Fig. 2: Example of ROI Generation algorithms.
From: The role of face regions in remote photoplethysmography for contactless heart rate monitoring

a Using whole (holistic) face, separate facial patches (regions), and superpixel techniques (segmentation of the image into smaller, meaningful regions based on pixel similarity). Later, (b) single, multiple or set of combinations of sub-ROIs can be used.