Data-driven feature characterization techniques for laser printer attribution

A Ferreira, L Bondi, L Baroffio… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Laser printer attribution is an increasing problem with several applications, such as pointing
out the ownership of crime proofs and authentication of printed documents. However, as …

Laser printer attribution: Exploring new features and beyond

A Ferreira, LC Navarro, G Pinheiro… - Forensic science …, 2015 - Elsevier
With a huge amount of printed documents nowadays, identifying their source is useful for
criminal investigations and also to authenticate digital copies of a document. In this paper …

Microscopic printing analysis and application for classification of source printer

QT Nguyen, A Mai, L Chagas, N Reverdy-Bruas - Computers & security, 2021 - Elsevier
Identifying a forged printed document with scanned evidence can be a challenge.
Microscopic printing is showing random shape which depends on the printing source as well …

Deep learning for printed document source identification

MJ Tsai, YH Tao, I Yuadi - Signal Processing: Image Communication, 2019 - Elsevier
Due to the rapid development of the information technology and wide use of the Internet,
Information is easily to be obtained in the form of digital format. Digital content can be freely …

Vipprint: Validating synthetic image detection and source linking methods on a large scale dataset of printed documents

A Ferreira, E Nowroozi, M Barni - Journal of Imaging, 2021 - mdpi.com
The possibility of carrying out a meaningful forensic analysis on printed and scanned
images plays a major role in many applications. First of all, printed documents are often …

Single classifier-based passive system for source printer classification using local texture features

S Joshi, N Khanna - IEEE Transactions on Information …, 2017 - ieeexplore.ieee.org
An important aspect of examining printed documents for potential forgeries and copyright
infringement is the identification of the source printer as it can be helpful for detecting forged …

Document forgery detection using printer source identification—a text-independent approach

M Bibi, A Hamid, M Moetesum… - … Conference on Document …, 2019 - ieeexplore.ieee.org
Source printer identification for printed document forgery detection has gained much
significance in recent years. Traditional techniques employed in the literature are highly text …

Decision-theoretic model to identify printed sources

MJ Tsai, I Yuadi, YH Tao - Multimedia Tools and Applications, 2018 - Springer
When trying to identify a printed forged document, examining digital evidence can prove to
be a challenge. Over the past several years, digital forensics for printed document source …

Learning deep features for source color laser printer identification based on cascaded learning

DG Kim, JU Hou, HK Lee - Neurocomputing, 2019 - Elsevier
Color laser printers have fast printing speed and high resolution, and forgeries using color
laser printers can cause significant harm to society. A source printer identification technique …

Color laser printer identification using photographed halftone images

DG Kim, HK Lee - 2014 22nd European Signal Processing …, 2014 - ieeexplore.ieee.org
Due to the spread of color laser printers to the general public, numerous forgeries are made
by color laser printers. Printer identification is essential to preventing damage caused by …