Reversible data hiding for high dynamic range images using edge information

In this work, a reversible data hiding (RDH) algorithm is proposed for high dynamic range (HDR) images containing an additional luminance channel. Since prediction accuracy is the key of RDH, we propose to embed data into HDR images by exploiting the edge information among the luminance channel and color channels to achieve accurate prediction and high embedding capacity. Besides, a new edge-directed order is presented to reduce the visual loss of the stego image. Various experimental results demonstrate that the proposed algorithm can hide more data into HDR images with less distortion than directly applying traditional RDH methods designed for low dynamic range (LDR) images. Compared to the current HDR hiding algorithms, the proposed method is not only reversible, but also achieves a tradeoff between embedding capacity and distortion.

[1]  Wei Zhang,et al.  Motion-free exposure fusion based on inter-consistency and intra-consistency , 2017, Inf. Sci..

[2]  Xiaodong Yu,et al.  Learning Bidirectional Temporal Cues for Video-Based Person Re-Identification , 2018, IEEE Transactions on Circuits and Systems for Video Technology.

[3]  Guillermo Sapiro,et al.  The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS , 2000, IEEE Trans. Image Process..

[4]  Jeng-Shyang Pan,et al.  A Novel Reversible Data Hiding Method for Color Images Based on Dynamic Payload Partition and Cross-Channel Correlation , 2016, J. Inf. Hiding Multim. Signal Process..

[5]  Xuelong Li,et al.  Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge , 2017, IEEE Transactions on Image Processing.

[6]  Wai-kuen Cham,et al.  Gradient-Directed Multiexposure Composition , 2012, IEEE Transactions on Image Processing.

[7]  Min-Shiang Hwang,et al.  A high quality steganographic method with pixel-value differencing and modulus function , 2008, J. Syst. Softw..

[8]  Bingpeng Ma,et al.  Video-Based Pedestrian Re-Identification by Adaptive Spatio-Temporal Appearance Model , 2017, IEEE Transactions on Image Processing.

[9]  Greg Ward II.5 – REAL PIXELS , 1991 .

[10]  Yang Yang,et al.  Multitask Spectral Clustering by Exploring Intertask Correlation , 2015, IEEE Transactions on Cybernetics.

[11]  Jeho Nam,et al.  Reversible Watermarking Algorithm Using Sorting and Prediction , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

[12]  Jiwu Huang,et al.  New Framework for Reversible Data Hiding in Encrypted Domain , 2016, IEEE Transactions on Information Forensics and Security.

[13]  Bin Ma,et al.  Reversible data hiding: Advances in the past two decades , 2016, IEEE Access.

[14]  Masaaki Fujiyoshi,et al.  A Blind Reversible Data Hiding Method for High Dynamic Range Images Taking Advantage of Sparse Histogram , 2017, IWDW.

[15]  Chin-Chen Chang,et al.  A new distortion-free data embedding scheme for high-dynamic range images , 2014, Multimedia Tools and Applications.

[16]  Woei Lin,et al.  A Novel Data Hiding Algorithm for High Dynamic Range Images , 2017, IEEE Transactions on Multimedia.

[17]  Jiwu Huang,et al.  A reversible data hiding method with contrast enhancement for medical images , 2015, J. Vis. Commun. Image Represent..

[18]  Xuelong Li,et al.  Describing Video With Attention-Based Bidirectional LSTM , 2019, IEEE Transactions on Cybernetics.

[19]  Engin Avci,et al.  A reversible data hiding algorithm based on probabilistic DNA-XOR secret sharing scheme for color images , 2016, Displays.

[20]  Weiming Zhang,et al.  Reversible Data Hiding in Encrypted Images by Reserving Room Before Encryption , 2013, IEEE Transactions on Information Forensics and Security.

[21]  Ton Kalker,et al.  Capacity bounds and constructions for reversible data-hiding , 2003, IS&T/SPIE Electronic Imaging.

[22]  Jian Li,et al.  Reversible data hiding scheme for color image based on prediction-error expansion and cross-channel correlation , 2013, Signal Process..

[23]  Heng Tao Shen,et al.  Video Captioning by Adversarial LSTM , 2018, IEEE Transactions on Image Processing.

[24]  Jessica J. Fridrich,et al.  Lossless Data Embedding—New Paradigm in Digital Watermarking , 2002, EURASIP J. Adv. Signal Process..

[25]  Yongjian Hu,et al.  DE-Based Reversible Data Hiding With Improved Overflow Location Map , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

[26]  Yun Q. Shi,et al.  Reversible Data Hiding , 2003, IWDW.

[27]  Bin Ma,et al.  A Reversible Data Hiding Scheme Based on Code Division Multiplexing , 2016, IEEE Transactions on Information Forensics and Security.

[28]  Athanasios Nikolaidis Low overhead reversible data hiding for color JPEG images , 2014, Multimedia Tools and Applications.

[29]  Heng Tao Shen,et al.  Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information , 2019, IEEE Transactions on Knowledge and Data Engineering.

[30]  Jun Tian,et al.  Reversible data embedding using a difference expansion , 2003, IEEE Trans. Circuits Syst. Video Technol..

[31]  Kan Liu,et al.  Patch-Based correlation for deghosting in exposure fusion , 2017, Inf. Sci..

[32]  Yu-Ming Cheng,et al.  A Novel Approach to Steganography in High- Dynamic-Range Images , 2009, IEEE MultiMedia.

[33]  Heng Tao Shen,et al.  More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining , 2019, IEEE Transactions on Image Processing.

[34]  Erik Reinhard,et al.  High Dynamic Range Imaging: Acquisition, Display, and Image-Based Lighting , 2010 .

[35]  Zhi-Hui Wang,et al.  A Novel Distortion-free Data Hiding Scheme for High Dynamic Range Images , 2012, 2012 Fourth International Conference on Digital Home.

[36]  Jeffrey J. Rodríguez,et al.  Expansion Embedding Techniques for Reversible Watermarking , 2007, IEEE Transactions on Image Processing.

[37]  Kumar Parasuraman,et al.  Reversible image watermarking using interpolation technique , 2014, 2014 International Conference on Electronics, Communication and Computational Engineering (ICECCE).

[38]  Yao Zhao,et al.  Efficient color image reversible data hiding based on channel-dependent payload partition and adaptive embedding , 2015, Signal Process..

[39]  Henk J. A. M. Heijmans,et al.  Reversible data embedding into images using wavelet techniques and sorting , 2005, IEEE Transactions on Image Processing.

[40]  Kuo-Chen Wu,et al.  A distortion-free data hiding scheme for high dynamic range images , 2011, Displays.

[41]  Adnan M. Alattar,et al.  > REPLACE THIS LINE WITH YOUR PAPER IDENTIFICATION NUMBER (DOUBLE-CLICK HERE TO EDIT) < Reversible Watermark Using the Difference Expansion of A Generalized Integer Transform , 2022 .