Title :
Double embedding in the quantization index modulation framework
Author :
Sarkar, A. ; Manjunath, B.S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California at Santa Barbara, Santa Barbara, CA, USA
Abstract :
Quantization index modulation (QIM) is a commonly used data hiding technique where a single bit is embedded per coefficient. Here, we propose the use of double embedding in the QIM framework where a single coefficient is modified twice, using two quantizers, to embed two bits. The motivation behind substituting single embedding with double embedding in the QIM framework for a certain steganographic scheme is to increase its hiding rate without significantly increasing the embedding distortion and the stego scheme´s detectability against steganalysis. We empirically determine the best way to couple the double embedding framework with a repeat accumulate code based error correction scheme. For moderate noise levels, the use of double embedding is seen to be significantly advantageous over single embedding.
Keywords :
modulation; steganography; QIM framework; data hiding; double embedding framework; embedding distortion; error correction scheme; quantization index modulation framework; steganalysis; steganographic scheme; Data encapsulation; Discrete cosine transforms; Error correction codes; Hydrogen; Modulation coding; Noise level; Quantization; Robustness; Security; Steganography; double embedding; embedding distortion; quantization index modulation; repeat-accumulate code;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5414263