Anti-counterfeiting digital watermarking algorithm for printed QR barcode

被引:49
作者
Xie, Rongsheng [1 ]
Hong, Chaoqun [1 ]
Zhu, Shunzhi [1 ]
Tao, Dapeng [2 ]
机构
[1] Xiamen Univ Technol, Sch Comp & Informat Engn, Xiamen 361024, Fujian, Peoples R China
[2] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Watermark; QR barcode; DWT; Anti-counterfeiting; Chaos;
D O I
10.1016/j.neucom.2015.04.026
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Anti-counterfeiting watermarking technology provides a potential way to prevent quick response (QR) barcode from being copied or forged, and many relevant algorithms for digital QR barcode appeared recently. However, as for printed QR barcode, there is no actual research achievement published. This paper studies anti-counterfeiting techniques for printed QR barcode. The primary performance parameter, decoding rate of QR barcode as well as detection rate of digital watermark, is defined and discussed. A multi-channel robust watermarking scheme based on discrete wavelet transform (DWT) is proposed. In the watermarking scheme, the DWT domain is divided into non-overlapping rectangular areas as called watermarking channels. Channel watermark as well as anti-counterfeiting watermark is embedded into each watermarking channel. At the stage of anti-counterfeiting watermark extracting, the distortion rates of the watermarking channels are estimated by channel watermark. Based on the distortion rates, anti-counterfeiting watermark is computed by a well-designed linear estimation algorithm, whose validity is theoretically proved by analyzing anti-counterfeiting watermark bit error. The experimental results show that the detection rate of anti-counterfeiting watermark is greatly improved with the proposed scheme, and that we can correctly extract anti-counterfeiting watermark from printed QR image by choosing reasonable parameters. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:625 / 635
页数:11
相关论文
共 20 条
  • [1] High capacity data hiding schemes for medical images based on difference expansion
    Al-Qershi, Osamah M.
    Khoo, Bee Ee
    [J]. JOURNAL OF SYSTEMS AND SOFTWARE, 2011, 84 (01) : 105 - 112
  • [2] Content-adaptive reliable robust lossless data embedding
    An, Lingling
    Gao, Xinbo
    Yuan, Yuan
    Tao, Dacheng
    Deng, Cheng
    Ji, Feng
    [J]. NEUROCOMPUTING, 2012, 79 : 1 - 11
  • [3] Cho Dae-Jea, 2014, ADV SCI TECHNOL LETT, V51, P94
  • [4] Gao Mei-feng, 2011, P 6 INT C INT SYST K, P457
  • [5] Guo Cheng-qing, 2011, Journal of Applied Sciences, V29, P140, DOI 10.3969/j.issn.0255-8297.2011.02.006
  • [6] He DJ, 2005, IEEE IMAGE PROC, P221
  • [7] Desynchronization attacks resilient image watermarking scheme based on global restoration and local embedding
    Ji, Feng
    Deng, Cheng
    An, Lingling
    Huang, Dongyu
    [J]. NEUROCOMPUTING, 2013, 106 : 42 - 50
  • [8] Li Li, 2011, J HANGZHOU DIANZI U, V31, P46
  • [9] Ou Yang-ling, 2007, NEW SECURITY FRAMEWO
  • [10] Porwik P., 2004, Machine Graphics & Vision, V13, P79