Pakėnaitė, Karolina and Nedelev, Petar and Kamperou, Eirini and Proulx, Michael J. and Hall, Peter M. (2022) Communicating Photograph Content Through Tactile Images to People With Visual Impairments. Frontiers in Computer Science, 3. ISSN 2624-9898
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Abstract
Millions of people with a visual impairment across the world are denied access to visual images. They are unable to enjoy the simple pleasures of viewing family photographs, those in textbooks or tourist brochures and the pictorial embellishment of news stories etc. We propose a simple, inexpensive but effective approach, to make content accessible via touch. We use state-of-the-art algorithms to automatically process an input photograph into a collage of icons, that depict the most important semantic aspects of a scene. This collage is then printed onto swell paper. Our experiments show that people can recognise content with an accuracy exceeding 70% and create plausible narratives to explain it. This means that people can understand image content via touch. Communicating scene foreground is a step forward, but there are many other steps needed to provide the visually impaired with the fullest possible access to visual content.
Item Type: | Article |
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Subjects: | Opene Prints > Computer Science |
Depositing User: | Managing Editor |
Date Deposited: | 13 Jan 2023 09:12 |
Last Modified: | 01 Aug 2024 06:55 |
URI: | http://geographical.go2journals.com/id/eprint/715 |