Aouatif Amine

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 28

Top Topics

Stereo Matching

Top Venues

Biomed. Signal Process. Control.

Int. J. Comput. Vis. Robotics

Publications

Ali Azedou, Aouatif Amine, Isaya Kisekka, Said Lahssini, Youness Bouziani, Said Moukrim
Enhancing Land Cover/Land Use (LCLU) classification through a comparative analysis of hyperparameters optimization approaches for deep neural network (DNN). Ecol. Informatics 78 (2023)
Hamza Khyara, Aouatif Amine, Bouchra Nassih
Road Traffic Accidents in Morocco: Exploratory Analysis of Driver, Vehicle, and Pedestrian Factors. SN Comput. Sci. 4 (2) (2023)
Hamza Khyara, Aouatif Amine, Bouchra Nassih
Exploratory Analysis of Driver and Vehicle Factors Associated with Traffic Accidents in Morocco. ISPR (2022)
Bouchra Nassih, Aouatif Amine, Mohammed Ngadi, Youssef Azdoud, Driss Naji, Nabil Hmina
An efficient three-dimensional face recognition system based random forest and geodesic curves. Comput. Geom. 97 (2021)
Safaâ Dafrallah, Aouatif Amine, Stéphane Mousset, Abdelaziz Bensrhair
Monocular Pedestrian Orientation Recognition Based on Capsule Network for a Novel Collision Warning System. IEEE Access 9 (2021)
Anass Legdou, Hassan Chafik, Aouatif Amine, Said Lahssini, Mohamed Berrada
A Random Forest-Cellular Automata Modeling Approach to Predict Future Forest Cover Change in Middle Atlas Morocco, Under Anthropic, Biotic and Abiotic Parameters. ICISP (2020)
Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi, Aouatif Amine
A Multi-Layer Big Data Value Chain Approach for Security Issues. FNC/MobiSPC (2020)
Oussama Zeglazi, Mohammed Rziza, Aouatif Amine, Cédric Demonceaux
Structural Similarity Measurement Based Cost Function for Stereo Matching of Automotive Applications. J. Imaging 6 (8) (2020)
Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi, Aouatif Amine
An Adaptable Big Data Value Chain Framework for End-to-End Big Data Monetization. Big Data Cogn. Comput. 4 (4) (2020)
Houssam Benbrahim, Hanaa Hachimi, Aouatif Amine
Deep Convolutional Neural Network with TensorFlow and Keras to Classify Skin Cancer Images. Scalable Comput. Pract. Exp. 21 (3) (2020)
Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi, Aouatif Amine
Big Data Value Chain: A Unified Approach for Integrated Data Quality and Security. ICECOCS (2020)
Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi, Aouatif Amine
Big data monetization throughout Big Data Value Chain: a comprehensive review. J. Big Data 7 (1) (2020)
Safaâ Dafrallah, Aouatif Amine, Stéphane Mousset, Abdelaziz Bensrhair
Will Capsule Networks overcome Convolutional Neural Networks on Pedestrian Walking Direction? ITSC (2019)
Bouchra Nassih, Aouatif Amine, Mohammed Ngadi, Nabil Hmina
Deep Belief Network and Auto-Encoder for Face Classification. Int. J. Interact. Multim. Artif. Intell. 5 (5) (2019)
Hind Oulhaj, Rachid Jennane, Aouatif Amine, Mohammed El Hassouni, Mohammed Rziza
Study of the relative magnitude in the wavelet domain for texture characterization. Signal Image Video Process. 12 (7) (2018)
Oussama Zeglazi, Mohammed Rziza, Aouatif Amine, Cédric Demonceaux
A hierarchical stereo matching algorithm based on adaptive support region aggregation method. Pattern Recognit. Lett. 112 (2018)
Oussama Zeglazi, Mohammed Rziza, Aouatif Amine, Cédric Demonceaux
Efficient Dense Disparity Map Reconstruction using Sparse Measurements. VISIGRAPP (5: VISAPP) (2018)
Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni
Trabecular bone characterization using circular parametric models. Biomed. Signal Process. Control. 33 (2017)
Hind Oulhaj, Mohammed El Hassouni, Aouatif Amine, Mohammed Rziza, Rachid Jennane
