Change detection Feature selection Feature learning Magnetoencephalography MEG ESPRIT Segmentation Image understanding Automatic speech recognition Blind source separation Télédétection Non-negative matrix factorization Denoising Structural information Multivariate extremes Imagerie médicale Polarimetry Spatial relations Nummelin splitting technique Audio signal processing Machine Learning Apprentissage automatique Wiener filtering Signal processing Nonnegative Matrix Factorization Photographie Informed source separation Music information retrieval Dynamical systems Artificial intelligence EM algorithm Stochastic approximation Convolutional neural networks Hidden Markov models Super-resolution Computer vision Retina imaging Inverse problem Débruitage Mathematical morphology Diffusion Classification Nonnegative matrix factorisation Video coding Brain imaging Apprentissage statistique Fuzzy sets Nonnegative matrix factorization Statistical learning Optimization Deep learning Wavelet analysis Multimedia Electroencephalography EEG Phase reconstruction Empirical risk minimization AVC Apprentissage profond Patches Audio source separation Anomaly detection Bipartite ranking Clustering Adaptive optics Reverberation Compressed Sensing Spatial reasoning HEVC Image processing Estimation SAR Texture synthesis EEG Observation-driven models Network coding Computer Graphics Matrix factorization Synchronization Room impulse response Computer graphics MRI Deep Learning Wavelets Variational inference Natural language processing View synthesis Hill estimator Inverse problems Détection d'anomalies Data augmentation Non-local means Source separation Ranking Remote sensing Compression Machine learning Optimal transport Réseaux de neurones Convex optimization Bootstrap Image denoising