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ZMOB is a multimicroprocessor system consisting of 256 Z80A microprocessors that communicate via a fast cyclic shift-register bus. This paper discusses the efficient use of ZMOB for various types of image processing operations, including point and local operations, discrete transforms, geometric operations, and computation of image statistics.