Printed and scanned document authentication using robust layout descriptor matching

P Gomez-Krämer, K Rouis, AO Diallo… - Multimedia Tools and …, 2024 - Springer
Automatic document authentication is a complex task. The aim is to prove that the document
at hand is not a fraudulent one. This can be achieved through a fingerprint that is based on …

Online handwritten scripts classification using fuzzy attributed relational graphs

R Zitouni, H Bezine, N Arous - International Journal of Machine Learning …, 2024 - Springer
Graphs serve as highly powerful representational tools which are particularly well-suited for
a great variety of computer applications such as computer vision and handwriting …

[HTML][HTML] Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing

DB Blumenthal, N Boria, S Bougleux, L Brun… - Information Systems, 2021 - Elsevier
In this paper, we present GMG-BCU—a local search algorithm based on block coordinate
update for estimating a generalized median graph for a given collection of labeled or …

The structural properties of fuzzy median graphs

A Mohan, MV Dhanyamol, S Mathew - Journal of Applied Mathematics and …, 2024 - Springer
This paper investigates the relationship between fuzzy median graphs and blocks, which are
important concepts in fuzzy graph theory, particularly in terms of connectivity. The main focus …

Kyrtos: A methodology for automatic deep analysis of graphic charts with curves in technical documents

MS Alexiou, NG Bourbakis - Pattern Recognition, 2025 - Elsevier
Abstract Deep Understanding of Technical Documents (DUTD) has become a very attractive
field with great potential due to large amounts of accumulated documents and the valuable …

Shall deep learning be the mandatory future of document analysis problems?

N Vincent, JM Ogier - Pattern Recognition, 2019 - Elsevier
As the use of deep methods become widespread in the scientific community, causing major
changes in systems architecture and position in terms of knowledge acquisition, we report …

An efficient document information retrieval using hybrid global search optimization algorithm with density based clustering technique

B Inje, KK Nagwanshi, RK Rambola - Cluster Computing, 2024 - Springer
Due to the increased size of data, there is a need for retrieving the right document for the
user efficiently, which finds various applications in the research community. In this work, we …

Generalized median graph via iterative alternate minimizations

N Boria, S Bougleux, B Gaüzère, L Brun - … 2019, Tours, France, June 19–21 …, 2019 - Springer
Computing a graph prototype may constitute a core element for clustering or classification
tasks. However, its computation is an NP-Hard problem, even for simple classes of graphs …

RETRACTED ARTICLE: A novel two-stage optimized model for logo-based document image retrieval based on a soft computing framework

K Raveendra, T Karthikeyan, V Rajendran, PVN Reddy - Soft Computing, 2021 - Springer
The rapid development of internet helps in organizing documents based on their specific
data for large-scale organizations to small-scale organizations. Document retrieval system …

[PDF][PDF] Triplet CNN-based Word Spotting of Historical Arabic Documents.

A Fathallah, MI Khedher, MA El-Yacoubi… - Aust. J. Intell. Inf …, 2019 - researchgate.net
Word Spotting of Historical Arabic Documents is a challenging task due to the complexity of
document layouts. This paper proposes a novel word spotting approach that consists of …