The various embodiments provide methods and apparatus high-throughput reading and decoding of information-encoding features (especially identification features) on pharmaceutical compositions for the purpose of e.g. counterfeiting detection and inventory tracking/tracing. A preferred embodiment provides high-throughput imaging of regular arrays of pharmaceutical tablets with a scanning electron microscope. Another preferred embodiment provides video-rate scanning probe imaging of pharmaceutical compositions and especially atomic force microscopy imaging thereof.