Automatic source scanner identification using 1D convolutional neural network
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 …
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 …
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.
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 …
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
Abstract Knowledge of source smartphone corresponding to a document image can be
helpful in a variety of applications including copyright infringement, ownership attribution …
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 …
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
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 …
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 …
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 …
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 …
(SSI), that is to say, identifying the scanner at the origin of a scanned document. Solutions …