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The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • SignStreamNet: Streaming Sign Language Video-to-Text Translation for Accessibility

    Warfa Ahmed · 2025 · Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2025)

    This paper introduces SignStreamNet, a hybrid neural network architecture designed to translate sign language video into written text in near real-time. The system addresses a fundamental accessibility barrier: over 70 million Deaf and Hard-of-Hearing (DHH) people worldwide rely…

    sign language translation · deaf and hard of hearing · real-time translation · deep learning · computer vision

  • Image Recognition Tools for Blind and Visually Impaired Users: An Emphasis on the Design Considerations

    Sandra Fernando, Chiemela Ndukwe, Bal Virdee, Ramzi Djemai · 2025 · ACM Transactions on Accessible Computing

    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 comprehensive review of 21 existing…

    image recognition · computer vision · blind and low vision · assistive technology · AI

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