Literature Reviews
Reviewed research papers, articles, and publications relevant to digital accessibility.
6 results found tagged image recognition.
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Creating Accessible Online Floor Plans for Visually Impaired Readers
This paper presents a generic model for converting online graphics—specifically house floor plans—into accessible formats for blind and severely vision-impaired users. The model supports both fully automatic and semi-automatic transcription, allowing…
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Image Recognition Tools for Blind and Visually Impaired Users: An Emphasis on the Design Considerations
This research examines the current landscape of image recognition tools (IRT) designed for blind and visually impaired users, evaluating their capabilities against user needs and ISO ergonomic design standards. The authors conducted both a comprehens…
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Can a Blind Person Understand Your World?
This keynote paper by Chieko Asakawa of IBM Research presents a vision for the next frontier of accessibility for blind people: moving from digital information access to real-world understanding through cognitive computing. Asakawa charts the exponen…
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End-to-End Solution for Accessible Chemical Diagrams
This paper presents a complete pipeline for making chemical diagrams — typically distributed as inaccessible bitmap images — fully accessible on the web. The system takes bitmap images of molecular diagrams as input and produces interactive, explorab…
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Semantic Content Analysis Supporting Web Accessibility Evaluation
This paper addresses a fundamental limitation of automated web accessibility evaluation tools: their inability to assess whether text alternatives actually describe the content they refer to. While tools can detect the presence of an alt attribute on…
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Artificial Intelligence (AI) for Web Accessibility: Is Conformance Evaluation a Way Forward?
This short paper from three W3C/WAI staff members explores the potential and limitations of applying artificial intelligence to improve web accessibility, proposing accessibility conformance evaluation as a strategic pathway to accelerate AI adoption…