SVM-Based Face Recognition Using Genetic Search for Frequency-Feature Subset Selection. - Aouatif Amine; Mohammed Rziza; Driss Aboutajdine (ICISP, 2008)

Investigation of feature dimension reduction based DCT/SVM for face recognition. - Aouatif Amine; Sanaa Ghouzali; Mohammed Rziza; Driss Aboutajdine (ISCC, 2008)

A New gene selection approach based on Minimum Redundancy-Maximum Relevance (MRMR) and Genetic Algorithm (GA). - Ali El Akadi; Aouatif Amine; Abdeljalil El Ouardighi; Driss Aboutajdine (AICCSA, 2009)

Driver's Fatigue and Drowsiness Detection to Reduce Traffic Accidents on Road. - Nawal Alioua; Aouatif Amine; Mohammed Rziza; Driss Aboutajdine (CAIP (2), 2011)

Eye State Analysis using Iris Detection to Extract Driver's Micro-sleep Periods. - Nawal Alioua; Aouatif Amine; Driss Aboutajdine; Mohammed Rziza (VISAPP, 2011)

A two-stage gene selection scheme utilizing MRMR filter and GA wrapper. - Ali El Akadi; Aouatif Amine; Abdeljalil El Ouardighi; Driss Aboutajdine (Knowl. Inf. Syst., 2011)

Noise Reduction in Medical Images - comparison of noise removal algorithms -. - Hind Oulhaj; Aouatif Amine; Mohammed Rziza; Driss Aboutajdine (ICMCS, 2012)

Head pose estimation based on steerable filters and likelihood parametrized function. - Nawal Alioua; Aouatif Amine; Mohammed Rziza; Abdelaziz Bensrhair; Driss Aboutajdine (EUSIPCO, 2013)

Monitoring drivers drowsiness using a wide angle lens. - Aouatif Amine; Nawal Alioua; Frederick Zann; Yassine Ruichek; Nabil Hmina (ITSC, 2013)

A hybrid mobile object tracker based on the modified Cuckoo Search algorithm and the Kalman Filter. - Tarik Ljouad; Aouatif Amine; Mohammed Rziza (Pattern Recognit., 2014)

Pre collision detection system for pedestrian safety based on HOL. - Youssef Azdoud; Aouatif Amine; Nawal Alioua; Mohammed Rziza (AICCSA, 2015)

Estimating driver head pose using steerable pyramid and probabilistic learning. - Nawal Alioua; Aouatif Amine; Abdelaziz Bensrhair; Mohammed Rziza (Int. J. Comput. Vis. Robotics, 2015)

Texture classification using relative phase and Gaussian mixture models in the complex wavelet domain. - Hind Oulhaj; Mohammed Rziza; Aouatif Amine; Rachid Jennane; Mohammed El Hassouni (AICCSA, 2016)

Smart city: Recommendation of personalized services in patrimony tourism. - Chaymae Benfares; Younes El Bouzekri El Idrissi; Aouatif Amine (CIST, 2016)

A Robust Approach for Mammographic Image Classification Using NSVC Algorithm: Extended Abstract. - Mohammed Ngadi; Aouatif Amine; Bouchra Nassih (MedPRAI, 2016)

The Performance of LBP and NSVC Combination Applied to Face Classification. - Mohammed Ngadi; Aouatif Amine; Bouchra Nassih; Hanaa Hachimi; Adnane El-Attar (Appl. Comput. Intell. Soft Comput., 2016)

Driver head pose estimation using efficient descriptor fusion. - Nawal Alioua; Aouatif Amine; Alexandrina Rogozan; Abdelaziz Bensrhair; Mohammed Rziza (EURASIP J. Image Video Process., 2016)

The Hexagonal Geometrical Structure of the N-Coverage Networks in the G2-Lie Algebra Framework. - Aouatif Amine; Adil Belhaj; Moulay Brahim Sedra (Wirel. Pers. Commun., 2016)

Accurate dense stereo matching for road scenes. - Oussama Zeglazi; Mohammed Rziza; Aouatif Amine; Cédric Demonceaux (ICIP, 2017)

Fully anisotropic morlet transform for the study of the trabecular bone texture variations. - Hind Oulhaj; Mohammed El Hassouni; Aouatif Amine; Mohammed Rziza; Rachid Jennane (SAC, 2017)

An enhanced cross-scale adaptive cost aggregation for stereo matching. - Oussama Zeglazi; Mohammed Rziza; Aouatif Amine (WINCOM, 2017)

Trabecular bone characterization using circular parametric models. - Hind Oulhaj; Mohammed Rziza; Aouatif Amine; Hechmi Toumi; Eric Lespessailles; Rachid Jennane; Mohammed El Hassouni (Biomed. Signal Process. Control., 2017)

