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Hichem SNOUSSI, Professeur des Universités (classe exceptionnelle), Directeur-Adjoint LIST3N, Responsable équipe M2S


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.


Journal articles78 documents

  • Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun. Deep learning and handcrafted features for one-class anomaly detection in UAV video. Multimedia Tools and Applications, Springer Verlag, 2021, 80 (2), pp.2599-2620. ⟨10.1007/s11042-020-09774-w⟩. ⟨hal-03320648⟩
  • Tian Wang, Jiakun Li, Zhaoning Kong, Xin Liu, Hichem Snoussi, et al.. Digital twin improved via visual question answering for vision-language interactive mode in human–machine collaboration. Journal of Manufacturing Systems, Elsevier, 2021, 58 (PART B), pp.261-269. ⟨10.1016/j.jmsy.2020.07.011⟩. ⟨hal-03320661⟩
  • Slim Hamdi, Samir Bouindour, Hichem Snoussi, Tian Wang, Mohamed Abid. End-to-End Deep One-Class Learning for Anomaly Detection in UAV Video Stream. Journal of Imaging, MDPI, 2021, 7 (5), pp.90. ⟨10.3390/jimaging7050090⟩. ⟨hal-03320669⟩
  • Tian Wang, Mingqi Shao, Rong Guo, Fei Tao, Gang Zhang, et al.. Surrogate Model via Artificial Intelligence Method for Accelerating Screening Materials and Performance Prediction. Advanced Functional Materials, Wiley, 2021, 31 (8), pp.2006245. ⟨10.1002/adfm.202006245⟩. ⟨hal-03320764⟩
  • Haifa Touati, Amira Chriki, Hichem Snoussi, Farouk Kamoun. Cognitive Radio and Dynamic TDMA for efficient UAVs swarm communications. Computer Networks, Elsevier, 2021, 196, pp.108264. ⟨10.1016/j.comnet.2021.108264⟩. ⟨hal-03320643⟩
  • Bouziane Brik, Moez Esseghir, Leila Merghem-Boulahia, Hichem Snoussi. An IoT-based deep learning approach to analyse indoor thermal comfort of disabled people. Building and Environment, Elsevier, 2021, 203, pp.108056. ⟨10.1016/j.buildenv.2021.108056⟩. ⟨hal-03320633⟩
  • Aichun Zhu, Zhe Zheng, Yaoying Huang, Tian Wang, Jing Jin, et al.. CACrowdGAN: Cascaded Attentional Generative Adversarial Network for Crowd Counting. IEEE Transactions on Intelligent Transportation Systems, IEEE, In press, pp.1-13. ⟨10.1109/TITS.2021.3075859⟩. ⟨hal-03320638⟩
  • Aichun Zhu, Guoxiu Duan, Xiaomei Zhu, Lu Zhao, Yaoying Huang, et al.. CDADNet: Context-guided dense attentional dilated network for crowd counting. Signal Processing: Image Communication, Elsevier, 2021, 98, pp.116379. ⟨10.1016/j.image.2021.116379⟩. ⟨hal-03320640⟩
  • Tian Wang, Jiakun Li, Yingjun Deng, Chuang Wang, Hichem Snoussi, et al.. Digital twin for human-machine interaction with convolutional neural network. International Journal of Computer Integrated Manufacturing, Taylor & Francis, In press, pp.1-10. ⟨10.1080/0951192X.2021.1925966⟩. ⟨hal-03320655⟩
  • Qianyu Wu, Aichun Zhu, Ran Cui, Tian Wang, Fangqiang Hu, et al.. Pose-Guided Inflated 3D ConvNet for action recognition in videos. Signal Processing: Image Communication, Elsevier, 2021, 91, pp.116098. ⟨10.1016/j.image.2020.116098⟩. ⟨hal-03320743⟩
  • Tian Wang, