[PDF][PDF] Arabic Optical Character Recognition: A Review.

S Alghyaline - CMES-Computer Modeling in Engineering & …, 2023 - researchgate.net
This study aims to review the latest contributions in Arabic Optical Character Recognition
(OCR) during the last decade, which helps interested researchers know the existing …

Comparative study on deep convolution neural networks DCNN-based offline Arabic handwriting recognition

TM Ghanim, MI Khalil, HM Abbas - IEEE Access, 2020 - ieeexplore.ieee.org
Recently, deep learning techniques demonstrated efficiency in building better performing
machine learning models which are required in the field of offline Arabic handwriting …

Segmentation of handwritten arabic graphemes using a directed convolutional neural network and mathematical morphology operations

M Elkhayati, Y Elkettani, M Mourchid - Pattern Recognition, 2022 - Elsevier
Due to the nature of Arabic handwriting, segmenting words into characters/graphemes is the
most difficult and critical task of the recognition system. The present paper proposes an …

Analysis of Cursive Text Recognition Systems: A Systematic Literature Review

S Khan, S Nazir, HU Khan - ACM Transactions on Asian and Low …, 2023 - dl.acm.org
Regional and cultural diversities around the world have given birth to a large number of
writing systems and scripts, which consist of varying character sets. Developing an optimal …

Sleep staging by bidirectional long short-term memory convolution neural network

X Chen, J He, X Wu, W Yan, W Wei - Future Generation Computer Systems, 2020 - Elsevier
Sleep is an indispensable physiological activity for human beings, which can supplement,
enhance resistance, promote the normal growth and development, gets sufficient rest of …

Handwritten Arabic and Roman word recognition using holistic approach

S Malakar, S Sahoo, A Chakraborty, R Sarkar… - The Visual …, 2023 - Springer
The research community considers handwritten word recognition (HWR) as an open
research problem to date. The reasons behind this are variations in intra-/interpersonal …

[PDF][PDF] Improving CNN-BGRU Hybrid Network for Arabic Handwritten Text Recognition.

S Haboubi, T Guesmi, BM Alshammari… - … Materials & Continua, 2022 - cdn.techscience.cn
Handwriting recognition is a challenge that interests many researchers around the world. As
an exception, handwritten Arabic script has many objectives that remain to be overcome …

Stacked autoencoder for Arabic handwriting word recognition

S Benbakreti, M Benouis… - International …, 2021 - inderscienceonline.com
Arabic handwritten recognition systems face several challenges such as the very diverse
scripting styles, the presence of pseudo-words and the position-dependent shape of a …

Driver behavior analysis and warning system for digital cockpit based on driving data

JK Choi, YJ Kwon, K Kim, J Jeon… - … on Information and …, 2019 - ieeexplore.ieee.org
The advanced digital cockpit system we are developing now recognizes the driver's
condition and emotions and analyzes the driver's behavior to give appropriate visual and …

Off-Line arabic handwritten words segmentation using morphological operators

N AbdAllah, S Viriri - arXiv preprint arXiv:2101.02797, 2021 - arxiv.org
The main aim of this study is the assessment and discussion of a model for hand-written
Arabic through segmentation. The framework is proposed based on three steps: pre …