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Hichem Snoussi
271
Documents
Présentation
**Hichem Snoussi** received the diploma degree in Electrical Engineering from the Ecole Supérieure d'Electricité (Supélec), Gif-sur-Yvette, France, in 2000. He also received the DEA degree and the Ph.D. in signal processing from the University of Paris-Sud, Orsay, France, in 2000 and 2003 respectively. Between 2003 and 2004, he was postdoctoral researcher at IRCCyN, Institut de Recherches en Communications et Cybernétiques de Nantes. He has spent short periods as visiting scientist at the Brain Science Institute, RIKEN, Japan and Olin Neuropsychiatry Research Center at the Institute of Living in USA. Between 2005 and 2009, he was associate professor at the University of Technology of Troyes, France. He has obtained the HDR degree from the University of Technology of Compiègne in 2009. Since 2010, he is Full Professor at the University of Technology of Troyes. His research interests include Bayesian techniques for source separation, information geometry, differential geometry, machine learning,etc. Since 2010, he has been in charge of the CapSec Plateform (Sensors for Security). He is the principal investigator of many research projects and industrial partnerships. Between 2016 and 2020, he has been manager of LM2S Lab in Charles Delaunay Institute. Since 2021, he is deputy director of LIST3N lab and team leader of M2S group.
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MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection2023 International Conference on Computer Vision Theory and Applications (VISAPP 2023), Feb 2023, Lisbonne, Portugal
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A Continual Learning Method for Reducing Class Interference Based on Replay2023 42nd Chinese Control Conference (CCC), Jul 2023, Tianjin, China. pp.8485-8490, ⟨10.23919/CCC58697.2023.10240414⟩
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FABLE : Fabric Anomaly Detection Automation Process2023 International Conference on Control, Automation and Diagnosis (ICCAD 23'), May 2023, Rome, Italy
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Vision-based Explainable Action Recognition Model for Polluted Soil Tracking2023 International Conference on Control, Automation and Diagnosis (ICCAD), May 2023, Rome, Italy. pp.1-5, ⟨10.1109/ICCAD57653.2023.10152357⟩
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Multi-View 3D Compton Image Reconstruction With a Generalized List-Mode MLEM Algorithm2023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur, Malaysia. pp.2655-2659, ⟨10.1109/ICIP49359.2023.10222838⟩
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An Extended List-Mode MLEM Algorithm for 3D Compton Image Reconstruction from Multi-View DataANIMMA 2023 – Advancements in Nuclear Instrumentation Measurement Methods and their Applications, Jun 2023, Lucca, Italy. pp.06003, ⟨10.1051/epjconf/202328806003⟩
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An Iterative Bayesian Algorithm for 3D Image Reconstruction Using Multi-View Compton DataInternational Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Jul 2023, Garching, Germany. pp.2, ⟨10.3390/psf2023009002⟩
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Bi-level Doubly Variational Learning for Energy-based Latent Variable Models2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022, New Orleans, United States. pp.18439-18448, ⟨10.1109/CVPR52688.2022.01791⟩
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Point Gated Attention2022 China Automation Congress (CAC), Nov 2022, Xiamen, China. pp.2770-2774, ⟨10.1109/CAC57257.2022.10056083⟩
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Adversarial autoencoder with attention driven lossAPPLICATIONS OF MATHEMATICS IN ENGINEERING AND ECONOMICS (AMEE’22): Proceedings of the 48th International Conference “Applications of Mathematics in Engineering and Economics”, Jun 2022, Sofia, Bulgaria. pp.130002, ⟨10.1063/5.0179220⟩
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Data Cleaning to fine-tune a Transfer Learning approach for Air Quality Prediction2022 IEEE International Smart Cities Conference (ISC2), Sep 2022, Pafos, Cyprus. pp.1-5, ⟨10.1109/ISC255366.2022.9921836⟩
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G2D: Generate to Detect Anomaly2021 IEEE Winter Conference on Applications of Computer Vision (WACV), Jan 2021, Waikoloa, United States. pp.2002-2011, ⟨10.1109/WACV48630.2021.00205⟩
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Fine-Tuning a Pre-trained CAE for Deep One Class Anomaly Detection in Video Footage4th Mediterranean Conference, MedPRAI 2020: Pattern Recognition and Artificial Intelligence, Dec 2020, Hammamet, Tunisia. pp.3-17, ⟨10.1007/978-3-030-71804-6_1⟩
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Neural Style Transfer for Picture with Gradient Gram Matrix Description2020 39th Chinese Control Conference (CCC), Jul 2020, Shenyang, China. pp.7026-7030, ⟨10.23919/CCC50068.2020.9188652⟩
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Few-sample Multi-organ Abdominal Image Segmentation with Mean Teacher Model2020 39th Chinese Control Conference (CCC), Jul 2020, Shenyang, China. pp.6613-6617, ⟨10.23919/CCC50068.2020.9189187⟩
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Human Action prediction based on skeleton data2020 39th Chinese Control Conference (CCC), Jul 2020, Shenyang, China. pp.6608-6612, ⟨10.23919/CCC50068.2020.9189122⟩
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Two-streams Fully Convolutional Networks for Abnormal Event Detection in Videos12th International Conference on Agents and Artificial Intelligence, Feb 2020, Valletta, Malta. pp.514-521
Communication dans un congrès
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UAV-based Surveillance System: an Anomaly Detection Approach2020 IEEE Symposium on Computers and Communications (ISCC), Jul 2020, Rennes, France. pp.1-6, ⟨10.1109/ISCC50000.2020.9219585⟩
