Aouatif Amine

According to our database1, Aouatif Amine authored at least 37 papers between 2008 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.



In proceedings 
PhD thesis 




An efficient three-dimensional face recognition system based random forest and geodesic curves.
Comput. Geom., 2021

Monocular Pedestrian Orientation Recognition Based on Capsule Network for a Novel Collision Warning System.
IEEE Access, 2021

Deep Convolutional Neural Network with TensorFlow and Keras to Classify Skin Cancer Images.
Scalable Comput. Pract. Exp., 2020

Structural Similarity Measurement Based Cost Function for Stereo Matching of Automotive Applications.
J. Imaging, 2020

Big data monetization throughout Big Data Value Chain: a comprehensive review.
J. Big Data, 2020

An Adaptable Big Data Value Chain Framework for End-to-End Big Data Monetization.
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.
Proceedings of the Image and Signal Processing - 9th International Conference, 2020

Big Data Value Chain: A Unified Approach for Integrated Data Quality and Security.
Proceedings of the 2nd IEEE International Conference on Electronics, 2020

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

Deep Belief Network and Auto-Encoder for Face Classification.
Int. J. Interact. Multim. Artif. Intell., 2019

Will Capsule Networks overcome Convolutional Neural Networks on Pedestrian Walking Direction?
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Study of the relative magnitude in the wavelet domain for texture characterization.
Signal Image Video Process., 2018

A hierarchical stereo matching algorithm based on adaptive support region aggregation method.
Pattern Recognit. Lett., 2018

Efficient Dense Disparity Map Reconstruction using Sparse Measurements.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Anisotropic Discrete Dual-Tree Wavelet Transform for Improved Classification of Trabecular Bone.
IEEE Trans. Medical Imaging, 2017

Trabecular bone characterization using circular parametric models.
Biomed. Signal Process. Control., 2017

An enhanced cross-scale adaptive cost aggregation for stereo matching.
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.
Proceedings of the Symposium on Applied Computing, 2017

Accurate dense stereo matching for road scenes.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

The Hexagonal Geometrical Structure of the N-Coverage Networks in the G2-Lie Algebra Framework.
Wirel. Pers. Commun., 2016

Driver head pose estimation using efficient descriptor fusion.
EURASIP J. Image Video Process., 2016

The Performance of LBP and NSVC Combination Applied to Face Classification.
Appl. Comput. Intell. Soft Comput., 2016

A Robust Approach for Mammographic Image Classification Using NSVC Algorithm: Extended Abstract.
Proceedings of the Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2016

Smart city: Recommendation of personalized services in patrimony tourism.
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.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

Estimating driver head pose using steerable pyramid and probabilistic learning.
Int. J. Comput. Vis. Robotics, 2015

Pre collision detection system for pedestrian safety based on HOL.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

A hybrid mobile object tracker based on the modified Cuckoo Search algorithm and the Kalman Filter.
Pattern Recognit., 2014

Monitoring drivers drowsiness using a wide angle lens.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Head pose estimation based on steerable filters and likelihood parametrized function.
Proceedings of the 21st European Signal Processing Conference, 2013

Noise Reduction in Medical Images - comparison of noise removal algorithms -.
Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012

A two-stage gene selection scheme utilizing MRMR filter and GA wrapper.
Knowl. Inf. Syst., 2011

Eye State Analysis using Iris Detection to Extract Driver's Micro-sleep Periods.
Proceedings of the VISAPP 2011, 2011

Driver's Fatigue and Drowsiness Detection to Reduce Traffic Accidents on Road.
Proceedings of the Computer Analysis of Images and Patterns, 2011

A New gene selection approach based on Minimum Redundancy-Maximum Relevance (MRMR) and Genetic Algorithm (GA).
Proceedings of the 7th IEEE/ACS International Conference on Computer Systems and Applications, 2009

Investigation of feature dimension reduction based DCT/SVM for face recognition.
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.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008