Human-in-the-Loop Machine Learning to Increase Video Accessibility for Visually Impaired and Blind Users

Yuksel, Beste F.; Fazli, Pooyan; Mathur, Umang; Bisht, Vaishali; Kim, Soo Jung; Lee, Joshua Junhee; Jin, Seung Jung; Siu, Yue-Ting; Miele, Joshua A.; Yoon, Ilmi

doi:10.1145/3357236.3395433

Human-in-the-Loop Machine Learning to Increase Video Accessibility for Visually Impaired and Blind Users

Video accessibility is crucial for blind and visually impaired individuals for education, employment, and entertainment purposes. However, professional video descriptions are costly and time-consuming. Volunteer-created video descriptions could be a promising alternative, however, they can vary i…