Communication dans un congrès
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A Novel Approach for Anomaly Detection in Power Consumption Data8th International Conference on Pattern Recognition Applications and Methods, May 2019, Prague, Czech Republic. ⟨10.5220/0007361704830490⟩
Communication dans un congrès
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Abnormal object detection and recognition in the complex construction site via cloud computingResearch in Adaptive and Convergent Systems (RACS'2019), Sep 2019, Chongqing, China. pp.71-75, ⟨10.1145/3338840.3355648⟩
Communication dans un congrès
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ThermCont: A machine Learning enabled Thermal Comfort Control Tool in a real time2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.294-300
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hal-02274775v1
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Hierarchical Attention Networks for Image Classification of Remote Sensing Images Based on Visual Q&A Methods2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.4712-4717, ⟨10.1109/CAC48633.2019.8997347⟩
Communication dans un congrès
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A satellite image target detection model based on an improved single-stage target detection network2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.4931-4936, ⟨10.1109/CAC48633.2019.8997495⟩
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Centralized Cognitive Radio Based Frequency Allocation for UAVs Communication2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.1674-1679, ⟨10.1109/IWCMC.2019.8766481⟩
Communication dans un congrès
hal-02304325v1
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Video Object Detection Base on RGB and Optical Flow Analysis2019 2nd China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI), Sep 2019, Xi'an, China. ⟨10.1109/CCHI.2019.8901921⟩
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Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), Jun 2019, Sardinia, Italy. pp.172-178, ⟨10.1109/AIKE.2019.00039⟩
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Multiple Cues Association for Multiple Object Tracking Based on Convolutional Neural NetworkIEEE AIKE 2019 - Second International Conference on Artificial Intelligence and Knowledge Engineering, Jun 2019, Cagliari, Italy. pp.117-122, ⟨10.1109/AIKE.2019.00030⟩
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Towards Good Practices in Face Anti-Spoofing: An Image Reconstruction Based Method2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.4700-4705, ⟨10.1109/CAC48633.2019.8997504⟩
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Stacked Auto-Encoder for Scalable Indoor Localization in Wireless Sensor Networks2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.1245-1250, ⟨10.1109/IWCMC.2019.8766761⟩
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Coverage Optimization using Multiple Unmanned Aerial Vehicles with Connectivity Constraint2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.1361-1366, ⟨10.1109/IWCMC.2019.8766651⟩
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UAV-GCS Centralized Data-Oriented Communication Architecture for Crowd Surveillance Applications2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.2064-2069, ⟨10.1109/IWCMC.2019.8766641⟩
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Event prediction via spatio-temporal sequence analysis2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.1558-1563, ⟨10.1109/CAC48633.2019.8996903⟩
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Hybrid deep learning and HOF for Anomaly Detection2019 6th International Conference on Control, Decision and Information Technologies (CoDIT), Apr 2019, Paris, France. pp.575-580
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ThingsGame: when sending data rate depends on the data usefulness in IoT networks2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC), Jun 2018, Limassol, Cyprus. pp.886-891
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Region Based Ensemble Learning Network for Fine-Grained Classification2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.4173-4177, ⟨10.1109/CAC.2018.8623687⟩
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Multi-Shot Human Re-Identification for the Security in Video Surveillance Systems2018 IEEE 27th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Jun 2018, Paris, France. pp.203-208, ⟨10.1109/WETICE.2018.00046⟩
Communication dans un congrès
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First images from a CeBr 3 /LYSO:Ce Temporal Imaging portable Compton camera at 1.3 MeV2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), Nov 2018, Sydney, Australia. pp.1-3, ⟨10.1109/NSSMIC.2018.8824429⟩
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HE-SLAM: A Stereo SLAM System Based on Histogram Equalization and ORB Features2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.4272-4276, ⟨10.1109/CAC.2018.8623424⟩
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Solving the Total Coverage Problem using a Multiple Mobile Sensor Network2018 30th International Conference on Microelectronics (ICM), Dec 2018, Sousse, Tunisia. pp.24-27, ⟨10.1109/ICM.2018.8704036⟩
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Unmanned Trolley Control Based on Kinect2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.2218-2222, ⟨10.1109/CAC.2018.8623270⟩
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Indoor Thermal Comfort Collection of People with Physical Disabilities2018 International Symposium on Networks, Computers and Communications (ISNCC), Jun 2018, Rome, Italy. pp.1-6
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Optimal Look-ahead Control of CSPS System by Deep Q-Network and Profit Sharing2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.289-294, ⟨10.1109/CAC.2018.8623593⟩
