Image Hiding Optimization Using Ant Colony Optimization Algorithm

被引:0
|
作者
Girsang, Abba Suganda [1 ]
Utama, Fauzi Pujanandi [1 ]
机构
[1] Bina Nusantara Univ, Master Comp Sci, JI Kebon Jeruk Raya 27, Jakarta, Indonesia
关键词
Information hiding; Deterioration; Optimal; Ant colony optimization; SUBSTITUTION;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Deterioration in the quality on host media (such as image) usually occurs when the information (such as text or image) is hidden or embedded in the host. The smaller deterioration on host media after embedding the information, the system hiding is more successful because it shows there is no significant different between the original host image and the host image after embedded. This study proposes hiding information into a host image so that the deterioration is minimal using least significant bit (LSB) substitution and modified ant algorithm. The minimal deterioration is achieved when each pixels on the information is appropriate hidden on pixels on host media. The minimal deterioration as objective function is get by chasing the maximal peak signal-to-noise ratio (PSNR). This proposed method is implemented on some hosts image with two image information. The results show the host embedded image has no the different significant with the original host image with PSNR between about 63-73.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] Optimization of a process synthesis superstructure using an ant colony algorithm
    Raeesi, Behrooz
    Pishvaie, Mahnnoud Reza
    Rashtchian, Davood
    [J]. CHEMICAL ENGINEERING & TECHNOLOGY, 2008, 31 (03) : 452 - 462
  • [42] On portfolio investment model using ant colony optimization algorithm
    Zhou Jianguo
    Zhang Hui
    Tian Jiming
    [J]. PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 3, 2007, : 494 - +
  • [43] HYBRID ASSOCIATIVE CLASSIFICATION ALGORITHM USING ANT COLONY OPTIMIZATION
    Shahzad, Waseem
    Baig, Abdul Rauf
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2011, 7 (12): : 6815 - 6826
  • [44] Optimization of the quadratic assignment problem using an ant colony algorithm
    Demirel, Nihan Cetin
    Toksari, M. Duran
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2006, 183 (01) : 427 - 435
  • [45] Investigation on the net cascade using Ant Colony optimization algorithm
    Ezazi, Farzaneh
    Mallah, Mohammad Hassan
    Sabet, Javad Karimi
    Norouzi, Ali
    Mahmoudian, Aadel
    [J]. PROGRESS IN NUCLEAR ENERGY, 2020, 119
  • [46] Path planning optimization using the bidirectional ant colony algorithm
    Shen X.
    Shi Y.
    Huang Y.
    Wang Y.
    [J]. Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2023, 44 (05): : 865 - 875
  • [47] The AntSynNet algorithm: Network synthesis using ant colony optimization
    Wilkinson, S
    White, T
    [J]. IC-AI '04 & MLMTA'04 , VOL 1 AND 2, PROCEEDINGS, 2004, : 648 - 654
  • [48] Wavelet phase estimation using ant colony optimization algorithm
    Wang, Shangxu
    Yuan, Sanyi
    Ma, Ming
    Zhang, Rui
    Luo, Chunmei
    [J]. JOURNAL OF APPLIED GEOPHYSICS, 2015, 122 : 159 - 166
  • [49] Optimization of K-Means Algorithm: Ant Colony Optimization
    Reddy, T. Namratha
    Supreethi, K. P.
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTING METHODOLOGIES AND COMMUNICATION (ICCMC), 2017, : 530 - 535
  • [50] A modified ant colony optimization algorithm for dynamic topology optimization
    Yoo, Kwang-Seon
    Han, Seog-Young
    [J]. COMPUTERS & STRUCTURES, 2013, 123 : 68 - 78