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A new approach for signature region of interest pre-processing was presented.It used new auto cropping preparation on the basis of the image content, wherethe intensity value of pixel is the source of cropping. This approach providesboth the possibility of improving the performance of security systems based onsignature images, and also the ability to use only the region of interest ofthe used image to suit layout design of biometric systems. Underlying theapproach is a novel segmentation method which identifies the exact region offoreground of signature for feature extraction usage. Evaluation results ofthis approach shows encouraging prospects by eliminating the need for falseregion isolating, reduces the time cost associated with signature false pointsdetection, and addresses enhancement issues. A further contribution of thispaper is an automated cropping stage in bio-secure based systems.

Signature Region of Interest using Auto cropping