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Two Stream Neural Networks with Traditional CNN and Gabor CNN for Object Classification2018 37th Chinese Control Conference (CCC), Jul 2018, Wuhan, China. pp.9350-9355, ⟨10.23919/ChiCC.2018.8483992⟩
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Temporal imaging for accurate time, space, and energy localization of photoelectric events in monolithic scintillatorsSPIE Medical Imaging, Feb 2017, Orlando, United States. pp.101320B, ⟨10.1117/12.2254486⟩
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SVM-based indoor localization in Wireless Sensor Networks2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2017, Valencia, Spain. pp.1144-1149, ⟨10.1109/IWCMC.2017.7986446⟩
Communication dans un congrès
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Abnormal Event Detection Using Convolutional Neural Networks and 1-Class SVM classifier8th International Conference on Imaging for Crime Detection and Prevention (ICDP 2017), Dec 2017, Madrid, Spain. pp.1-6, ⟨10.1049/ic.2017.0040⟩
Communication dans un congrès
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Human Action Recognition Based on Sub-data LearningSecond CCF Chinese Conference, CCCV 2017: Computer Vision, Oct 2017, Tianjin, China. pp.617-626, ⟨10.1007/978-981-10-7305-2_52⟩
Communication dans un congrès
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A new method of video-surveillance data analytics for the security in camera networks2017 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC), Oct 2017, Gafsa, Tunisia. pp.140-145, ⟨10.1109/IINTEC.2017.8325928⟩
Communication dans un congrès
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Abnormal event detection based on deep autoencoder fusing optical flow2017 36th Chinese Control Conference (CCC), Jul 2017, Dalian, China. pp.11098-11103, ⟨10.23919/ChiCC.2017.8029129⟩
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hal-03320609v1
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Object detection in remote sensing images based on one-class classification2017 Chinese Automation Congress (CAC), Oct 2017, Jinan, China. pp.6583-6587, ⟨10.1109/CAC.2017.8243963⟩
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hal-03320741v1
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Robust object detection for tiny and dense targets in VHR aerial images2017 Chinese Automation Congress (CAC), Oct 2017, Jinan, China. pp.6397-6401, ⟨10.1109/CAC.2017.8243930⟩
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Using Gabor filter in 3D convolutional neural networks for human action recognition2017 36th Chinese Control Conference (CCC), Jul 2017, Dalian, China. pp.11139-11144, ⟨10.23919/ChiCC.2017.8029134⟩
Communication dans un congrès
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Detection of Abnormal Event in Complex Situations Using Strong Classifier Based on BP AdaboostICIC 2016: Intelligent Computing Theories and Application, Aug 2016, Lanzhou, China. pp.245-256, ⟨10.1007/978-3-319-42294-7_21⟩
Communication dans un congrès
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Cooperative target searching and tracking via UCT with probability distribution model2016 IEEE International Conference on Digital Signal Processing (DSP), Oct 2016, Beijing, China. pp.560-564, ⟨10.1109/ICDSP.2016.7868620⟩
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Operations Research and Signal Processing on graphs : case of sampling and perfect reconstructing tasks17eme conférence ROADEF, Feb 2016, Compiègne, France
Communication dans un congrès
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Temporal imaging: Observation and localization of a compton effect inside a 20 mm monolithic LYSO plate with a Philips digital Si-PM2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD), Oct 2016, Strasbourg, France. pp.1-2, ⟨10.1109/NSSMIC.2016.8069801⟩
Communication dans un congrès
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One class outlier detection method in wireless sensor networks: Comparative study2016 24th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Sep 2016, Split, Croatia. pp.1-8, ⟨10.1109/SOFTCOM.2016.7772168⟩
Communication dans un congrès
hal-03320742v1
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Real time Object Tracking based on Local Texture Feature with Correlation Filter2016 IEEE International Conference on Digital Signal Processing (DSP), Oct 2016, Beijing, China. pp.482-486, ⟨10.1109/ICDSP.2016.7868604⟩
Communication dans un congrès
hal-03320744v1
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Exploiting color cues to improve person re-identification7th International Conference on Imaging for Crime Detection and Prevention (ICDP 2016), Nov 2016, Madrid, Spain. ⟨10.1049/ic.2016.0089⟩
Communication dans un congrès
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Articulated pose estimation via multiple mixture parts model2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug 2015, Karlsruhe, Germany. pp.1-5, ⟨10.1109/AVSS.2015.7301801⟩
Communication dans un congrès
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Modèle semi-paramétrique RSSI/distance pour le suivi d'une cible dans les réseaux de capteurs sans filActes du 25-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2015, Lyon, France
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A Novel Outlier Detection Model Based on One Class Principal Component Classifier in Wireless Sensor Networks2015 IEEE 29th International Conference on Advanced Information Networking and Applications (AINA), Mar 2015, Gwangiu, South Korea. pp.70-76
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Distributed and Efficient One-Class Outliers Detection Classifier in Wireless Sensors Networks13th International Conference on Wired/Wireless Internet Communication (WWIC), May 2015, Malaga, Spain. pp.259-273, ⟨10.1007/978-3-319-22572-2_19⟩
