BibTeX for a paper by David Kotz at Dartmouth College. For more information about this paper, visit this web page: https://www.cs.dartmouth.edu/~kotz/research/kotz-auracle-patent/index.html @Misc{kotz:auracle-patent, author = {David Kotz and Shengjie Bi}, title = {{System and Method for Detection of Health-Related Behaviors}}, howpublished = {U.S. Patent Application US18/287,428}, year = 2024, month = {June}, day = 20, copyright = {the authors}, URL = {https://www.cs.dartmouth.edu/~kotz/research/kotz-auracle-patent/index.html}, note = {Priority date 2021-05-01; filed 2022-05-02; published 2024-06-20 as US20240203590A1; rejected 2026-03-11; abandoned}, abstract = {A method of detecting health-related behaviors, comprising training a model with video of the mouths of one or more users, capturing video using a camera focused on a user's mouth; processing the video using the model; and outputting one or more health-related behaviors detected in the captured video by the model. A method of training the model includes preprocessing a video captured by a camera focused on a user's mouth by extracting raw video frames and optical flow features; classifying the video frame-by-frame; aggregating video frames in sections based on their classifications; and training the model using the classified and aggregated video frames. A wearable device for capturing video of a user's mouth is also described.}, }