Abstract Close-range photogrammetry can be used to reconstruct dense point clouds of an object with very high surface coverage, making it useful for manufacturing metrology tasks such as part inspection and validation. However, compared competing techniques, data processing times slow. In this paper we present a method autonomously remove the background from images within photogrammetric datase...