Communication dans un congrès
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Event analysis based on multiple video sensors for cooperative environment perception2015 IEEE International Conference on Progress in Informatics and Computing (PIC), Dec 2015, Nanjing, France. pp.438-442, ⟨10.1109/PIC.2015.7489885⟩
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Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNsProc. 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014, Doha, Qatar. pp.413-419, ⟨10.1109/AICCSA.2014.7073228⟩
Communication dans un congrès
hal-01965996v1
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Constrained Extended Kalman Filter for ultra-wideband radio based individual navigation17th International Conference on Information Fusion (FUSION), Jul 2014, Salamanca, Spain
Communication dans un congrès
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Online learning partial least squares regression model for univariate response data2014 22nd European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal. pp.1073-1077
Communication dans un congrès
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Kernel Principal Subspace Based Outlier Detection Method in Wireless Sensor Networks2014 28th International Conference on Advanced Information Networking and Applications Workshops (WAINA), May 2014, Victoria, Canada. pp.737-742, ⟨10.1109/WAINA.2014.120⟩
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Improved KPCA for outlier detection in Wireless Sensor Networks2014 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Mar 2014, Sousse, Tunisia. pp.507-511, ⟨10.1109/ATSIP.2014.6834666⟩
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Articulated human motion tracking with foreground learning2014 22nd European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal
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Interval-based localization using sensors mobility and fingerprints in decentralized sensor networks2014 22nd European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal
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Ridge regression and Kalman filtering for target tracking in wireless sensor networksProc. eighth IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2014, A Coruna, Spain. pp.237-240, ⟨10.1109/SAM.2014.6882384⟩
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The one-sided mean kernel: a positive definite kernel for time seriesEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2014, Apr 2014, Bruges, Belgium
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A combined-localization technique in wireless sensor networks14ème congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2013), Feb 2013, Troyes, France
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Vigires’eau : système de surveillance en temps réel de la qualité de l’eau potable d’un réseau de distribution en vue de la détection d’intrusionWorkshop Interdisciplinaire sur la Sécurité Globale (WISG 2013), Jan 2013, Troyes, France
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Decentralized Localization Using Fingerprinting and Kernel Methods in Wireless Sensor NetworksProc. 21th European Conference on Signal Processing (EUSIPCO), 2013, Marrakech, Morocco. pp.1-5
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Mixed Integer Linear Models for the Total Coverage Problem with Connectivity Constraint in Wireless Sensor NetworksEuropean conference on operational research (Euro 2013), Jul 2013, Rome, Italy
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Kernel-based localization using fingerprinting in wireless sensor networksProc. 14th IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2013, Darmstadt, Germany. pp.744 - 748, ⟨10.1109/SPAWC.2013.6612149⟩
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Localisation par fingerprinting et méthodes à noyaux dans les réseaux de capteurs sans filActes de la 14-ème conférence ROADEF de la Société Française de Recherche Opérationnelle et Aide à la Décision, 2013, Troyes, France
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Histograms of optical flow orientation for abnormal events detection2013 IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS 2013), Jan 2013, Clearwater, United States. pp.45-52, ⟨10.1109/PETS.2013.6523794⟩
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Learning General Gaussian Kernel Hyperparameters for SVRFirst International Geometric Science of Information Conference, GSI 2013, Aug 2013, Paris, France. pp.677-684, ⟨10.1007/978-3-642-40020-9_75⟩
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A multi-objective modeling of K-coverage problem under accuracy constraint2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO 2013), Apr 2013, Hammamet, Tunisia. pp.1-6
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An overview of outlier detection technique developed for wireless sensor networks2013 10th International Multi-Conference on Systems, Signals & Devices (SSD), Mar 2013, Hammamet, Tunisia. pp.1-6, ⟨10.1109/SSD.2013.6564165⟩
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Linear models for the total coverage problem in wireless sensor networks2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO 2013), Apr 2013, Hammamet, Tunisia. pp.1-4
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Fingerprinting-based localization using accelerometer information in wireless sensor networks2013 IEEE Global Communications Conference (GLOBECOM 2013), Dec 2013, Atlanta, United States. pp.510-515, ⟨10.1109/GLOCOM.2013.6831122⟩
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Histograms of Optical Flow Orientation for Visual Abnormal Events Detection2012 9th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2012, Beijing, China. pp.13-18, ⟨10.1109/AVSS.2012.39⟩
