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2016 | OriginalPaper | Chapter

Image Authentication Using Local Binary Pattern on the Low Frequency Components

Authors : Ch. Srinivasa Rao, S. B. G. Tilak Babu

Published in: Microelectronics, Electromagnetics and Telecommunications

Publisher: Springer India

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Abstract

Detection of copy move forgery in images is helpful in legal evidence, in forensic investigation and many other fields. Many Copy Move Forgery Detection (CMFD) schemes are existing in the literature. However, most of them fail to withstand post-processing operations viz., JPEG Compression, noise contamination, rotation. Even if able to identify, they consumes much time to detect and locate. In this paper, a technique is proposed which uses Discrete Wavelet Transform (DWT) and Local Binary Pattern (LBP) to identify copy-move forgery. Features are extracted by using LBP on the LL band obtained by applying DWT on the input image. Proper selection of similarity and distance thresholds can localize the forged region correctly.

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Metadata
Title
Image Authentication Using Local Binary Pattern on the Low Frequency Components
Authors
Ch. Srinivasa Rao
S. B. G. Tilak Babu
Copyright Year
2016
Publisher
Springer India
Book
Microelectronics, Electromagnetics and Telecommunications

Print ISBN: 978-81-322-2726-7

Electronic ISBN: 978-81-322-2728-1

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-81-322-2728-1_49