[PDF][PDF] Effect of compression on sensor-fingerprint based camera identification

M Goljan, M Chen, P Comesaña, J Fridrich - Electronic Imaging, 2016 - library.imaging.org
Camera identification using sensor fingerprints is nowadays a well-established technology
for reliably linking an image or a video clip to a specific camera. The sensor fingerprint is …

Camera identification from HDR images

M Darvish Morshedi Hosseini, M Goljan - Proceedings of the ACM …, 2019 - dl.acm.org
Performance of camera identification methods based on PRNU is very sensitive to geometric
operations applied to images during acquisition and processing. Handling images that have …

Detection of upscale-crop and partial manipulation in surveillance video based on sensor pattern noise

DK Hyun, SJ Ryu, HY Lee, HK Lee - Sensors, 2013 - mdpi.com
In many court cases, surveillance videos are used as significant court evidence. As these
surveillance videos can easily be forged, it may cause serious social issues, such as …

Sensor fingerprint digests for fast camera identification from geometrically distorted images

M Goljan, J Fridrich - Media Watermarking, Security, and …, 2013 - spiedigitallibrary.org
In camera identification using sensor fingerprint, it is absolutely essential that the fingerprint
and the noise residual from a given test image be synchronized. If the signals are …

Scale-robust compressive camera fingerprint matching with random projections

D Valsesia, G Coluccia, T Bianchi… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Recently, we demonstrated that random projections can provide an extremely compact
representation of a camera fingerprint without significantly affecting the matching …

Blind source camera clustering of criminal case data

L Debiasi, E Leitet, K Norell… - 2019 7th International …, 2019 - ieeexplore.ieee.org
This work focuses on the examination of a real word criminal case data set, consisting of still
images found on a suspect's computer during a sexual abuse case investigation. Various …

Camera fingerprint estimation with a Generative Adversarial Network (GAN)

S Chakraborty - Electronic Imaging, 2021 - library.imaging.org
For forensic analysis of digital images or videos, the PRNU or camera fingerprint is the most
important characteristics, for source attribution and manipulation localization. Typically, a …

Sensor-based image manipulation localization with Discriminative Random fields and Graph Cut

S Chakraborty, M Kirchner - Journal of Visual Communication and Image …, 2021 - Elsevier
We present PRNU-based image manipulation localization as a probabilistic labeling task in
a flexible discriminative random field (DRF) setup. Instead of reaching local decisions …

Rotation-tolerant camera identification using optimal tradeoff circular harmonic function correlation filter

DK Hyun, DJ Jung, HY Lee, HK Lee - IEICE TRANSACTIONS on …, 2013 - search.ieice.org
In this paper, we propose a novel camera identification method based on photo-response
non-uniformity (PRNU), which performs well even with rotated videos. One of the …

Effect of JPEG compression on Sensor-based Image Forensics

S Chakraborty - 2021 4th International Conference on …, 2021 - ieeexplore.ieee.org
For the forensic task of camera identification and manipulation localization, the most
promising and widely used algorithms are the ones based on Photo-Response Non …