Automatic processing of Historical Arabic Documents: a comprehensive survey

MI Khedher, H Jmila, MA El-Yacoubi - Pattern Recognition, 2020 - Elsevier
Nowadays, there is a huge amount of Historical Arabic Documents (HAD) in the national
libraries and archives around the world. Analyzing this type of data manually is a difficult and …

SHIBR—The Swedish historical birth records: A semi-annotated dataset

A Cheddad, H Kusetogullari, A Hilmkil, L Sundin… - Neural Computing and …, 2021 - Springer
This paper presents a digital image dataset of historical handwritten birth records stored in
the archives of several parishes across Sweden, together with the corresponding metadata …

Experiment study on utilizing convolutional neural networks to recognize historical Arabic handwritten text

R Alaasam, B Kurar, M Kassis… - 2017 1st International …, 2017 - ieeexplore.ieee.org
Deep learning is a form of hierarchical learning, it consists of multiple layers of
representations that gradually transform data into high level concepts. Deep learning has …

Word spotting using radial descriptor graph

M Kassis, J El-Sana - 2016 15th International Conference on …, 2016 - ieeexplore.ieee.org
In this paper we present, the Radial Descriptor Graph, a novel approach to compare pictorial
representation of handwritten text, which is based on the radial descriptor. To build a radial …

Handwriting word spotting in the space of difference between representations using vision transformers

M Mhiri, M Hamdan, M Cheriet - Pattern Recognition Letters, 2023 - Elsevier
Word spotting in handwritten documents is challenging due to the high intra-class and inter-
class variability of handwritten forms. This paper addresses the word spotting problem in the …

Synthesizing versus augmentation for arabic word recognition with convolutional neural networks

R Alaasam, BK Barakat… - 2018 IEEE 2nd …, 2018 - ieeexplore.ieee.org
In this paper, we present a sub-word recognition method for historical Arabic manuscripts,
using convolutional neural networks. We investigate the benefit of extending training set with …

Keyword retrieval using scale-space pyramid

I Rabaev, K Kedem, J El-Sana - 2016 12th IAPR Workshop on …, 2016 - ieeexplore.ieee.org
We propose a pyramid-based method for keyword spotting in historical document images.
The documents are represented by a scale-space pyramid of their features. The search for a …

Word of blobs

J El-Sana, K Kedem - 2015 13th International Conference on …, 2015 - ieeexplore.ieee.org
In this paper, we present a novel scheme for subdividing a pictorial representation of a word
or word-part into a sequence of blobs, that resemble the stroke representing the word. These …