Anisotropic Discrete Dual-Tree Wavelet Transform for Improved Classification of Trabecular Bone. - Hind Oulhaj; Mohammed Rziza; Aouatif Amine; Hechmi Toumi; Eric Lespessailles; Mohammed El Hassouni; Rachid Jennane (IEEE Trans. Medical Imaging, 2017)

Efficient Dense Disparity Map Reconstruction using Sparse Measurements. - Oussama Zeglazi; Mohammed Rziza; Aouatif Amine; Cédric Demonceaux (VISIGRAPP (5: VISAPP), 2018)

A hierarchical stereo matching algorithm based on adaptive support region aggregation method. - Oussama Zeglazi; Mohammed Rziza; Aouatif Amine; Cédric Demonceaux (Pattern Recognit. Lett., 2018)

Study of the relative magnitude in the wavelet domain for texture characterization. - Hind Oulhaj; Rachid Jennane; Aouatif Amine; Mohammed El Hassouni; Mohammed Rziza (Signal Image Video Process., 2018)

Will Capsule Networks overcome Convolutional Neural Networks on Pedestrian Walking Direction? - Safaâ Dafrallah; Aouatif Amine; Stéphane Mousset; Abdelaziz Bensrhair (ITSC, 2019)

Deep Belief Network and Auto-Encoder for Face Classification. - Bouchra Nassih; Aouatif Amine; Mohammed Ngadi; Nabil Hmina (Int. J. Interact. Multim. Artif. Intell., 2019)

A Multi-Layer Big Data Value Chain Approach for Security Issues. - Abou Zakaria Faroukhi; Imane El Alaoui; Youssef Gahi; Aouatif Amine (FNC/MobiSPC, 2020)

Big Data Value Chain: A Unified Approach for Integrated Data Quality and Security. - Abou Zakaria Faroukhi; Imane El Alaoui; Youssef Gahi; Aouatif Amine (ICECOCS, 2020)

A Random Forest-Cellular Automata Modeling Approach to Predict Future Forest Cover Change in Middle Atlas Morocco, Under Anthropic, Biotic and Abiotic Parameters. - Anass Legdou; Hassan Chafik; Aouatif Amine; Said Lahssini; Mohamed Berrada (ICISP, 2020)

An Adaptable Big Data Value Chain Framework for End-to-End Big Data Monetization. - Abou Zakaria Faroukhi; Imane El Alaoui; Youssef Gahi; Aouatif Amine (Big Data Cogn. Comput., 2020)

Big data monetization throughout Big Data Value Chain: a comprehensive review. - Abou Zakaria Faroukhi; Imane El Alaoui; Youssef Gahi; Aouatif Amine (J. Big Data, 2020)

Structural Similarity Measurement Based Cost Function for Stereo Matching of Automotive Applications. - Oussama Zeglazi; Mohammed Rziza; Aouatif Amine; Cédric Demonceaux (J. Imaging, 2020)

Deep Convolutional Neural Network with TensorFlow and Keras to Classify Skin Cancer Images. - Houssam Benbrahim; Hanaa Hachimi; Aouatif Amine (Scalable Comput. Pract. Exp., 2020)

Monocular Pedestrian Orientation Recognition Based on Capsule Network for a Novel Collision Warning System. - Safaâ Dafrallah; Aouatif Amine; Stéphane Mousset; Abdelaziz Bensrhair (IEEE Access, 2021)

An efficient three-dimensional face recognition system based random forest and geodesic curves. - Bouchra Nassih; Aouatif Amine; Mohammed Ngadi; Youssef Azdoud; Driss Naji; Nabil Hmina (Comput. Geom., 2021)

Exploratory Analysis of Driver and Vehicle Factors Associated with Traffic Accidents in Morocco. - Hamza Khyara; Aouatif Amine; Bouchra Nassih (ISPR, 2022)

Road Traffic Accidents in Morocco: Exploratory Analysis of Driver, Vehicle, and Pedestrian Factors. - Hamza Khyara; Aouatif Amine; Bouchra Nassih (SN Comput. Sci., 2023)

Enhancing Land Cover/Land Use (LCLU) classification through a comparative analysis of hyperparameters optimization approaches for deep neural network (DNN). - Ali Azedou; Aouatif Amine; Isaya Kisekka; Said Lahssini; Youness Bouziani; Said Moukrim (Ecol. Informatics, 2023)

Deep Learning Approaches for Forest Fires Detection and Prediction using satellite Images. - Mounia Aarich; Awatif Rouijel; Aouatif Amine (EUSPN/ICTH, 2024)

Deep Learning Innovations for Greenhouse Climate Prediction: Insights From a Spanish Case Study. - Salma AIT Oussous; Dauris Madama Lail; Rachid El Bouayadi; Aouatif Amine (IEEE Access, 2025)