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This is the accepted version of the paper. This version of the publication may differ from the final published version. Permanent repository link: http://openaccess.city.ac.uk/4401/ Link to published version: http://dx. Abstract The detection of image features is an essential component of medical image processing, and has wideranging applications including adaptive filtering, segmentation, and registration. In this paper, we present an information-theoretic approach to feature detection indoi:10.1109/iembs.2006.4397988 fatcat:vhetlwbtjnearbwodamnadbx2y