TY - JOUR
T1 - Efficient Recoverable Cryptographic Mosaic Technique by Permutations
AU - Sun, Elaine Y.N.
AU - Wu, Hsiao Chun
AU - Busch, Costas
AU - Huang, Scott C.H.
AU - Kuan, Yen Cheng
AU - Chang, Shih Yu
N1 - Funding Information:
This work was supported in part by the Ministry of Science and Technology, Taiwan, under Grant MOST 106-2622-8009-017, Grant MOST 108-3017-F-009-001, and Grant MOST 108-2221-E-007-019.
Publisher Copyright:
© 1991-2012 IEEE.
PY - 2021/1
Y1 - 2021/1
N2 - Mosaic is a popular approach to provide privacy of data and image. However, the existing demosaicing techniques cannot accomplish efficient perfect-reconstruction. If the receiver wants to recover the original image, the extra transmission of the original subimage to be mosaicked is necessary, which consumes much channel resource and is therefore inefficient. In this paper, we propose a novel efficient recoverable cryptographic mosaic technique by permutations. A mosaic, or a privacy-protected subimage, can be constructed through either of the three permutations (Busch's, Wu's, and Sun's/Minmax). These three permutations are designed to maximize the objective function as the sum of the absolute row/column index-differences. This objective is related to the sum of the pixel-to-pixel cross-correlation by our pertinent theoretical study. To measure the effectiveness of the image-mosaicing methods, we propose two image-discrepancy measures, namely summed cross-correlation (SCC) and Kullback-Leibler divergence of discrete cosine transform (DCT-KLD). Compared to the big majority of random permutations for image-mosaicing, our proposed three permutation methods can achieve much better performances in terms of SCC. Nevertheless, the advantage of the three proposed permutation methods over random permutations is not obvious according to DCT-KLD.
AB - Mosaic is a popular approach to provide privacy of data and image. However, the existing demosaicing techniques cannot accomplish efficient perfect-reconstruction. If the receiver wants to recover the original image, the extra transmission of the original subimage to be mosaicked is necessary, which consumes much channel resource and is therefore inefficient. In this paper, we propose a novel efficient recoverable cryptographic mosaic technique by permutations. A mosaic, or a privacy-protected subimage, can be constructed through either of the three permutations (Busch's, Wu's, and Sun's/Minmax). These three permutations are designed to maximize the objective function as the sum of the absolute row/column index-differences. This objective is related to the sum of the pixel-to-pixel cross-correlation by our pertinent theoretical study. To measure the effectiveness of the image-mosaicing methods, we propose two image-discrepancy measures, namely summed cross-correlation (SCC) and Kullback-Leibler divergence of discrete cosine transform (DCT-KLD). Compared to the big majority of random permutations for image-mosaicing, our proposed three permutation methods can achieve much better performances in terms of SCC. Nevertheless, the advantage of the three proposed permutation methods over random permutations is not obvious according to DCT-KLD.
KW - Kullback-Leibler divergence (KLD)
KW - Kullback-Leibler divergence of discrete cosine transform (DCT-KLD)
KW - Recoverable cryptographic mosaic
KW - autoregressive (AR) model
KW - permutation
KW - summed cross-correlation (SCC)
KW - two-dimensional discrete cosine transform (2D-DCT)
UR - http://www.scopus.com/inward/record.url?scp=85081408612&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85081408612&partnerID=8YFLogxK
U2 - 10.1109/TCSVT.2020.2976050
DO - 10.1109/TCSVT.2020.2976050
M3 - Article
AN - SCOPUS:85081408612
SN - 1051-8215
VL - 31
SP - 112
EP - 125
JO - IEEE Transactions on Circuits and Systems for Video Technology
JF - IEEE Transactions on Circuits and Systems for Video Technology
IS - 1
M1 - 9011585
ER -