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Determining image origin and integrity using sensor noise
In this paper, we provide a unified framework for identifying the source digital camera from
its images and for revealing digitally altered images using photo-response nonuniformity …
its images and for revealing digitally altered images using photo-response nonuniformity …
Source camera identification using enhanced sensor pattern noise
CT Li - IEEE Transactions on Information Forensics and …, 2010 - ieeexplore.ieee.org
Sensor pattern noises (SPNs), extracted from digital images to serve as the fingerprints of
imaging devices, have been proved as an effective way for digital device identification …
imaging devices, have been proved as an effective way for digital device identification …
Digital image forensics
J Fridrich - IEEE Signal Processing Magazine, 2009 - ieeexplore.ieee.org
The article explains how photo-response nonuniformity (PRNU) of imaging sensors can be
used for a variety of important digital forensic tasks, such as device identification, device …
used for a variety of important digital forensic tasks, such as device identification, device …
Camera identification from cropped and scaled images
In this paper, we extend our camera identification technology based on sensor noise to a
more general setting when the image under investigation has been simultaneously cropped …
more general setting when the image under investigation has been simultaneously cropped …
Using sensor pattern noise for camera model identification
Sensor photo-response non-uniformity (PRNU) was introduced by Lukáš et al.[1] to solve the
problem of digital camera sensor identification. The PRNU is the main component of a …
problem of digital camera sensor identification. The PRNU is the main component of a …
Digital camera identification from images–estimating false acceptance probability
M Goljan - International workshop on digital watermarking, 2008 - Springer
Photo-response non-uniformity noise present in output signals of CCD and CMOS sensors
has been used as fingerprint to uniquely identify the source digital camera that took the …
has been used as fingerprint to uniquely identify the source digital camera that took the …
Source camera identification based on content-adaptive fusion residual networks
Source camera identification is still a hard task in forensics community, especially for the
case of the query images with small size. In this paper, we propose a solution to identify the …
case of the query images with small size. In this paper, we propose a solution to identify the …
Sensor defects in digital image forensic
J Fridrich - Digital Image Forensics: There is more to a picture than …, 2012 - Springer
Just as human fingerprints or skin blemishes can be used for forensic purposes,
imperfections of digital imaging sensors can serve as unique identifiers in numerous …
imperfections of digital imaging sensors can serve as unique identifiers in numerous …
Feature-based forensic camera model identification
T Gloe - Transactions on Data Hiding and Multimedia Security …, 2012 - Springer
State-of-the-art digital forensic techniques for camera model identification draw attention on
different sets of features to assign an image to the employed source model. This paper …
different sets of features to assign an image to the employed source model. This paper …
Identifying source camera using guided image estimation and block weighted average
Sensor pattern noise (SPN) has been widely used in source camera identification. However,
the SPN extracted from natural image may be contaminated by its content and eventually …
the SPN extracted from natural image may be contaminated by its content and eventually …