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GUI based smart breast cancer identification system for mammographic images through 2nd level secured combined Crypto-watermarking | IEEE Conference Publication | IEEE Xplore

GUI based smart breast cancer identification system for mammographic images through 2nd level secured combined Crypto-watermarking


Abstract:

Current paper presents a new type of GUI based secure breast cancer identification system through a combination of Cryptography and Biomedical Image Watermarking. Through...Show More

Abstract:

Current paper presents a new type of GUI based secure breast cancer identification system through a combination of Cryptography and Biomedical Image Watermarking. Through this scheme 2nd level of security can be applied for the embedded data in mammographic images. Several information related to patients (EPR), infected region (ROI), doctor's name and diagnosis from symptoms are encrypted in the 1st level using RSA encryption and then embedded in the mammographic image itself in the 2nd level using Bit Plane Slicing watermarking technique. The infected region is identified through region growing and contour detection algorithm which needs to be perfect for accurate ROI identification resulting a better treatment. Values of several image quality metrics show that the proposed GUI based breast cancer diagnostic system is good enough for successful recovery of all the embedded information exactly similar. The simplicity and easiness of the complete GUI also makes the entire system user friendly even to the non-medical technical person.
Date of Conference: 02-05 November 2014
Date Added to IEEE Xplore: 15 January 2015
Electronic ISBN:978-1-4799-5669-2
Conference Location: Belfast, UK

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