Multi-spectral photometric stereo can recover pixel-wise surface normal from a single RGB image. The difficulty lies in that the intensity in each channel is the tangle of illumination. albedo and camera response; thus. an initial estimate of the normal is required in optimization-based solutions. https://www.klinikasmaulhusna.com/product-category/quickstrikes/