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Detection of contamination in water distribution networkAdvances in Hydroinformatics, 2012, Nice, France. ⟨10.1007/978-981-4451-42-0_12⟩
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Optimisation multi-objectifs dans les réseaux de capteurs sans fils distribués13ème congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2012), Apr 2012, Angers, France
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Detection of contamination in water distribution network2nd International Conference SimHydro: New trends in simulation hydroinformatics and 3D modeling, 2012, Sophia-Antipolis, France
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Optimal placement in hybrid VANETs-sensors networks2012 Wireless Advanced (WiAd) (Formerly known as SPWC), Jun 2012, London, United Kingdom. pp.54-57
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VigiRes'EauProc. 10th International Conference on Hydroinformatics, 2012, Hamburg, Germany
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VigiRes'Eau : Surveiller un réseau de distribution d'eau potableWorkshop Interdisciplinaire sur la Sécurité Globale (WISG 2012), Jan 2012, Troyes, France
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Robust bounded-error tracking in wireless sensor networksSYSID 2012, Jul 2012, Bruxelles, Belgium. pp.1-6
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Multi-layer Crisis Mapping: A Social Media-Based Approach2012 IEEE 21st International Workshop On Enabling Technologies: Infrastructure For Collaborative Enterprises (WETICE), Jun 2012, Toulouse, France. pp.379-384, ⟨10.1109/WETICE.2012.47⟩
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The multi-scale covariance descriptor: Performances analysis in human detection2012 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BIOMS), Sep 2012, Salerno, Italy. pp.1-5, ⟨10.1109/BIOMS.2012.6345773⟩
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Indoor localization using polar intervals in wireless sensor networksProc. 19th International Conference on Telecommunications (ICT), 2012, Jounieh, Lebanon. pp.1 - 6, ⟨10.1109/ICTEL.2012.6221222⟩
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VigiRes'Eau : Surveillance en temps réel de la qualité de l'eau potable d'un réseau de distribution en vue de la détection d'intrusionsWorkshop Interdisciplinaire sur la Sécurité Globale (WISG 2013), Jan 2011, Troyes, France
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A single-target tracking algorithm in controlled mobility sensor networks2011 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), May 2011, Tipaza, Algeria. pp.371-374
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Blind separation of noisy convolutive sources2011 IEEE GCC Conference and Exhibition (GCC), Feb 2011, Dubai, United Arab Emirates. pp.493-496, ⟨10.1109/IEEEGCC.2011.5752590⟩
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Variational methods for spectral unmixing of hyperspectral images2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. pp.957-960, ⟨10.1109/ICASSP.2011.5946564⟩
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Multi-objective optimization in wireless sensors networks2011 23rd International Conference on Microelectronics (ICM), Dec 2011, Hammamet, Tunisia. pp.1-4, ⟨10.1109/ICM.2011.6177401⟩
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A large scale and low cost solution for real-time indoor localisation based on wireless sensor network2011 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), May 2011, Tipaza, Algeria. pp.392-395
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Guaranteed localization using reliability of measurements in imperfect mobile sensor networksESREL 2011, Sep 2011, Troyes, France. pp.557-565, ⟨10.1201/b11433-78⟩
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Interval-based localization for mobile sensors in low-anchors density networks2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.1843-1848, ⟨10.1109/IWCMC.2011.5982815⟩
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On the surface EMG signal reconstruction using blind source separation2011 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), May 2011, Tipaza, Algeria. pp.199-202, ⟨10.1109/WOSSPA.2011.5931451⟩
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Wireless sensor networks in biomedical: body area networksProc. 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), 2011, Tipaza, Algeria. pp.388-391, ⟨10.1109/WOSSPA.2011.5931518⟩
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Optimal path selection for quantized target tracking in distributed sensor networks2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.1849-1853
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Quantized variational filtering for target tracking and relay localization in sensor networks2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.1837-1842
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Méthodes variationnelles pour le démélange d'images hyperspectralesColloque du Groupe de Recherche et d'Etudes du Traitement du Signal et des Images, Sep 2011, Bordeaux, France. (support électronique)
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Collaborative human tracking with local features in the surveillant camera networksIET International Conference on Smart and Sustainable City (ICSSC 2011), Jul 2011, Shanghai, China. pp.48-48, ⟨10.1049/cp.2011.0308⟩
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Grid features based visual tracking2011 IEEE International Conference on Computer Science and Automation Engineering (CSAE), Jun 2011, Shanghai, China. pp.247-250, ⟨10.1109/CSAE.2011.5952844⟩
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Secure quantized target tracking in wireless sensor networks2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.713-718, ⟨10.1109/IWCMC.2011.5982634⟩
