3 papers
cs.CV2024
Influence of Depth Camera Noise Models on Respiration Estimation
Maurice Rohr, Sebastian Dill
Depth cameras are an interesting modality for capturing vital signs such as respiratory rate. Plenty approaches exist to extract vital signs in a controlled setting, but in order t…
cs.CV2023
mnmDTW: An extension to Dynamic Time Warping for Camera-based Movement Error Localization
Sebastian Dill, Maurice Rohr
In this proof of concept, we use Computer Vision (CV) methods to extract pose information out of exercise videos. We then employ a modified version of Dynamic Time Warping (DTW) to…
cs.CV2023
Automatic Generation of Labeled Data for Video-Based Human Pose Analysis via NLP applied to YouTube Subtitles
Sebastian Dill, Susi Zhihan, Maurice Rohr +2
With recent advancements in computer vision as well as machine learning (ML), video-based at-home exercise evaluation systems have become a popular topic of current research. Howev…