Aouatif Amine

According to our database, Aouatif Amine authored at least 40 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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, December, 2023

Road Traffic Accidents in Morocco: Exploratory Analysis of Driver, Vehicle, and Pedestrian Factors.

Hamza Khyara, Aouatif Amine, Bouchra Nassih

SN Comput. Sci., March, 2023

2022

Exploratory Analysis of Driver and Vehicle Factors Associated with Traffic Accidents in Morocco.

Hamza Khyara, Aouatif Amine, Bouchra Nassih

Proceedings of the Intelligent Systems and Pattern Recognition, 2022

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

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

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

Structural Similarity Measurement Based Cost Function for Stereo Matching of Automotive Applications.

Oussama Zeglazi, Mohammed Rziza, Aouatif Amine, Cédric Demonceaux

J. Imaging, 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

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

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

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

Big Data Value Chain: A Unified Approach for Integrated Data Quality and Security.

Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi, Aouatif Amine

Proceedings of the 2nd IEEE International Conference on Electronics, 2020

A Multi-Layer Big Data Value Chain Approach for Security Issues.

Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi, Aouatif Amine

Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

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

Will Capsule Networks overcome Convolutional Neural Networks on Pedestrian Walking Direction?

Safaâ Dafrallah, Aouatif Amine, Stéphane Mousset, Abdelaziz Bensrhair

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

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

A hierarchical stereo matching algorithm based on adaptive support region aggregation method.

Oussama Zeglazi, Mohammed Rziza, Aouatif Amine, Cédric Demonceaux

Pattern Recognit. Lett., 2018

Efficient Dense Disparity Map Reconstruction using Sparse Measurements.

Oussama Zeglazi, Mohammed Rziza, Aouatif Amine, Cédric Demonceaux

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

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

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

An enhanced cross-scale adaptive cost aggregation for stereo matching.

Oussama Zeglazi, Mohammed Rziza, Aouatif Amine

Proceedings of the International Conference on Wireless Networks and Mobile Communications, 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

Proceedings of the Symposium on Applied Computing, 2017

Accurate dense stereo matching for road scenes.

Oussama Zeglazi, Mohammed Rziza, Aouatif Amine, Cédric Demonceaux

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

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

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 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

A Robust Approach for Mammographic Image Classification Using NSVC Algorithm: Extended Abstract.

Mohammed Ngadi, Aouatif Amine, Bouchra Nassih

Proceedings of the Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2016

Smart city: Recommendation of personalized services in patrimony tourism.

Chaymae Benfares, Younes El Bouzekri El Idrissi, Aouatif Amine

Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

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

Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

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

Pre collision detection system for pedestrian safety based on HOL.

Youssef Azdoud, Aouatif Amine, Nawal Alioua, Mohammed Rziza

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2014

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

2013

Monitoring drivers drowsiness using a wide angle lens.

Aouatif Amine, Nawal Alioua, Frederick Zann, Yassine Ruichek, Nabil Hmina

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Head pose estimation based on steerable filters and likelihood parametrized function.

Nawal Alioua, Aouatif Amine, Mohammed Rziza, Abdelaziz Bensrhair, Driss Aboutajdine

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Noise Reduction in Medical Images - comparison of noise removal algorithms -.

Hind Oulhaj, Aouatif Amine, Mohammed Rziza, Driss Aboutajdine

Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012

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

Eye State Analysis using Iris Detection to Extract Driver's Micro-sleep Periods.

Nawal Alioua, Aouatif Amine, Driss Aboutajdine, Mohammed Rziza

Proceedings of the VISAPP 2011, 2011

Driver's Fatigue and Drowsiness Detection to Reduce Traffic Accidents on Road.

Nawal Alioua, Aouatif Amine, Mohammed Rziza, Driss Aboutajdine

Proceedings of the Computer Analysis of Images and Patterns, 2011

2009

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

Proceedings of the 7th IEEE/ACS International Conference on Computer Systems and Applications, 2009

2008

Investigation of feature dimension reduction based DCT/SVM for face recognition.

Aouatif Amine, Sanaa Ghouzali, Mohammed Rziza, Driss Aboutajdine

Proceedings of the 13th IEEE Symposium on Computers and Communications (ISCC 2008), 2008

SVM-Based Face Recognition Using Genetic Search for Frequency-Feature Subset Selection.

Aouatif Amine, Mohammed Rziza, Driss Aboutajdine

Proceedings of the Image and Signal Processing - 3rd International Conference, 2008