Literature Reviews

Reviewed research papers, articles, and publications relevant to digital accessibility.

• Understanding How Blind Users Handle Object Recognition Errors: Strategies and Challenges

  Jonggi Hong, Hernisa Kacorri (2024) — ASSETS '24: Proceedings of the 26th International ACM SIGACCESS Conference on Computers and Accessibility

  This paper investigates how blind and low-vision users interact with object recognition systems, specifically focusing on how they identify and handle recognition errors. While object recognition technologies powered by computer vision and machine le…

  • blind users
  • object recognition
  • AI errors
  • computer vision
  • camera-based assistive technology
  • error handling
  • trust
  • machine learning

• Misfitting With AI: How Blind People Verify and Contest AI Errors

  Rahaf Alharbi, Pa Lor, Jaylin Herskovitz, Sarita Schoenebeck, Robin N. Brewer (2024) — ASSETS '24: Proceedings of the 26th International ACM SIGACCESS Conference on Computers and Accessibility

  This paper presents an in-depth qualitative study with 26 blind participants examining how they encounter, verify, and contest errors produced by AI-enabled visual assistance technologies (AI VAT) such as Seeing AI, Be My Eyes, and ChatGPT. While bli…

  • blind users
  • artificial intelligence
  • visual assistance technology
  • explainable AI
  • AI errors
  • verification
  • responsible AI
  • disability studies
  • misfitting