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Building Regionally Spatial Appearance Model by Topological Color Histogram2011 IEEE 14th International Conference on Computational Science and Engineering (CSE), Aug 2011, Dalian, China. pp.52-56, ⟨10.1109/CSE.2011.23⟩
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Robust distributed target tracking in Wireless Sensor Networks based on multi-objective optimization2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.69-72, ⟨10.1109/SSP.2011.5967798⟩
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Variational methods for spectral unmixing of hyperspectral unmixingInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), IEEE, May 2011, Prague, Czech Republic. pp.957--960, ⟨10.1109/ICASSP.2011.5946564⟩
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Robust target tracking with quantized proximity sensorsIEEE 5th International Symposium on Wireless Pervasive Computing 2010, May 2010, Modena, Italy. pp.278-282, ⟨10.1109/ISWPC.2010.5483717⟩
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Techniques d'apprentissage non-linéaires en ligne avec contraintes de positivitéActes de la VI-ème Conférence Internationale Francophone d'Automatique (CIFA), 2010, Nancy, France
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Classification of elderly as fallers and non-fallers using Centre of Pressure velocity2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010), Aug 2010, Buenos Aires, Argentina. pp.3678-3681, ⟨10.1109/IEMBS.2010.5627649⟩
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Optimal path and sensor selection for target tracking in wireless sensor networksMAXENT Workshop, Jul 2010, Chamonix, France
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Sensors Network Management for Health Condition Data Coverage on Large-scale InfrastructuresFirst IFAC Workshop on Advanced Maintenance Engineering, Services and Technology - A-MEST'10, Jul 2010, Lisbon, Portugal. ⟨10.3182/20100701-2-PT-4012.00021⟩
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Joint Multiple Target Tracking and Channel Estimation in Wireless Sensor NetworksGLOBECOM 2010 - 2010 IEEE Global Communications Conference, Dec 2010, Miami, United States. pp.1-5, ⟨10.1109/GLOCOM.2010.5683477⟩
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On the detection of elderly equilibrium degradation using multivariate-EMDIEEE GLOBECOM Workshops, 2010, Miami, United States. pp.2049 - 2053, ⟨10.1109/GLOCOMW.2010.5700305⟩
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Distributed learning with kernels in wireless sensor networks for physical phenomena modeling and trackingProc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2010, Honolulu (Hawaii), USA, United States
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Empirical Mode Decomposition for vectorial bi-dimensional signals2009 International Workshop on Multidimensional (nD) Systems (nD, Jun 2009, Thessaloniki, Greece. pp.1-4, ⟨10.1109/NDS.2009.5191553⟩
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Joint adaptive quantization and fading channel estimation for target tracking in wireless sensor networks2009 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2009), Dec 2009, Ajman, United Arab Emirates. pp.612-615, ⟨10.1109/ISSPIT.2009.5407552⟩
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Monte Carlo Tracking on the Riemannian Manifold of Multivariate Normal Distributions2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, Jan 2009, Marco Island, United States. pp.280-285, ⟨10.1109/DSP.2009.4785935⟩
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Fragment-based variational visual tracking2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2009, Aruba, Netherlands. pp.376-379, ⟨10.1109/CAMSAP.2009.5413252⟩
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Nécessité d’une approche systémique de l’étude de la sécuritéWorkshop International DMD'2009 Diagnostic et Maintenance Décentralisée : Maîtrise des Infrastructures des Eaux et des Energies Renouvelables, Apr 2009, Yaoundé, Cameroun
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Détection de dégradation de l¿équilibre chez les personnes âgéesCongès SFTAG 2009, Nov 2009, Troyes, France
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Auto-localisation dans les réseaux de capteurs sans fil par régression de matrices de GramActes du 22-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2009, Dijon, France
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Recurrence Quantification Analysis of Sustained Sub-maximal Grip Force in Patients with Glycogen Storage Disease type III7th IFAC Symposium on Modelling and Control in Biomedical Systems (including Biological Systems), Aug 2009, Aalborg, Denmark. pp.383-388, ⟨10.3182/20090812-3-DK-2006.0069⟩
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Hybrid probabilistic data association and variational filtering for multi-target tracking in wireless sensor networks2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2009, Aruba, Caribbean Netherlands. pp.368-371, ⟨10.1109/CAMSAP.2009.5413254⟩
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Functional estimation in Hilbert space for distributed learning in wireless sensor networksProc. 34th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2009, Taipei, Taiwan. pp.2861-2864, ⟨10.1109/ICASSP.2009.4960220⟩
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Model-Free Interval-Based Localization in ManetsIEEE DSP'09, Jan 2009, Marco Island, United States. pp.474-479, ⟨10.1109/DSP.2009.4785970⟩
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A nonlinear estimation for target tracking in wireless sensor networks using quantized variational filtering2009 3rd International Conference on Signals, Circuits and Systems (SCS 2009), Nov 2009, Medenine, Tunisia. pp.1-4
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An enhanced empirical modal decomposition without sifting2009 IEEE/SP 15th Workshop on Statistical Signal Processing (SSP), Aug 2009, Cardiff, United Kingdom. pp.796-799, ⟨10.1109/SSP.2009.5278474⟩
