Title :
Image Authentication Using Hough Transform Generated Self Signature in DCT Based Frequency Domain (IAHTSSDCT)
Author :
Sengupta, Madhumita ; Mandal, J.K.
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of Kalyani, Kalyani, India
Abstract :
In this paper a DCT based steganographic technique in frequency domain, termed as IAHTSSDCT has been proposed for authentication of gray scale images. The cover image passes through Hough transformation based on hash function to generate unique signature treated as secret information. As the first step of embedding the cover image transformed into time domain using 2x2 masks in row major order using DCT resulting its corresponding frequency components. Using a secret key and hash function the secret signature/information is embedded into selective AC coefficients. To generate stegoimage those frequency coefficients then passes through inverse DCT. Extraction is also done through same procedure. Experimental results are computed and compared with the existing steganographic techniques like SAWT [1] and YulinWang [3] in terms of Mean Square Error (MSE), Peak Signal to Noise Ratio (PSNR) and Image Fidelity (IF) which show better performances in IAHTSSDCT.
Keywords :
Hough transforms; cryptography; discrete cosine transforms; feature extraction; frequency-domain analysis; handwriting recognition; image coding; mean square error methods; steganography; DCT based frequency domain; DCT based steganographic technique; Hough transformation; IAHTSSDCT; cover image transformation; frequency coefficient; frequency component; gray scale image authentication; hash function; image fidelity; inverse DCT; mean square error; peak signal to noise ratio; secret information; secret signature; selective AC coefficient; self signature; steganographic technique; stegoimage generation; Authentication; Discrete cosine transforms; Educational institutions; Frequency domain analysis; PSNR; Watermarking; Discrete Cosine Transformation (DCT); Frequency Domain; Hough Transformation(HT); IAHTSSDCT; Image fidelity (IF); Mean Square Error (MSE); Peak Signal to Noise Ratio (PSNR);
Conference_Titel :
Electronic System Design (ISED), 2011 International Symposium on
Conference_Location :
Kochi, Kerala
Print_ISBN :
978-1-4577-1880-9
DOI :
10.1109/ISED.2011.43