Title :
An improved steganographic approach to diminish data modification for enhancing image quality
Author :
Kaur, Prabhdeep ; Singh, Harshavardhan ; Gupta, Arpan ; Girdhar, Akshay
Author_Institution :
Dept. of Comput. Sci. & Eng., Lala Lajpat Rai Inst. of Eng. & Technol., Moga, India
Abstract :
This paper introduces a hybrid approach to steganography which is based on the least significant bit substitution. It is a standalone steganographic technique that is focused on reducing the changes in the least significant bits of cover image by finding identical matches between image pixel values and message bits. The two least significant bits of cover image are changed only in case when no identical match is found between them. Hence, it aims to minimize the image degradation factor when message is embedded in cover image to form steganographic image by diminishing the data modification in least significant bits. In order to improve the security of message, the concept of jump table is used, i.e., message is scattered on the blocked image rather than embedding it on continuous pixels which makes extraction a semi-blind process. The proposed algorithm is validated using peak signal to noise ratio, correlation coefficient and structural similarity index matrix.
Keywords :
correlation methods; image coding; image enhancement; image matching; matrix algebra; steganography; correlation coefficient; data modification; image degradation factor; image quality enhancement; jump table; least significant bit substitution; message security; peak signal to noise ratio; semiblind process; steganographic approach; structural similarity index matrix; Biomedical imaging; Computer science; Image segmentation; PSNR; Security; Streaming media; Steganography; data security; least significant bit substitution; semi-blind extraction;
Conference_Titel :
Medical Imaging, m-Health and Emerging Communication Systems (MedCom), 2014 International Conference on
Conference_Location :
Greater Noida
Print_ISBN :
978-1-4799-5096-6
DOI :
10.1109/MedCom.2014.7006027