Forpix - Software for detecting affine image files
forpix is a forensic program for identifying similar images that are no
longer identical due to image manipulation. Hereinafter I will describe
the technical background for the basic understanding of the need for
such a program and how it works.
From image files or files in general you can create so-called
cryptologic hash values, which represent a kind of fingerprint of the
file. In practice, these values have the characteristic of being unique.
Therefore, if a hash value for a given image is known, the image can be
uniquely identified in a large amount of other images by the hash
value. The advantage of this fully automated procedure is that the
semantic perception of the image content by a human is not required.
This methodology is an integral and fundamental component of an
effective forensic investigation.
Due to the avalanche effect, which is a necessary feature of
cryptologic hash functions, a minimum -for a human not to be recognized-
change of the image causes a drastic change of the hash value. Although
the original image and the manipulated image are almost identical, this
will not apply to the hash values any more. Therefore the above
mentioned application for identification is ineffective in the case of
similar images.
A method was applied that resolves the ineffectiveness of cryptologic
hash values. It uses the fact that an offender is interested to preserve
certain image content. In some degree, this will preserve the contrast
as well as the color and frequency distribution. The method provides
three algorithms to generate robust hash values of the mentioned image
features. In case of a manipulation of the image, the hash values change
either not at all or only moderately similar to the degree of
manipulation. By comparing the hash values of a known image with those
of a large quantity of other images, similar images can now be
recognized fully automated.
Forpix - Software for detecting affine image files
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