CLC number: TP309.2
On-line Access: 2023-08-29
Received: 2022-10-22
Revision Accepted: 2023-02-14
Crosschecked: 2023-08-29
Cited: 0
Clicked: 832
Kaili QI, Minqing ZHANG, Fuqiang DI, Yongjun KONG. High capacity reversible data hiding in encrypted images based on adaptive quadtree partitioning and MSB prediction[J]. Frontiers of Information Technology & Electronic Engineering,in press.https://doi.org/10.1631/FITEE.2200501 @article{title="High capacity reversible data hiding in encrypted images based on adaptive quadtree partitioning and MSB prediction", %0 Journal Article TY - JOUR
基于自适应四叉树分块与最高有效位预测的大容量密文域可逆信息隐藏算法武警工程大学网络与信息安全武警部队重点实验室,中国西安市,710086 摘要:为提高密文域可逆信息隐藏(reversible data hiding in encrypted images,RDH-EI)算法的嵌入容量,提出一种基于自适应四叉树分块和最高有效位(most significant bit,MSB)预测的大容量RDH-EI方案。首先根据图像的平滑程度进行自适应四叉树分块,然后将不同大小的块进行块级加密和置乱,以抵抗对于加密图像的分析。在嵌入数据阶段,对于文献Wang & He(2022)提出的自适应MSB预测方法进行改进,以块中左上角像素为目标像素,用于预测其它像素,从而腾出更多嵌入空间。首次将四叉树分块方法应用于密文域图像的可逆信息隐藏。模拟结果表明,所提方法具有可逆性与可分离性,并且在自适应MSB预测方法基础上进一步提高了平均嵌入容量。对于512×512大小的灰度图像,平均嵌入容量提高约25 565比特,对于所有嵌入容量有所提高的较平滑图像,平均嵌入容量提高约35 530比特。 关键词组: Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article
Reference[1]Bhardwaj R, Aggarwal A, 2020. An improved block based joint reversible data hiding in encrypted images by symmetric cryptosystem. Patt Recogn Lett, 139:60-68. [2]Cao XC, Du L, Wei XX, et al., 2016. High capacity reversible data hiding in encrypted images by patch-level sparse representation. IEEE Trans Cybern, 46(5):1132-1143. [3]Chen KM, Chang CC, 2019. High-capacity reversible data hiding in encrypted images based on extended run-length coding and block-based MSB plane rearrangement. J Vis Commun Image Represent, 58:334-344. [4]Di FQ, Zhang MQ, Liao X, et al., 2019. High-fidelity reversible data hiding by quadtree-based pixel value ordering. Multim Tools Appl, 78(6):7125-7141. [5]Du Y, Yin ZX, Zhang XP, 2022. High capacity lossless data hiding in JPEG bitstream based on general VLC mapping. IEEE Trans Depend Sec Comput, 19(2):1420-1433. [6]Gao GY, Tong SK, Xia ZH, et al., 2023. A universal reversible data hiding method in encrypted image based on MSB prediction and error embedding. IEEE Trans Cloud Comput, 11(2):1692-1706. [7]Ke Y, Zhang MQ, Liu J, et al., 2020. Fully homomorphic encryption encapsulated difference expansion for reversible data hiding in encrypted domain. IEEE Trans Circ Syst Video Technol, 30(8):2353-2365. [8]Khanam FTZ, Song KY, Kim S, 2016. A modified reversible data hiding in encrypted image using enhanced measurement functions. Proc 8th Int Conf on Ubiquitous & Future Networks, p.869-872. [9]Liao X, Shu CW, 2015. Reversible data hiding in encrypted images based on absolute mean difference of multiple neighboring pixels. J Vis Commun Image Represent, 28:21-27. [10]Nguyen TS, Chang CC, Chang WC, 2016. High capacity reversible data hiding scheme for encrypted images. Signal Process Image Commun, 44:84-91. [11]Puech W, Chaumont M, Strauss O, 2008. A reversible data hiding method for encrypted images. SPIE, 6819:68191E. [12]Puteaux P, Puech W, 2018. An efficient MSB prediction-based method for high-capacity reversible data hiding in encrypted images. IEEE Trans Inform Forens Secur, 13(7):1670-1681. [13]Wang YM, He WG, 2022. High capacity reversible data hiding in encrypted image based on adaptive MSB prediction. IEEE Trans Multim, 24:1288-1298. [14]Xiong LZ, Dong DP, 2019. Reversible data hiding in encrypted images with somewhat homomorphic encryption based on sorting block-level prediction-error expansion. J Inform Secur Appl, 47:78-85. [15]Yi S, Zhou YC, 2017. Binary-block embedding for reversible data hiding in encrypted images. Signal Process, 133:40-51. [16]Yu CQ, Zhang XQ, Zhang XP, et al., 2022. Reversible data hiding with hierarchical embedding for encrypted images. IEEE Trans Circ Syst Video Technol, 32(2):451-466. [17]Zhang XP, 2011. Reversible data hiding in encrypted image. IEEE Signal Process Lett, 18(4):255-258. [18]Zhang XP, Ren YL, Shen LQ, et al., 2014. Compressing encrypted images with auxiliary information. IEEE Trans Multim, 16(5):1327-1336. [19]Zhou JT, Sun WW, Dong L, et al., 2016. Secure reversible image data hiding over encrypted domain via key modulation. IEEE Trans Circ Syst Video Technol, 26(3):441-452. Journal of Zhejiang University-SCIENCE, 38 Zheda Road, Hangzhou
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