This volume constitutes the refereed proceedings of the 15th International Workshop on Combinatorial Image Analysis, IWCIA 2012, held in Austin, TX, USA in November 2012. The 23 revised full papers presented were carefully reviewed and selected from numerous submissions. The topics covered include digital geometry, combinatorics in digital spaces, digital curves and surfaces
digital topologyl grammars, transformation, applications
grammars and models in image analysis
picture transformations, morphologic operations, image segmentation
and discrete tomography, applications.