A Study of Copy-Move Forgery Detection Scheme Based on Segmentation

被引:0
|
作者
Ikhlayel, Mohammed [1 ,2 ]
Hariadi, Mochamad [3 ]
Pumama, Ketut Eddy [4 ]
机构
[1] Inst Teknol Sepuluh Nopember, Dept Elect Engn, Surabaya, Indonesia
[2] Al Quds Open Univ, Fac Technol & Appl Sci, Ramallah, Palestine
[3] Inst Teknol Sepuluh Nopember, Dept Elect Engn, Surabaya, Indonesia
[4] Inst Teknol Sepuluh Nopember, Dept Comp Engn, Surabaya, Indonesia
关键词
copy-move forgery detection; segmentation; Multi-Scale Feature Extraction; Adaptive Patch Matching;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A copy-move forgery in digital image is a type of passive technique it will contain a part of the copied image and pasted to another parts in the same image. This may be occurring by a forger to cover part of object or validity or to enhance the visual effect in the image. Nowadays, there are many advance editing software in digital image are used to tampering, the forger can easily tamper the image, as a result, the image truth or validity is lost. In this study we will introduce three scheme for copy-move forgery detection(CMFD) based on segmentation and comparing between them, we will discuss the Segmentation-Based Image CMFD, then, adaptive Oversegmentation and Feature Point Matching, Finally, Multi-scale feature extraction and adaptive matching for CMFD. The results indicate the very good performance of each schemes.
引用
收藏
页码:27 / 32
页数:6
相关论文
共 50 条
  • [41] Blind Copula Based Copy-Move Forgery Detection Algorithm
    alZahir, Saif
    Hammad, Radwa
    2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2017,
  • [42] Copy-move image forgery detection based on Gabor magnitude
    Lee, Jen-Chun
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2015, 31 : 320 - 334
  • [43] Multiple Copy-Move Forgery Detection Based on Density Clustering
    X. H. Zhou
    Q. J. Shi
    Pattern Recognition and Image Analysis, 2021, 31 : 109 - 116
  • [44] An improved block based copy-move forgery detection technique
    Gurinder Priyanka
    Kulbir Singh
    Multimedia Tools and Applications, 2020, 79 : 13011 - 13035
  • [45] An improved block based copy-move forgery detection technique
    Priyanka
    Singh, Gurinder
    Singh, Kulbir
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (19-20) : 13011 - 13035
  • [46] DyWT based Copy-Move Forgery Detection with Improved Detection Accuracy
    Dixit, Rahul
    Naskar, Ruchira
    2016 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2016, : 133 - 138
  • [47] Copy-Move Forgery Detection Based on Discrete and SURF Transforms
    Al azrak, Faten Maher
    Elsharkawy, Zeinab F.
    Elkorany, Ahmed S.
    El Banby, Ghada M.
    Dessowky, Moawad I.
    Abd El-Samie, Fathi E.
    WIRELESS PERSONAL COMMUNICATIONS, 2020, 110 (01) : 503 - 530
  • [48] Copy-Move Forgery Detection based on SVD in Digital Image
    Zhang Ting
    Wang Rang-ding
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 3184 - 3188
  • [49] Robust detection of copy-move forgery based on Radon transform
    Yang, Fang
    Gao, Tiegang
    International Journal of Digital Content Technology and its Applications, 2012, 6 (23) : 306 - 318
  • [50] Detection and location of copy-move forgery based on phase correlation
    Yang, Jixiang
    Xu, Manman
    ENERGY SCIENCE AND APPLIED TECHNOLOGY (ESAT 2016), 2016, : 713 - 717