Copy Move Forgery Detection Methods and Its Advantage of Two Stage Filtering

Devika A D, Bindhu K. Rajan
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Abstract

In the modern information system, digital media altering has become a major serious issue. Different ways of manipulating information methods are available like slicing, copy move forgery methods etc. Here mainly focusing on copy forgery methods based on key point based and their detection methods. This paper also shows the advantage of Two stage filtering detection method over detection method is also discussed. In two stage filtering four stages are involved. First key point extraction is done using a key point extraction algorithm, next step is finding matched key points are filtered by key point- matching algorithm and third is a Two stage algorithm based on Two stage filtering and the Clustering-Based Filter (CBF), is applied to eliminate most of the falsely detected key point pairs and finally removing falsely matched key point pairs and finding the forged region.This paper mainly covers the comparison and review of CMFD methods.
两阶段滤波的复制移动伪造检测方法及其优点
在现代信息系统中,数字媒体转换已成为一个重大而严重的问题。不同的操作信息的方法是可用的,如切片,复制,移动,伪造方法等。这里主要介绍基于关键点的复制伪造方法及其检测方法。本文还论述了两级滤波检测方法相对于其他检测方法的优越性。两级滤波包括四个阶段。首先用关键点提取算法提取关键点,然后用关键点匹配算法对匹配关键点进行过滤,最后采用基于两阶段滤波和基于聚类滤波(CBF)的两阶段算法,消除大部分被误检测的关键点对,最后去除错误匹配的关键点对,找到伪造区域。本文主要对CMFD方法进行了比较和综述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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