Automatic source scanner identification using 1D convolutional neural network

C Ben Rabah, G Coatrieux, R Abdelfattah - Multimedia Tools and …, 2022 - Springer
In this digital world, digitized documents can be considered original or a piece of evidence;
checking the authenticity of any suspicious image has become an unavoidable concern to …

The supatlantique scanned documents database for digital image forensics purposes

CB Rabah, G Coatrieux… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
The ease of use and the capabilities of image editing tools has raised the challenges in the
emerging field of digital image forensics related to scanned documents. Unfortunately, the …

[PDF][PDF] Boosting up Source Scanner Identification Using Wavelets and Convolutional Neural Networks.

CB Rabah, G Coatrieux, R Abdelfattah - Traitement du signal, 2020 - academia.edu
In today's media age, where dematerialization of documents facilitates and accelerates
many administrative processes, it is crucial to verify the origin of digital documents and the …

First steps toward CNN based source classification of document images shared over messaging app

S Joshi, S Saxena, N Khanna - Signal Processing: Image Communication, 2019 - Elsevier
Abstract Knowledge of source smartphone corresponding to a document image can be
helpful in a variety of applications including copyright infringement, ownership attribution …

Semi-blind source scanner identification

CB Rabah, G Coatrieux… - … Conference on Internet …, 2019 - ieeexplore.ieee.org
In this paper, we focus on the identification of a scanner at the origin of a given scanned
document provided by a public or private organization. Such documents have generally a …

Scanner model identification of official documents using noise parameters estimation in the wavelet domain

C Ben Rabah, G Coatrieux, R Abdelfattah - Advanced Concepts for …, 2018 - Springer
In this article, we propose a novel approach for discerning which scanner has been used to
scan a particular document. Its originality relates to a signature extracted in the wavelet …

A Hybrid 2D-1D CNN for Scanner Device Linking Based on Scanning Noise

CB Rabah, G Coatrieux… - 2023 IEEE Symposium …, 2023 - ieeexplore.ieee.org
Ensuring the authenticity of scanned documents is of major concern, these ones being often
admitted as evidence by organizations.“Is there any way to verify that a document was …

Analysis of scanned documents for integrity and authenticity checking

CB Rabah - 2021 - theses.hal.science
There is no universal method for detecting counterfeit images. Several techniques have
been proposed but each has its limits. Among these methods, the so-called" forensic digital …

[HTML][HTML] Boosting up Source Scanner Identification Using Wavelets and Convolutional Neural Networks Boosting up Source Scanner Identification Using Wavelets …

In this paper, we present a conceptually innovative method for source scanner identification
(SSI), that is to say, identifying the scanner at the origin of a scanned document. Solutions …