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Recherche et innovation
Speech Recognition, Language identification, Emotion recognition, Parallel processing
Data mining, intelligent systems, pattern recognition, medical imaging, collaborative recommendation systems, network analysis, business intelligence, combinatorial optimization.
Perception, intelligent captors, environmental perception.
Applications : biometrics, face recognition, video surveillance and computer security. Adaptive recognition systems, intelligent systems, multiple-classifier systems, evolutionary computing, incremental and on-line learning, change detection.
Ismail Ben Ayed
Computer vision, Image processing, Machine learning and pattern recognition, Medical image analysis, Satellite image analysis, Graph cut algorithms, Convex optimization algorithms, Markov random fields (MRF), Variational and level set methods, Image segmentation, Computer assisted diagnosis.
Fine-grained classification, computer vision, biometry, machine learning, musical information retrieval.
Teledetection, computer vision, irregular object recognition, genetic programming, applications to agriculture.
Medical image analysis, image segmentation, ultrasound imaging, computer vision, texture description.
Teledetection, image analysis and satellite imagery in cases of major catastrophies.
Information processing and medical imaging.
Visual Object Class Detection Classification and Pose Estimation, Weakly- and Semi-Supervised Learning, Convolutional and Recurrent Neural Networks.
Adaptive and evolving learning systems: pattern matching and learning, fusion, image processing, evolutionary algorithms for multi-objective optimization, distributed processing, ensemble of classifiers, dynamic selection of classifiers, incremental learning. Applications: document recognition and authentication, intrusion detection, face recognition in video.
Medical image analysis, computer vision, machine learning, image processing, signal processing, information theory, local invariant features, image registration, face detection and classification, computer assisted diagnosis.
Distributed processing and multi-objective evolutionary optimization.