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Vinothini Selvaraju
Camera based vital signs estimation
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55462be1
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55462be1
authored
Jan 26, 2022
by
Vinothini Selvaraju
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1.
Load the data
2.
Averaging of the all the channels
% Preprocessing
3.
Detrending filter
4.
Bandpass filter [0.75 2 Hz]
5.
Sliding window technique
% HR estimation
6.
Check ground truth file and camera filename same!
7.
Frequency domain - peak frequency for each window
8.
Ground truth HR utilizing STAPE
% Perofrmance metrics
9.
Calculate mean absolute error, root mean square error to evaluate the performance
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