Off-Line Arabic Handwritten Characters Recognition Based on a Hidden Markov Models. - Mustapha Amrouch; M. Elyassa; Ali Rachidi; Driss Mammass (ICISP, 2008)

Arabic documents classification using fuzzy R.B.F. classifier with sliding window - Taher Zaki; Mustapha Amrouch; Driss Mammass; Abdellatif Ennaji (CoRR, 2013)

An improved Arabic handwritten recognition system using embedded training based on HMMs. - Mustapha Amrouch; Mouhcine Rabi; Driss Mammass (AICCSA, 2016)

Convolutional Feature Learning and CNN Based HMM for Arabic Handwriting Recognition. - Mustapha Amrouch; Mouhcine Rabi; Youssef Es-saady (ICISP, 2018)

Recognition of Cursive Arabic Handwritten Text Using Embedded Training Based on Hidden Markov Models. - Mouhcine Rabi; Mustapha Amrouch; Zouhir Mahani (Int. J. Pattern Recognit. Artif. Intell., 2018)

Cursive Arabic Handwriting Recognition System Without Explicit Segmentation Based on Hidden Markov Models. - Mouhcine Rabi; Mustapha Amrouch; Zouhair Mahani (J. Data Min. Digit. Humanit., 2018)

Convolutional Neural Networks Backbones for Object Detection. - Ayoub Benali Amjoud; Mustapha Amrouch (ICISP, 2020)

Transfer Learning for Automatic Image Orientation Detection Using Deep Learning and Logistic Regression. - Ayoub Benali Amjoud; Mustapha Amrouch (IEEE Access, 2022)

Object Detection Using Deep Learning, CNNs and Vision Transformers: A Review. - Ayoub Benali Amjoud; Mustapha Amrouch (IEEE Access, 2023)

Enhancing Arabic Handwritten Recognition System Based CNN-BLSTM Using Generative Adversarial Networks. - Mouhcine Rabi; Mustapha Amrouch (ICALP (2), 2024)