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Apprentissage non-linéaire en ligne dans les réseaux de capteurs sans filActes du 22-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2009, Dijon, France
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Stochastic Filtering with Networked SensingIEEE 70th Vehicular Technology Conference (VTC'09), Sep 2009, Anchorage, United States. ⟨10.1109/VETECF.2009.5379078⟩
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Nonlinear chaotic component extraction for postural stability analysis2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sep 2009, Minneapolis, United States. pp.31-34, ⟨10.1109/IEMBS.2009.5335020⟩
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Data-driven online variational filtering in wireless sensor networksICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2413-2416, ⟨10.1109/ICASSP.2009.4960108⟩
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Localisation par intervalles basée sur les ancres et les non-ancres dans les réseaux de capteurs mobiles.Colloque Gretsi 2009, Sep 2009, Dijon, France. 4 p
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Postural time-series analysis using Empirical Mode Decomposition and second-order difference plotsICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.537-540, ⟨10.1109/ICASSP.2009.4959639⟩
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Detection of the critical point interval of postural control strategy using wavelet transform analysis2nd International Conference on Bio-Inspired Systems and Signal Processing (Biosignals 2009), Jan 2009, Porto, Portugal
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Decentralized variational filtering for simultaneous sensor localization and target tracking in binary sensor networksICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2233-2236, ⟨10.1109/ICASSP.2009.4960063⟩
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Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networksProc. 42nd Annual Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 2008, Pacific Grove, CA, USA, United States. pp.246-250, ⟨10.1109/ACSSC.2008.5074401⟩
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Distributed regression in sensor networks with a reduced-order kernel modelProc. 51st IEEE GLOBECOM Global Communications Conference, 2008, New Orleans, LA, USA, United States. pp.1-5, ⟨10.1109/GLOCOM.2008.ECP.29⟩
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Intrinsic Mode Entropy for postural steadiness analysis4th European Congress for Medical and Biomedical Engineering (EMBEC), Nov 2008, Antwerp, Belgium. pp.212-215, ⟨10.1007/978-3-540-89208-3_53⟩
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Variational Filtering algorithm for interdependent target tracking and sensor localization in wireless sensor network2008 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland
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Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation TechniquesIEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference, Nov 2008, New Orleans, United States. pp.1-5, ⟨10.1109/GLOCOM.2008.ECP.87⟩
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Localization in sensor networks - A matrix regression approachProc. 5th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2008, Darmstadt, Germany. pp.284-287, ⟨10.1109/SAM.2008.4606873⟩
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Distributed localization in wireless sensor networks as a pre-image problem in a reproducing kernel Hilbert spaceProc. 16th European Conference on Signal Processing (EUSIPCO), 2008, Lausanne, Switzerland. pp.1-5
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Analysis of center of pressure signals using Empirical Mode Decomposition and Fourier-Bessel expansionTENCON 2008 - 2008 IEEE Region 10 Conference (TENCON), Nov 2008, Hyderabad, India. pp.1-6, ⟨10.1109/TENCON.2008.4766596⟩
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One-class support vector machine for joint variable selection and detection of postural balance degradation4th European Congress for Medical and Biomedical Engineering (EMBEC), Nov 2008, Antwerp, Belgium. pp.204-207, ⟨10.1007/978-3-540-89208-3_51⟩
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GMRES Interference Canceller for MIMO Relay NetworkIEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference, Nov 2008, New Orleans, United States. pp.1-5
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Distributed learning in wireless sensor networks5th Workshop on Sensor Networks, Nov 2008, Toulouse, France
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Binary Variational Filtering for Target Tracking in Sensor Networks2007 IEEE/SP 14th Workshop on Statistical Signal Processing, Aug 2007, Madison, United States. pp.685-689, ⟨10.1109/SSP.2007.4301346⟩
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Information-theoretic node scheduling in collaborative sensor networks2007 9th International Symposium on Signal Processing and Its Applications (ISSPA), Feb 2007, Sharjah, United Arab Emirates. pp.1-4, ⟨10.1109/ISSPA.2007.4555503⟩
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GMRES Interference Canceler for doubly iterative MIMO system with a Large Number of Antennas2007 IEEE International Symposium on Signal Processing and Information Technology, Dec 2007, Giza, Egypt. pp.449-453
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Prediction-Based Proactive Cluster Target Tracking Protocol for Binary Sensor Networks2007 IEEE International Symposium on Signal Processing and Information Technology, Dec 2007, Giza, Egypt. pp.234-239, ⟨10.1109/ISSPIT.2007.4458178⟩
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Hilbert-Huang Transformation: Application to Postural Stability Analysis2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.1562-1565, ⟨10.1109/IEMBS.2007.4352602⟩
