1-D DCT domain analysis for JPEG double compression detection

O Giudice, F Guarnera, A Paratore… - Image Analysis and …, 2019 - Springer
… the Benford-Fourier theory and improved it in [23] or even more [24] to face also multi (up to
three) JPEG … of benford-fourier coefficients. In: IEEE International Workshop on Information …

Block-level double JPEG compression detection for image forgery localization

V Verma, D Singh, N Khanna - Multimedia Tools and Applications, 2024 - Springer
… DCT coefficients F(u, v) to obtain the quantized DCT coefficients \(F_q(u,v)\) (Equation (5)).
Note that quantization is the main source of the loss in the JPEG compression due to its many-…

[PDF][PDF] 1-D DCT Domain Analysis for JPEG Double Compression Detection

A Paratore, S Battiato - iplab.dmi.unict.it
… A benford-fourier JPEG compression detector. In: IEEE International Conference on Image
Multiple JPEG compression detection by means of benford-fourier coefficients. IEEE …

[PDF][PDF] Double JPEG Compression Detection Using Spatial-Domain Deep Neural Networks

M Rahmati, F Razzazi, A Behrad - neural networks, 2022 - journals.iau.ir
… image content to have a more accurate detection. The convolutional neural network (CNN) …
provide acceptable detection accuracy and sensitivity to quality factors (QFs) in two scenarios…

A robust JPEG compression detector for image forensics

C Kumawat, V Pankajakshan - Signal Processing: Image Communication, 2020 - Elsevier
detecting the traces of previous JPEG compression in images stored in an uncompressed
format. Such a scenario arises in manydetector based on the statistics of Benford-Fourier (BF) …

Double and triple compression-based forgery detection in JPEG images using deep convolutional neural network

J Bakas, S Ramachandra… - Journal of electronic …, 2020 - spiedigitallibrary.org
… of BenfordFourier coefficients that enabled detecting the number of compression stages …
results pertaining to multiple compression detection in JPEG images. Overlapping blocks of …

Using machine learning and the first digit law to detect forgeries in digital images

HC Nguyen, DT Vo - International Journal of Electronic …, 2019 - inderscienceonline.com
detector of JPEG compression traces in uncompressed formats based on Benford-Fourier
coefficients … We will consider multiple compressed JPEG images (more than two times of …

Non-aligned double JPEG compression detection based on refined Markov features in QDCT domain

J Wang, W Huang, X Luo, YQ Shi, SK Jha - Journal of Real-Time Image …, 2020 - Springer
Multiple jpeg compression detection by means of benford-fourier coefficients. In: Information
Forensics and Security (WIFS), 2014 IEEE International Workshop on IEEE, pp. 113–118 (…

On the use of Benford's law to detect GAN-generated images

N Bonettini, P Bestagini, S Milani… - 2020 25th international …, 2021 - ieeexplore.ieee.org
… Additionally, we discuss resilience to JPEG compression in order to better define the … [11]
address the multiple JPEG compression detection problem by means of Benford-Fourier

Double JPEG compression detection based on Markov model

J Wang, W Huang, X Luo, YQ Shi - International Workshop on Digital …, 2019 - Springer
coefficients, and the one in [9] relies on Benford-Fourier analysis. However, a major drawback
of these methods … scenario, several other methods for detecting double compression have …