This video from 2013 references to possible methods: imperceptible changes in skin color and imperceptible movement of the head. https://youtu.be/EhZXDgG9oSk
The other comments provided the academic sources, but the Cardiio app on my iPhone accurately takes my heart rate from my face with the selfie camera and that was released in 2012 I think.