Multi‐dimensional long short‐term memory networks for artificial Arabic text recognition in news video

O Zayene, SM Touj, J Hennebert, R Ingold… - IET Computer …, 2018 - Wiley Online Library
This study presents a novel approach for Arabic video text recognition based on recurrent
neural networks. In fact, embedded texts in videos represent a rich source of information for …

Open datasets and tools for arabic text detection and recognition in news video frames

O Zayene, S Masmoudi Touj, J Hennebert, R Ingold… - Journal of …, 2018 - mdpi.com
Recognizing texts in video is more complex than in other environments such as scanned
documents. Video texts appear in various colors, unknown fonts and sizes, often affected by …

Multimodal video indexing (mvi): A new method based on machine learning and semi-automatic annotation on large video collections

M Hamroun, K Tamine, B Crespin - International Journal of Image …, 2022 - World Scientific
Indexing video by the concept is one of the most appropriate solutions for such problems. It
is based on an association between a concept and its corresponding visual sound, or textual …

Proposed Deep Learning System for Arabic Text Detection and Recognition

GJ Salman, MSM Altaei - 2023 15th International Conference …, 2023 - ieeexplore.ieee.org
Building a system to recognize Arabic words or texts has been challenging. It's harder when
the text is in various sizes and fonts, regardless of font complexities. This work built a smart …

A novel hybrid memetic search in artificial bee colony algorithm

S Kumar, A Kumar, VK Sharma… - 2014 Seventh …, 2014 - ieeexplore.ieee.org
Artificial Bee Colony (ABC) algorithm is a Nature Inspired Algorithm (NIA). ABC is motivated
by clever food foraging behavior of honey bees. Comparable to other population based …

Deep fcn for Arabic scene text detection

I Beltaief, MB Halima - … Workshop on Arabic and Derived Script …, 2018 - ieeexplore.ieee.org
Visual text is considered as one of the major indispensable aspects of communication field
used by individuals and broadly applied in our daily Transactions. Thus, detecting and …

Detection and recognition of arabic text in video frames

W Ohyama, S Iwata, T Wakabayashi… - 2017 14th IAPR …, 2017 - ieeexplore.ieee.org
The authors have developed an end-to-end system for Arabic text recognition in video
frames. The end-to-end system consists of the steps for text-line detection, word …

Icdar2017 competition on arabic text detection and recognition in multi-resolution video frames

O Zayene, J Hennebert, R Ingold… - 2017 14th IAPR …, 2017 - ieeexplore.ieee.org
This paper describes the multi-resolution Arabic Text detection and recognition in Video
Competition-AcTiVComp held in the context of the 14 th International Conference on …

Arabic text-based video indexing and retrieval system enhanced by semantic content and relevance feedback

M Hamroun, S Lajmi, H Nicolas… - 2019 IEEE/ACS 16th …, 2019 - ieeexplore.ieee.org
Nowadays, the Internet remains the essential source of access to scientific and technical
information. In some languages, including Arabic, the means used to search for information …

ICPR2020 competition on text detection and recognition in arabic news video frames

O Zayene, R Ingold, NE BenAmara… - … Conference on Pattern …, 2021 - Springer
After the success of the two first editions of the “Arabic Text in Videos Competition—
AcTiVComp”, we are proposing to organize a new edition in conjunction with the 25 th …