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ubicomplab / rPPG-Toolbox

rPPG-Toolbox: Deep Remote PPG Toolbox (NeurIPS 2023)
https://arxiv.org/abs/2210.00716
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palmvein #234

Closed peizhengfu closed 8 months ago

peizhengfu commented 8 months ago

Hello, I want to use this toolbox to extract rppg from palm veins. Is it feasible?

yahskapar commented 8 months ago

Hi @peizhengfu,

It should be feasible to explore. I'd recommend seeing if you can extract a signal using an unsupervised method like POS first, then moving on to neural methods and either trying a pre-trained model to see if it can get any reasonable signal (unlikely) or trying to train, or fine-tune, a model on data that has palm veins captured.

You should definitely take a look at this full body cardiovascular sensing paper which has a multi-site physiological monitoring (MSPM) dataset associated with it. I haven't read this other paper here that cited the aforementioned paper yet, but it also looks interesting and appears to include measurement of the palm in addition to a novel measurement of the foot sole.

Since there appears to be a fair amount of questions regarding non-face sites for rPPG, we will try to add dataset support for MSPM or other similar datasets in the near future.

peizhengfu commented 8 months ago

Thank you very much for your feedback and suggestions