A New Block-based Copy-Move Forgery Detection Method in Digital Images

被引:0
|
作者
Moradi-Gharghani, Hajar [1 ]
Nasri, Mehdi [2 ]
机构
[1] Islamic Azad Univ, Dept Elect Engn, Sirjan, Iran
[2] Islamic Azad Univ, Khomenishahr Branch, Young Researcher & Elite Club, Khomenishahr, Iran
关键词
Image Forgery Detection; digital Image Forensics; Copy-Move Forgery; ROBUST-DETECTION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
nowadays, digital image forgery detection is one of the most challenging tasks. In this paper, a new block-based method is proposed to detect tampered region in copy-move forgery case. In the method, feature vectors are extracted using DCT transform from non-overlapping blocks of the image. Then, these vectors are lexicographically sorted. Copied blocks are selected from identical vectors based on some criteria. A novelty of this paper is considering a dispersion threshold to eliminate large flat parts of the image (such as Sky) from forgery detection. Simulation results show that, the method can effectively detect forgery in the image with very small False-Positive in comparison with the classic methods in terms of FPR and DAR.
引用
收藏
页码:1208 / 1212
页数:5
相关论文
共 50 条
  • [21] Detection of Copy-Move Forgery in Digital Images Using SIFT Algorithm
    Huang, Hailing
    Guo, Weiqiang
    Zhang, Yu
    PACIIA: 2008 PACIFIC-ASIA WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION, VOLS 1-3, PROCEEDINGS, 2008, : 1241 - 1245
  • [22] An improved block based copy-move forgery detection technique
    Priyanka
    Singh, Gurinder
    Singh, Kulbir
    Singh, Kulbir (ksingh@thapar.edu), 1600, Springer (79): : 19 - 20
  • [23] An improved block based copy-move forgery detection technique
    Gurinder Priyanka
    Kulbir Singh
    Multimedia Tools and Applications, 2020, 79 : 13011 - 13035
  • [24] Enhanced block-based copy-move forgery detection using k-means clustering
    Osamah M. Al-Qershi
    Bee Ee Khoo
    Multidimensional Systems and Signal Processing, 2019, 30 : 1671 - 1695
  • [25] An improved block based copy-move forgery detection technique
    Priyanka
    Singh, Gurinder
    Singh, Kulbir
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (19-20) : 13011 - 13035
  • [26] Detection and Localization of Copy-Move Forgery in Digital Images: Review and Challenges
    Suresh, Gulivindala
    Rao, Chanamallu Srinivasa
    INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2023, 23 (04)
  • [27] A deep learning framework for copy-move forgery detection in digital images
    Kaur, Navneet
    Jindal, Neeru
    Singh, Kulbir
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (12) : 17741 - 17768
  • [28] A robust detection and localization technique for copy-move forgery in digital images
    Alhaidery, Manaf Mohammed Ali
    Taherinia, Amir Hossein
    Shahadi, Haider Ismael
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2023, 35 (01) : 449 - 461
  • [29] Copy-Move Forgery Detection Technique for Forensic Analysis in Digital Images
    Mahmood, Toqeer
    Nawaz, Tabassam
    Irtaza, Aun
    Ashraf, Rehan
    Shah, Mohsin
    Mahmood, Muhammad Tariq
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2016, 2016
  • [30] Detection of Free-Form Copy-Move Forgery on Digital Images
    Gurbuz, Emre
    Ulutas, Guzin
    Ulutas, Mustafa
    SECURITY AND COMMUNICATION NETWORKS, 2019, 2019