Determining image origin and integrity using sensor noise

M Chen, J Fridrich, M Goljan… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
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 …

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 …

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 …

Camera identification from cropped and scaled images

M Goljan, J Fridrich - Security, Forensics, Steganography, and …, 2008 - spiedigitallibrary.org
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 …

Using sensor pattern noise for camera model identification

T Filler, J Fridrich, M Goljan - 2008 15th IEEE international …, 2008 - ieeexplore.ieee.org
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 …

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 …

Source camera identification based on content-adaptive fusion residual networks

P Yang, R Ni, Y Zhao, W Zhao - Pattern Recognition Letters, 2019 - Elsevier
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 …

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 …

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 …

Identifying source camera using guided image estimation and block weighted average

LB Zhang, F Peng, M Long - Journal of Visual Communication and Image …, 2017 - Elsevier
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 …