everyday challenge. In this chapter, we present a novel solution to this problem that can evolve into an everyday visual aid for people with limited sight or total blindness. The proposed solution is a digital system, wearable like smart-glasses, equipped with cameras. An intelligent system module, incorporating efficient deep learning and uncertainty-aware decision-making algorithms, interprets the video scenes, translates them into speech, and describes them to the user through audio. The user can almost naturally interact with the system via a speech-based user interface, which is also capable of understanding the user’s emotions. The capabilities of this system are investigated in the context of accessibility and guidance to outdoor environments of cultural interest, such as the historic triangle of Athens. A survey of relevant state-of-the-art systems, technologies and services is performed, identifying critical system components that better adapt to the goals of the system, user needs and requirements, toward a user-centered architecture design. © 2020, Springer Nature Switzerland AG.
URI
http://hdl.handle.net/11615/73990
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