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Author

Mustapha Amrouch

Observed names: Amrouch Mustapha, Amrouch, M., Amrouch, Mustapha, M. Amrouch, Mustapha AMROUCH
Observed institution: Université Ibn Zohr
ORCID: 0000-0002-4237-8576
Observed ORCID: 0000-0002-4237-8576
OpenAlex ID: A5002247412
Object Detection Using Deep Learning, CNNs and Vision Transformers: A Review
2023 · Ayoub Benali Amjoud, Mustapha Amrouch · IEEE Access · 393
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Convolutional Neural Networks Backbones for Object Detection
2020 · Ayoub Benali Amjoud, Mustapha Amrouch · Lecture notes in computer science · 68
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Convolutional Feature Learning and CNN Based HMM for Arabic Handwriting Recognition
2018 · Mustapha Amrouch, Mouhcine Rabi, et al. · Lecture notes in computer science · 36
Recognition of cursive Arabic handwritten text using embedded training based on HMMs
2017 · Rabi Mouhcine, Amrouch Mustapha, et al. · Journal of Electrical Systems and Information Technology · 32
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Recognition of Cursive Arabic Handwritten Text Using Embedded Training Based on Hidden Markov Models
2017 · Mouhcine Rabi, Mustapha Amrouch, et al. · International Journal of Pattern Recognition and Artificial Intelligence · 26
Automatic Generation of Chest X-ray Reports Using a Transformer-based Deep Learning Model
2021 · Ayoub Benali Amjoud, Mustapha Amrouch · International Conference on Intelligent Computing in Data Sciences (ICDS) · 25
Transfer Learning for Automatic Image Orientation Detection Using Deep Learning and Logistic Regression
2022 · Ayoub Benali Amjoud, Mustapha Amrouch · IEEE Access · 24
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Deep Neural Networks Features for Arabic Handwriting Recognition
2017 · Mustapha Amrouch, Mouhcine Rabi · Lecture notes in networks and systems · 16
Cursive Arabic Handwriting Recognition System Without Explicit Segmentation Based on Hidden Markov Models
2018 · Mouhcine Rabi, Mustapha Amrouch, et al. · Journal of Data Mining & Digital Humanities · 15
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Printed amazigh character recognition by a hybrid approach based on Hidden Markov Models and the Hough transform
2009 · M. Amrouch, Y. Es saady, et al. · IEEE International Conference on Multimedia Computing and Systems (ICMCS) · 15
Handwritten Amazigh Character Recognition Based On Hidden Markov Models
· M. Amrouch, Y. Es-saady, et al. · 15
Recognition of cursive Arabic handwritten text using embedded training based on HMMs
2016 · Mouhcine Rabi, Mustapha Amrouch, et al. · International Conference on Engineering & MIS (ICEMIS) · 12
A Novel Feature Set for Recognition of Printed Amazigh Text using Maximum Deviation and HMM
2012 · M. Amrouch, Y. Es-Saady, et al. · International Journal of Computer Applications · 9
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Handwritten Tifinagh Character Recognition Using Baselines Detection Features
2014 · Youssef Es-Saady, Mustapha Amrouch, et al. · 7
Evaluation of Features Extraction and Classification Techniques for Offline Handwritten Tifinagh Recognition
2017 · Mouhcine Rabi, Mustapha Amrouch, et al. · Global Journal of Computer Science and Technology · 6
Off-Line Arabic Handwritten Characters Recognition Based on a Hidden Markov Models
2008 · M. Amrouch, M. Elyassa, et al. · Lecture notes in computer science · 6
Hybrid HMM/MLP Models for Recognizing Unconstrained Cursive Arabic Handwritten Text
2017 · Mouhcine Rabi, Mustapha Amrouch, et al. · Lecture notes in networks and systems · 5
Contextual Arabic Handwriting Recognition System using Embedded Training based Hybrid HMM/MLP Models
2017 · Mouhcine Rabi, Mustapha Amrouch, et al. · Transactions on Machine Learning and Artificial Intelligence · 5
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A Survey of Contextual Handwritten Recognition Systems based HMMs for Cursive Arabic and Latin Script
2017 · Mouhcine Rabi, Mustapha Amrouch, et al. · International Journal of Computer Applications · 5
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Strong consistency estimators of the Brennan‐Schwartz diffusion process based on martingales approach
2022 · Youness El Ansari, Toufik Chaayra, et al. · Stat · 4
An improved Arabic handwritten recognition system using embedded training based on HMMs
2016 · Mustapha Amrouch, Mouhcine Rabi, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 4
The Relevant CNNs Features Based HMM for Arabic Handwriting Recognition
2017 · Mustapha Amrouch, Mouhcine Rabi · International journal of imaging and robotics · 3
Amazigh Characters Automatic Recognition: Overview and Prospects
2014 · Ali Rachidi, Mustapha Eddahibi, et al. · 2
An Efficient Arabic HMM System Based on Convolutional Features Learning
2019 · Mustapha AMROUCH, Mouhcine RABI, et al. · International Conference of Computer Science and Renewable Energies (ICCSRE) · 1
Reconnaissance de caractères imprimés et manuscrits,textes et documents basée sur les modèles de Markov cachés
2012 · Amrouch, Mustapha · Toubkal · 1
Works count: 28
Citation count: 735
H-index: 12
I10-index: 12
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