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On Periodic Properties of Interpolation and Their Application To Image Authentication

机译:插值的周期性及其在图像认证中的应用

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In our society digital images are a powerful and widely used communication medium. They have an important impact on our life. In recent years, due to the advent of high-performance consumer hardware and improved human computer interfaces, it has become relatively easy to create fake images. Typically, to create high quality and consistent forgeries, several types of tampering techniques are employed simultaneously. One of the most often used techniques is resampling (especially when two or more images are spliced together). Generally, resampling is based on an interpolation procedure. Typically, this procedure brings into the signal specific statistical changes. In this work we analyze and analytically describe specific periodic properties presence in interpolated signals and their derivatives. Furthermore, we propose an efficient and blind method to automatically detect the traces of geometric transformations in images and their portions. The results of the proposed method are demonstrated on several examples.
机译:在我们的社会中,数字图像是一种功能强大且广泛使用的通信媒介。它们对我们的生活产生重要影响。近年来,由于高性能消费类硬件和改进的人机界面的出现,创建伪造图像变得相对容易。通常,为了创建高质量和一致的伪造品,同时采用了几种类型的篡改技术。重采样是最常用的技术之一(尤其是将两个或多个图像拼接在一起时)。通常,重采样基于插值过程。通常,此过程将特定信号的统计变化引入信号中。在这项工作中,我们分析并分析性地描述了插值信号及其导数中特定的周期特性的存在。此外,我们提出了一种有效且盲目的方法来自动检测图像及其部分中的几何变换的痕迹。该方法的结果在几个例子中得到了证明。

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    《》|2007年|439-446|共8页
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    Mahdian; Babak; Saic; Stanislav;

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