Vincent Vigneron

Neural Network and ANFIS based auto-adaptive MPC for path tracking in autonomous vehicles

Self-driving cars operate in constantly changing environments and are exposed to a variety of uncertainties and disturbances. These factors render classical controllers ineffective, especially for...

Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria

Blind source separation (BSS) techniques have revealed to be promising approaches for, among other, biomedical signal processing applications. Specifically, for the noninvasive extraction of fetal...

A Rank Aggregation Algorithm for Performance Evaluation in Modern Sports Medicine with NMR-based Metabolomics

Fully Automated Recanalization Prediction in Ischemic Stroke Patients Using Multimodal MRI

3D Local Binary Pattern for PET Image Classification by SVM - Application to Early Alzheimer Disease Diagnosis

Tensor Decomposition-Driven Variational Autoencoder: Biomarker-Aware OCT Classification

Automatic Detection of High-voltage Spindles for Parkinson's Disease

Consensus Ranking via Entropy-Based Multi-Objective Optimization: Application of Selection of Biomarker Candidates

Optimization of Tracer Dose for Scintigraphic Imagery

Estimation of Postoperative Knee Flexion at Initial Contact of Cerebral Palsy Children using Neural Networks

Correlation, Independance and Inverse Modeling

"Poor Man" Vote with M-ary Classifiers. Application to Iris Recognition

Autonomous driving using GA-optimized neural network based adaptive LPV-MPC controller

Topological characterization of mobile robot behavior

A Decomposition Approach for Discovering Discriminative Motifs in a Sequence Database

Optimized simulation architecture for multimodal radar modeling: Application to automotive driving assistance system

Radar simulation in SiVIC platform for transportation issues. Antenna and propagation channel modelling

Wavelet De-noising for Blind Source Separation in Noisy Mixtures