J
Joshua Junhee Lee
Researcher at University of Washington
Publications - 2
Citations - 39
Joshua Junhee Lee is an academic researcher from University of Washington. The author has an hindex of 2, co-authored 2 publications receiving 17 citations.
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Proceedings ArticleDOI
Human-in-the-Loop Machine Learning to Increase Video Accessibility for Visually Impaired and Blind Users
Beste F. Yuksel,Pooyan Fazli,Umang Mathur,Vaishali Bisht,Soo Jung Kim,Joshua Junhee Lee,Seung Jung Jin,Yue-Ting Siu,Joshua A. Miele,Ilmi Yoon +9 more
TL;DR: The HILML approach facilitates human-machine collaboration to produce high quality video descriptions while keeping a low barrier to entry for volunteer describers and was significantly faster and easier to use for first-time video describers compared to a human-only control condition with no machine learning assistance.
Proceedings ArticleDOI
Increasing Video Accessibility for Visually Impaired Users with Human-in-the-Loop Machine Learning
Beste F. Yuksel,Soo Jung Kim,Seung Jung Jin,Joshua Junhee Lee,Pooyan Fazli,Umang Mathur,Vaishali Bisht,Ilmi Yoon,Yue-Ting Siu,Joshua A. Miele +9 more
TL;DR: A Human-in-the-Loop Machine Learning (HILML) approach to video description is developed by automating video text generation and scene segmentation while allowing humans to edit the output.