Image Watermarking Scheme Using Genetic Algorithm

被引:8
|
作者
Lai, Chih-Chin [1 ]
Yeh, Chih-Hsiang [1 ]
Ko, Chung-Hung [1 ]
Chiang, Chin-Yuan [1 ]
机构
[1] Natl Univ Kaohsiung, Dept Elect Engn, Kaohsiung 81148, Taiwan
关键词
watermarking; singular value decomposition; genetic algorithm; MULTIMEDIA;
D O I
10.1109/ICGEC.2012.103
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
With the development of Internet and multimedia technologies, multimedia copyright protection and content authentication have become serious problems that need to be solved urgently. Digital watermarking has been regarded as an effective solution to protect various kinds of digital contents against illegal use. In this paper, a watermarking technique which uses the singular value decomposition is presented. The singular values of a cover image are modified by multiple scaling factors to embed the watermark image. Since the values of scaling factors determine the watermark strength; therefore, we use the genetic algorithm to search the proper values in order to satisfy both imperceptibility and robustness requirements. Experimental results are provided to illustrate that the proposed technique is able to withstand some image-processing attacks.
引用
收藏
页码:476 / 479
页数:4
相关论文
共 50 条
  • [21] Image Watermarking using 2-Level DCT and Genetic Algorithm
    Pooja
    Singh, Rajvir
    2017 IEEE INTERNATIONAL CONFERENCE ON POWER, CONTROL, SIGNALS AND INSTRUMENTATION ENGINEERING (ICPCSI), 2017, : 504 - 514
  • [22] Reversible Image Watermarking Based on Genetic Algorithm
    Chen, Yueh-Hong
    Huang, Hsiang-Cheh
    2014 TENTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2014), 2014, : 21 - 24
  • [23] A New Image Watermarking Scheme using Multi-Objective Bees Algorithm
    Lee, Jiann-Shu
    Wang, Jing-Wein
    Giang, Kung-Yo
    APPLIED MATHEMATICS & INFORMATION SCIENCES, 2014, 8 (06): : 2945 - 2953
  • [24] A Novel scheme in Audio Watermarking using Multi-Objective Genetic Algorithm
    Majid, Abdul
    Javed, Tahir
    Choi, Tae-Sun
    ICMIT 2009: MECHATRONICS AND INFORMATION TECHNOLOGY, 2010, 7500
  • [25] RST Invariant Watermarking Scheme Using Genetic Algorithm and DWT-SVD
    Chao, Yan
    Wang, Hao
    Liu, Shuying
    Liu, Huaming
    ADVANCES IN BRAIN INSPIRED COGNITIVE SYSTEMS, BICS 2018, 2018, 10989 : 665 - 675
  • [26] Memetic Algorithm-Based Image Watermarking Scheme
    Zhang, Qingzhou
    Wang, Ziqiang
    Zhang, Dexian
    ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT I, PROCEEDINGS, 2008, 5263 : 845 - 853
  • [27] Image Watermarking Scheme Using LSB and Image Gradient
    Bin Faheem, Zaid
    Ali, Mubashir
    Raza, Muhammad Ahsan
    Arslan, Farrukh
    Ali, Jehad
    Masud, Mehedi
    Shorfuzzaman, Mohammad
    APPLIED SCIENCES-BASEL, 2022, 12 (09):
  • [28] Genetic algorithm audio watermarking using multiple image-based watermarks
    Ketcham, Mahasak
    Vongpraphip, Sartid
    2007 INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES, VOLS 1-3, 2007, : 1235 - 1240
  • [29] A watermarking scheme using image object region
    Guo, L
    Guo, BL
    ICCIMA 2003: FIFTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND MULTIMEDIA APPLICATIONS, PROCEEDINGS, 2003, : 419 - 423
  • [30] An Image Sanitizing Scheme Using Digital Watermarking
    Noguchi, Masatoshi
    Inuma, Manabu
    Shigetorm, Rie
    Imai, Hideki
    INFORMATION AND COMMUNICATIONS SECURITY, PROCEEDINGS, 2009, 5927 : 474 - +