Fully anisotropic morlet transform for the study of the trabecular bone texture variations. SAC (2017)
Oussama Zeglazi, Mohammed Rziza, Aouatif Amine
An enhanced cross-scale adaptive cost aggregation for stereo matching. WINCOM (2017)
Oussama Zeglazi, Mohammed Rziza, Aouatif Amine, Cédric Demonceaux
Accurate dense stereo matching for road scenes. ICIP (2017)
Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Hechmi Toumi, Eric Lespessailles, Mohammed El Hassouni, Rachid Jennane
Anisotropic Discrete Dual-Tree Wavelet Transform for Improved Classification of Trabecular Bone. IEEE Trans. Medical Imaging 36 (10) (2017)
Mohammed Ngadi, Aouatif Amine, Bouchra Nassih, Hanaa Hachimi, Adnane El-Attar
The Performance of LBP and NSVC Combination Applied to Face Classification. Appl. Comput. Intell. Soft Comput. 2016 (2016)
Nawal Alioua, Aouatif Amine, Alexandrina Rogozan, Abdelaziz Bensrhair, Mohammed Rziza
Driver head pose estimation using efficient descriptor fusion. EURASIP J. Image Video Process. 2016 (2016)
Mohammed Ngadi, Aouatif Amine, Bouchra Nassih
A Robust Approach for Mammographic Image Classification Using NSVC Algorithm: Extended Abstract. MedPRAI (2016)
Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Rachid Jennane, Mohammed El Hassouni
Texture classification using relative phase and Gaussian mixture models in the complex wavelet domain. AICCSA (2016)
Aouatif Amine, Adil Belhaj, Moulay Brahim Sedra
The Hexagonal Geometrical Structure of the N-Coverage Networks in the G2-Lie Algebra Framework. Wirel. Pers. Commun. 89 (2) (2016)
Chaymae Benfares, Younes El Bouzekri El Idrissi, Aouatif Amine
Smart city: Recommendation of personalized services in patrimony tourism. CIST (2016)
Nawal Alioua, Aouatif Amine, Abdelaziz Bensrhair, Mohammed Rziza
Estimating driver head pose using steerable pyramid and probabilistic learning. Int. J. Comput. Vis. Robotics 5 (4) (2015)
Youssef Azdoud, Aouatif Amine, Nawal Alioua, Mohammed Rziza
Pre collision detection system for pedestrian safety based on HOL. AICCSA (2015)
Tarik Ljouad, Aouatif Amine, Mohammed Rziza
A hybrid mobile object tracker based on the modified Cuckoo Search algorithm and the Kalman Filter. Pattern Recognit. 47 (11) (2014)
Aouatif Amine, Nawal Alioua, Frederick Zann, Yassine Ruichek, Nabil Hmina
Monitoring drivers drowsiness using a wide angle lens. ITSC (2013)
Nawal Alioua, Aouatif Amine, Mohammed Rziza, Abdelaziz Bensrhair, Driss Aboutajdine
Head pose estimation based on steerable filters and likelihood parametrized function. EUSIPCO (2013)
Hind Oulhaj, Aouatif Amine, Mohammed Rziza, Driss Aboutajdine
Noise Reduction in Medical Images - comparison of noise removal algorithms -. ICMCS (2012)
Nawal Alioua, Aouatif Amine, Mohammed Rziza, Driss Aboutajdine
Driver's Fatigue and Drowsiness Detection to Reduce Traffic Accidents on Road. CAIP (2) (2011)
Nawal Alioua, Aouatif Amine, Driss Aboutajdine, Mohammed Rziza
Eye State Analysis using Iris Detection to Extract Driver's Micro-sleep Periods. VISAPP (2011)
Ali El Akadi, Aouatif Amine, Abdeljalil El Ouardighi, Driss Aboutajdine
A two-stage gene selection scheme utilizing MRMR filter and GA wrapper. Knowl. Inf. Syst. 26 (3) (2011)
Ali El Akadi, Aouatif Amine, Abdeljalil El Ouardighi, Driss Aboutajdine
A New gene selection approach based on Minimum Redundancy-Maximum Relevance (MRMR) and Genetic Algorithm (GA). AICCSA (2009)
Aouatif Amine, Sanaa Ghouzali, Mohammed Rziza, Driss Aboutajdine
Investigation of feature dimension reduction based DCT/SVM for face recognition. ISCC (2008)
Aouatif Amine, Mohammed Rziza, Driss Aboutajdine
SVM-Based Face Recognition Using Genetic Search for Frequency-Feature Subset Selection. ICISP (2008)