Laser & Optoelectronics Progress, Volume. 56, Issue 12, 121002(2019)

USM Sharpening Image Detection Based on Local Binary Pattern Method

Yongzhi Quan, Shuhui Gao*, Mengjing Yang, Xiaojia Jiang, and Xinlong He
Author Affiliations
  • School of Forensic Science, People's Public Security University of China, Beijing 100038, China
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    References(18)

    [1] Lee S J, Jung S H. A survey of watermarking techniques applied to multimedia. [C]∥2001 IEEE International Symposium on Industrial Electronics Proceedings (Cat. No.01TH8570), June 12-16, 2001, Pusan, Korea. New York: IEEE, 272-277(2001).

    [4] Zhang W, Cao X C, Zhang J W et al. Detecting photographic composites using shadows. [C]∥2009 IEEE International Conference on Multimedia and Expo, June 28 - July 3, 2009, New York, NY, USA. New York: IEEE, 1042-1045(2009).

    [5] Vázquez-Padín D, Comesaña P, Pérez-González F. An SVD approach to forensic image resampling detection. [C]∥2015 23rd European Signal Processing Conference (EUSIPCO), August 31-September 4, 2015, Nice, France. New York: IEEE, 2067-2071(2015).

    [6] Qu Z H, Luo W Q, Huang J W. A convolutive mixing model for shifted double JPEG compression with application to passive image authentication. [C]∥2008 IEEE International Conference on Acoustics, Speech and Signal Processing, March 31-April 4, 2008, Las Vegas, NV, USA. New York: IEEE, 1661-1664(2008).

    [7] Gonzalez R C, Woods R E[M]. Digital image processing, 97-101(2011).

    [9] Cao G, Zhao Y, Ni R R. Detection of image sharpening based on histogram aberration and ringing artifacts. [C]∥2009 IEEE International Conference on Multimedia and Expo, June 28 - July 3, 2009, New York, NY, USA. New York: IEEE, 1026-1029(2009).

    [10] Cao G, Zhao Y, Ni R R et al. Forensic detection of median filtering in digital images. [C]∥2010 IEEE International Conference on Multimedia and Expo, July 19-23, 2010, Suntec City, Singapore. New York: IEEE, 89-94(2010).

    [13] Ojala T, Pietikainen M, Harwood D. Performance evaluation of texture measures with classification based on Kullback discrimination of distributions. [C]∥Proceedings of 12th International Conference on Pattern Recognition, October 9-13, 1994, Jerusalem, Israel. New York: IEEE, 582-585(1994).

    [17] Mäenpää T, Pietikäinen M. Texture analysis with local binary patterns[M]. ∥Chen C H, Wang P S. Handbook of Pattern Recognition and Computer Vision. Singapore: World Scientific, 197-216(2005).

    [18] Cortes C, Vapnik V. Support-vector networks[J]. Machine Learning, 20, 273-297(1995).

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    Yongzhi Quan, Shuhui Gao, Mengjing Yang, Xiaojia Jiang, Xinlong He. USM Sharpening Image Detection Based on Local Binary Pattern Method[J]. Laser & Optoelectronics Progress, 2019, 56(12): 121002

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    Paper Information

    Category: Image Processing

    Received: Nov. 26, 2018

    Accepted: Jan. 10, 2019

    Published Online: Jun. 13, 2019

    The Author Email: Shuhui Gao (gaoshuhui@ppsuc.edu.cn)

    DOI:10.3788/LOP56.121002

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