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Anchor-Based Distributed Localization Inwireless Sensor Networks2007 IEEE/SP 14th Workshop on Statistical Signal Processing, Aug 2007, Madison, United States. pp.393-397, ⟨10.1109/SSP.2007.4301287⟩
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Sélection de variables stabilométriques pour l'analyse et la détection de la dégradation de l'équilibre postural21e colloque GRETSI sur le traitement du signal et des images, Sep 2007, Troyes, France
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Reconstructed Phase Spaces of Intrinsic Mode Functions. Application to Postural Stability AnalysisConference Proceedings. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2006, New York, United States. pp.4584-4589, ⟨10.1109/IEMBS.2006.259922⟩
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Ensemble Learning Online Filtering in Wireless Sensor Networks2006 10th IEEE Singapore International Conference on Communication Systems, Oct 2006, Singapore, Singapore. pp.1-5, ⟨10.1109/ICCS.2006.301437⟩
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WSN06-5: Distributed Bayesian Fault diagnosis in Collaborative Wireless Sensor Networks.IEEE Globecom 2006, Nov 2006, San Francisco, United States. pp.1-6, ⟨10.1109/GLOCOM.2006.498⟩
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Component separation for Cosmic Microwave Background data : a blind approach based on spectral diversityWorkshop on Physics in Signal and Image Processing 3, Jan 2003, Grenoble, France
Communication dans un congrès
in2p3-00013720v1
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MCMC joint separation and segmentation of hidden Markov fields2002, pp.485-494
Communication dans un congrès
hal-00119184v1
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Blind Separation of noisy Gaussian stationary sources. Application to cosmic microwave background imagingEuropean Signal Processing Conference 11, Sep 2002, Toulouse, France
Communication dans un congrès
in2p3-00012625v1
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Bayesian blind component separation for cosmic microwave backgroung observationsMAXENT 2001: International Workshop on Bayesian Inference and Maximum Entropy Methods in Science Engineering 21, Aug 2001, Baltimore, United States. pp.125-140
Communication dans un congrès
in2p3-00012665v1
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Bayesian source separation with mixture of Gaussians prior for sources and Gaussian prior for mixture coefficients2001, pp.388-406
Communication dans un congrès
hal-00119183v1
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MALICE : Localisation de sources polluantes depuis un réseau de capteursGIS 3SGS 2011 : 4ème Workshop du Groupement d'Intérêt Scientifique «Surveillance, Sûreté, Sécurité des Grands Systèmes»), Oct 2011, Valenciennes, France
Poster de conférence
hal-02870517v1
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Kernel variational approach for target tracking in a wireless sensor networkJean-François Giovannelli and Jérôme Idier. Regularization and bayesian methods for inverse problems in signal and image processing, 10, Wiley-ISTE, pp.251 - 265, 2015, Digital signal and image processing series, 978-1-84821-637-2
Chapitre d'ouvrage
hal-01964949v1
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Approche variationnelle à noyau pour le suivi de cibles dans un réseau de capteurs sans filJean-François Giovannelli and Jérôme Idier. Méthodes d'inversion appliquées au traitement du signal et de l'image, Hermes, pp.273 - 288, 2013
Chapitre d'ouvrage
hal-01964952v1
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Routing Optimization and Secure Target Tracking in Distributed Wireless Sensor NetworksWireless Sensor Networks and Energy Efficiency, IGI Global, pp.396-419, 2012, ⟨10.4018/978-1-4666-0101-7.ch019⟩
Chapitre d'ouvrage
hal-02274691v1
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Factors that May Influence the Performance of Wireless Sensor NetworksSmart Wireless Sensor Networks, InTech, 2010
Chapitre d'ouvrage
hal-02273260v1
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Wavelet Transform Analysis of the Power Spectrum of Centre of Pressure Signals to Detect the Critical Point Interval of Postural ControlBiomedical Engineering Systems and Technologies, pp.235-244, 2010, ⟨10.1007/978-3-642-11721-3_18⟩
Chapitre d'ouvrage
hal-02366141v1
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Séparation d'imagesAli Mohammad-Djafari. Problèmes inverses en imagerie et en vision, Hermes-Lavoisier, pp.391-424, 2009
Chapitre d'ouvrage
hal-00449704v1
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Image separationAli Mohammad-Djafari. Inverse Problems in Vision and 3D Tomography, ISTE, Wiley, pp.377-410, 2009
Chapitre d'ouvrage
hal-00449797v1
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Method, device and system for assesing the quality of balanceUnited States, Patent n° : US10791980. 2020
Brevet
hal-03321152v1
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METHOD, DEVICE, AND SYSTEM FOR ASSESSING THE QUALITY OF BALANCEFrance, Patent n° : WO/2012/052697. 2012
Brevet
hal-02870409v1
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System and method for locating a target using a transceiver arrayUnited States, Patent n° : US13264719. 2010
Brevet
hal-01966122v1
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Penalized maximum likelihood for multivariate Gaussian mixture2001
Pré-publication, Document de travail
hal-00119179v1
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Approche bayésienne en séparation de sources. Applications en imagerieTraitement du signal et de l'image [eess.SP]. Université Paris Sud - Paris XI, 2003. Français. ⟨NNT : ⟩
Thèse
tel-00009634v1
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