The continuous innovation and development of sensing technologies, image processing techniques, and deep learning frameworks have caught the attention of many researchers, who are developing cutting-edge systems for medical applications. This article talks about the recent usage of camera-based biomedical signal processing and the basic concepts you should understand or reinforce if you are planning to combine engineering hardware and software for the analysis of biosignals.