Literature Reviews

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

• Blind Users Accessing Their Training Images in Teachable Object Recognizers

  Jonggi Hong, Jaina Gandhi, Ernest Essuah Mensah, Farnaz Zamiri Azar, Kyungjun Lee, Hernisa Kacorri (2022) — Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '22)

  This paper introduces MYCam, an open-source iOS testbed application designed to help blind users build and improve personalized object recognizers. While teachable object recognizers allow users to train custom models by taking photos of objects they…

  • teachable AI
  • object recognition
  • blind users
  • machine learning
  • camera interaction
  • data quality
  • mobile accessibility

• Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision

  Cecily Morrison, Martin Grayson, Rita Faia Marques, Daniela Massiceti, Camilla Longden, Linda Wen, Edward Cutrell (2023) — Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

  This paper from Microsoft Research presents Find My Things, one of the first fully realized end-to-end teachable AI applications for accessibility. The app allows people who are blind or low vision to teach their phone to recognize personal objects —…

  • teachable AI
  • object recognition
  • blind and low vision
  • personalization
  • few-shot learning
  • computer vision
  • mobile accessibility
  • participatory design