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Detecting pulse from head motions in video #302

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joachimpoutaraud opened this issue Sep 29, 2023 · 0 comments
Open

Detecting pulse from head motions in video #302

joachimpoutaraud opened this issue Sep 29, 2023 · 0 comments
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enhancement New feature or request video

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@joachimpoutaraud
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joachimpoutaraud commented Sep 29, 2023

I found an interesting repository focusing on finding a way to detect pulse rate from head motions in video. The idea is to extract heart rate and beat lengths from videos by measuring subtle head motion caused by the Newtonian reaction to the influx of blood at each beat. The method tracks features on the head and performs principal component analysis (PCA) to decompose their trajectories into a set of component motions. It then chooses the component that best corresponds to heartbeats based on its temporal frequency spectrum. Finally, it analyze the motion projected to this component and identify peaks of the trajectories, which should correspond to heartbeats.

This might be a cool project to integrate to the toolbox in the future!

Repository: https://github.com/irfan798/head-pulse-track

@joachimpoutaraud joachimpoutaraud added enhancement New feature or request video labels Sep 29, 2023
@joachimpoutaraud joachimpoutaraud self-assigned this Sep 29, 2023
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