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LBP-SVD Based Copy Move Forgery Detection Algorithm

  • Xi'an Jiaotong University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

28 Scopus citations

Abstract

With the extensive use of sophisticated image editing software, it has become easy to manipulate digital images without any visually visible clue. Copy-move is a special type of image forgery performed by copying a part of the image and pasting anywhere else in the same image. We proposed a passive image authentication technique to determine the copy-move forgery. First, the method divides the image into overlapping blocks. It use LBP (Local Binary Pattern) to label each block. Then, the biggest N of SVD values are extracted on the labeled blocks. N SVD values plus average Y, Cb, Cr values constitutes the feature vector for the block. Finally, the feature vectors are lexicographically sorted and element-by-element similarity measurement is used to determine the forged blocks. Experiment results demonstrate commendable performance in image copy-move forgery detection.

Original languageEnglish
Title of host publicationProceedings - 2017 IEEE International Symposium on Multimedia, ISM 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages553-556
Number of pages4
ISBN (Electronic)9781538629369
DOIs
StatePublished - 28 Dec 2017
Event19th IEEE International Symposium on Multimedia, ISM 2017 - Taichung, Taiwan, Province of China
Duration: 11 Dec 201713 Dec 2017

Publication series

NameProceedings - 2017 IEEE International Symposium on Multimedia, ISM 2017
Volume2017-January

Conference

Conference19th IEEE International Symposium on Multimedia, ISM 2017
Country/TerritoryTaiwan, Province of China
CityTaichung
Period11/12/1713/12/17

Keywords

  • Copy move forgery
  • Image forgery
  • LBP
  • SVD

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