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In this book we present a method for Offline Verification of signatures using a set of simple shape based geometric features. The features used for offline verification are Height, Width, Aspect Ratio, Normalized Area, Baseline Slant Angle, Center of mass and the incline of the line joining the Centers of mass of two halves of a signature image. The input for this method is the scanned signature, which we have to analyze and the result of the proposed method demonstrate the discrepancy between the stored signature and the analyzed signature.