Identification of the source camera of images based on convolutional neural network

N Huang, J He, N Zhu, X Xuan, G Liu, C Chang - Digital Investigation, 2018 - Elsevier
Identification of the source of images is an indispensable part of digital forensics that involve
images. Although the correlation between images and imaging devices could be …

Source Camera Identification Techniques: A Survey

CE Nwokeji, A Sheikh-Akbari, A Gorbenko, I Mporas - Journal of Imaging, 2024 - mdpi.com
The successful investigation and prosecution of significant crimes, including child
pornography, insurance fraud, movie piracy, traffic monitoring, and scientific fraud, hinge …

Fast image clustering based on compressed camera fingerprints

S Khan, T Bianchi - Signal Processing: Image Communication, 2021 - Elsevier
Every camera sensor leaves unique traces on the acquired images that can be thought of as
a camera fingerprint. This work presents an efficient algorithm for clustering images based …

[HTML][HTML] Radon transform of image monotonic rearrangements as feature for noise sensor signature

V Bruni, S Marconi, G Monteverde, D Vitulano - Applied Mathematics and …, 2023 - Elsevier
Source camera identification represents a delicate, crucial but challenging task in digital
forensics, especially when an image has to be used as a proof in a court of law. This paper …

Canopy approach of image clustering based on camera fingerprints

S Khan - Multimedia Tools and Applications, 2022 - Springer
The paper presents a canopy based image clustering algorithm using normalized cross-
correlation among the camera fingerprints as a decision criterion. The proposed framework …

Fast image clustering based on camera fingerprint ordering

S Khan, T Bianchi - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
This work presents a new camera fingerprint-based image clustering algorithm. The
proposed algorithm is based on sorting the camera fingerprints according to information that …

Coherence of PRNU weighted estimations for improved source camera identification

V Bruni, M Tartaglione, D Vitulano - Multimedia Tools and Applications, 2022 - Springer
This paper presents a method for Photo Response Non Uniformity (PRNU) pattern noise
based camera identification. It takes advantage of the coherence between different PRNU …

Reduced complexity image clustering based on camera fingerprints

S Khan, T Bianchi - ICASSP 2019-2019 IEEE International …, 2019 - ieeexplore.ieee.org
This work presents a reduced complexity image clustering (RCIC) algorithm that blindly
groups images based on their camera fingerprint. The algorithm does not need any prior …

Blind image clustering based on PRNU with reduced computational complexity

SN Mufti, S Khan - 2022 International Conference on IT and …, 2022 - ieeexplore.ieee.org
The blind clustering of images without any prior information is always challenging for
forensics experts. The problem gets severe in the case of a large dataset where the …

SVM-Driven Approach for Source Camera Identification

C Anitha - 2024 8th International Conference on Electronics …, 2024 - ieeexplore.ieee.org
This research study presents a Support Vector Machine (SVM)-driven approach for source
camera identification, focusing on extracting Sensor Pattern Noise (SPN) as a distinctive …