Reversible Data Hiding in JPEG Images

• Published in: IEEE transactions on circuits and systems for video technology Vol. 26; no. 9; pp. 1610 - 1621
• Main Authors: Huang, Fangjun, Qu, Xiaochao, Kim, Hyoung Joong, Huang, Jiwu
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.09.2016; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Block selection; Digital imaging; Discrete cosine transform; Discrete cosine transforms; Distortion; Embedding; histogram shifting (HS); Histograms; Image coding; Image compression; Joint Photographic Experts Group (JPEG); JPEG encoders-decoders; Quantization (signal); Redundancy; reversible data hiding (RDH); Transform coding; Visualization
• ISSN: 1051-8215; 1558-2205
• DOI: 10.1109/TCSVT.2015.2473235

Among various digital image formats used in daily life, the Joint Photographic Experts Group (JPEG) is the most popular. Therefore, reversible data hiding (RDH) in JPEG images is important and useful for many applications such as archive management and image authentication. However, RDH in JPEG images is considerably more difficult than that in uncompressed images because there is less information redundancy in JPEG images than that in uncompressed images, and any modification in the compressed domain may introduce more distortion in the host image. Furthermore, along with the embedding capacity and fidelity (visual quality), which have to be considered for uncompressed images, the storage size of the marked JPEG file should be considered. In this paper, based on the philosophy behind the JPEG encoder and the statistical properties of discrete cosine transform (DCT) coefficients, we present some basic insights into how to select quantized DCT coefficients for RDH. Then, a new histogram shifting-based RDH scheme for JPEG images is proposed, in which the zero coefficients remain unchanged and only coefficients with values 1 and -1 are expanded to carry message bits. Moreover, a block selection strategy based on the number of zero coefficients in each 8 × 8 block is proposed, which can be utilized to adaptively choose DCT coefficients for data hiding. Experimental results demonstrate that by using the proposed method we can easily realize high embedding capacity and good visual quality. The storage size of the host JPEG file can also be well preserved.