A friend implemented a basic heart rate monitor using just video for a class project like 10-15 years ago. Just literally diffing pixel values per frame works, nothing more complicated than that.

https://pmc.ncbi.nlm.nih.gov/articles/PMC5957265/

https://dl.acm.org/doi/10.1145/2185520.2185561