Sparse visual model enabling extremely efficient, accurate sensor measurement, synthesis, and analysis via sparse processing and derived optimal sampling strategies. Designed for applications in computer-graphics rendering and visualization, single- and multi-sensor image/video capture, radiance fields, and LiDAR simulation and measurement.