Transform Domain Influenced Variable Bit - Variable Pixel Medical Image Watermarking Scheme

被引:1
作者
Chowdary, Sai Dileep N. [1 ]
Sivaraman, R. [1 ]
Sridevi, A. [1 ]
Rajagopalan, Sundararaman [1 ]
Rengarajan, Amirtharajan [1 ]
机构
[1] SASTRA Deemed Be Univ, Sch SEEE, Thanjavur 613401, India
来源
2020 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI - 2020) | 2020年
关键词
Watermarking; DICOM; imperceptibility and LSB embedding; INTEGER WAVELET TRANSFORM; ROBUST;
D O I
10.1109/iccci48352.2020.9104152
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Image watermarking plays an important role in the field of medical image security and also provides a safe pathway for transfer of medical information through public networks such as internet. In this work, variable pixel and variable bit medical image watermarking scheme has been proposed to protect the Electronic Patient Record (EPR). The proposed algorithm uses a Linear Feedback Shift Registers (LFSR) to generate pseudo random sequences for randomly selecting the image pixels of 16 bit Digital Imaging and Communications in Medicine (DICOM) image and modified logistic map has been utilized for selecting the bits to achieve adaptive Least Significant Bit (LSB) embedding. Integer Wavelet Transform (IWT) has been applied on original image to decompose it to its sub - bands where EPR has been embedded. The algorithm comprises four phases namely, pixel separation, random pixel selection, variable bit selection and LSB embedding. Proposed watermarking scheme has been achieved a near zero Mean Square Error (MSE) and histogram analysis confirms the imperceptibility of the algorithm. The algorithm requires only 0.235542 S to perform LSB embedding on 512 x 512 DICOM images. Peak Signal to Noise Ratio (PSNR), Normalized Cross Correlation (NCC) and Structural Similarity Index (SSIM) analyses also have been performed to evaluate the efficiency of the watermarking scheme.
引用
收藏
页码:570 / 574
页数:5
相关论文
共 16 条
[1]   Tamper-Resistant Secure Medical Image Carrier: An IWT-SVD-Chaos-FPGA Combination [J].
Arumugham, Sridevi ;
Rajagopalan, Sundararaman ;
Rayappan, John Bosco Balaguru ;
Amirtharajan, Rengarajan .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2019, 44 (11) :9561-9580
[2]   Networked medical data sharing on secure medium - A web publishing mode for DICOM viewer with three layer authentication [J].
Arumugham, Sridevi ;
Rajagopalan, Sundararaman ;
Rayappan, John Bosco Balaguru ;
Amirtharajan, Rengarajan .
JOURNAL OF BIOMEDICAL INFORMATICS, 2018, 86 :90-105
[3]  
Ayad H., 2017, P 2 INT C BIG DAT CL
[4]   Dual hybrid medical watermarking using walsh-slantlet transform [J].
Bamal, Roopam ;
Kasana, Singara Singh .
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (13) :17899-17927
[5]   Geometrically invariant watermarking for medical images based on digital holography and three-level DWT-SVD [J].
Chen, Weixia ;
Gu, Jihua ;
Li, Qin ;
Tang, Xiaoyan ;
Chen, Daqing .
APPLIED OPTICS, 2019, 58 (15) :4185-4191
[6]   Lossless medical image watermarking method based on significant difference of cellular automata transform coefficient [J].
Fan, Tzuo-Yau ;
Chao, Her-Chang ;
Chieu, Bin-Chang .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2019, 70 :174-183
[7]   Robust embedding of visual watermarks using discrete wavelet transform and singular value decomposition [J].
Ganic, E ;
Eskicioglu, AM .
JOURNAL OF ELECTRONIC IMAGING, 2005, 14 (04)
[8]   False-positive-free SVD-based image watermarking [J].
Guo, Jing-Ming ;
Prasetyo, Heri .
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2014, 25 (05) :1149-1163
[9]   An image encryption algorithm based on modified logistic chaotic map [J].
Han, Chunyan .
OPTIK, 2019, 181 :779-785
[10]   Counselling services in prevention of mother-to-child transmission (PMTCT) in Delhi, India: An assessment through a modified version of UNICEF-PPTCT tool [J].
Kumar A. ;
Singh B. ;
Kusuma Y.S. .
Journal of Epidemiology and Global Health, 2015, 5 (1) :3-13