Development of optimum watermarking algorithm for radiography images

被引:6
作者
El Tokhy, Mohamed S. [1 ]
机构
[1] Egyptian Atom Energy Author, NRC, Engn Dept, P 13759, Inshas, Egypt
关键词
Signal and image processing; Nondestructive testing; Communication systems; Optimization algorithm; Secure environments; REVERSIBLE WATERMARKING; TRANSFORM; ROBUST; SCHEME;
D O I
10.1016/j.compeleceng.2020.106932
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The fusion of captured multi-focus radiography images using the same scene is essential for adaptation of image information. Besides, transmission of secure radiography image between practitioners with keeping all image details is a challenge. These issues are handled using three dependent goals that include fusion amongst neutron and x-ray radiography images, watermarking of fused radiography images and optimization of watermarked images. The watermarking algorithms are analyzed and evaluated under various attacks. Development of optimization technique is an essential purpose for higher robustness with acceptable imperceptibility and negligible image distortion of radiography images. Backtracking search optimization algorithm(BSA) is functionalized for this target. Paired objective functions are suggested for the BSA algorithm to achieve simultaneously high robustness and imperceptibility. It is fulfilled that proficient results with respect to quality fitness function(FF) are realized with proposed ridgelet watermarking. Consequently, secure transmission of multi-focus radiography images within industrial and medical applications can be fulfilled.
引用
收藏
页数:24
相关论文
共 30 条
[1]   ABC optimized secured image watermarking scheme to find out the rightful ownership [J].
Ansari, Irshad Ahmad ;
Pant, Millie ;
Ahn, Chang Wook .
OPTIK, 2016, 127 (14) :5711-5721
[2]   A singular-value decomposition-based image watermarking using genetic algorithm [J].
Aslantas, Veysel .
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2008, 62 (05) :386-394
[3]  
Ayman I. Hawari, 2020, NUCL I METHODS PHYS, V954
[4]   Image denoising with complex ridgelets [J].
Chen, G. Y. ;
Kegl, B. .
PATTERN RECOGNITION, 2007, 40 (02) :578-585
[5]   Backtracking Search Optimization Algorithm for numerical optimization problems [J].
Civicioglu, Pinar .
APPLIED MATHEMATICS AND COMPUTATION, 2013, 219 (15) :8121-8144
[6]   Incremental circle hough transform: An improved method for circle detection [J].
Djekoune, A. Oualid ;
Messaoudi, Khadidja ;
Amara, Kahina .
OPTIK, 2017, 133 :17-31
[7]   A robust blind color image watermarking based on Fourier transform domain [J].
Fares, Kahlessenane ;
Amine, Khaldi ;
Salah, Euschi .
OPTIK, 2020, 208
[8]   Classification of damages in composite images using Zernike moments and support vector machines [J].
Fredo, A. R. Jac ;
Abilash, R. S. ;
Femi, R. ;
Mythili, A. ;
Kumar, C. Suresh .
COMPOSITES PART B-ENGINEERING, 2019, 168 :77-86
[9]   A novel multi-focus image fusion method based on distributed compressed sensing [J].
Fu, Guan-Peng ;
Hong, Shao-Hua ;
Li, Fu-Lin ;
Wang, Lin .
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2020, 67
[10]   Copyright protection scheme for digital images using visual cryptography and sampling methods [J].
Hsu, CS ;
Hou, YC .
OPTICAL ENGINEERING, 2005, 44 (07) :1-10