Creating a virtual slide map from sputum smear images for region-of-interest localisation in automated microscopy

► Regions-of-interest are found in sputum smear slides. ► Geometric hashing is used to localise a query image on a virtual slide map. ► The method may be used in automated microscopy for tuberculosis detection.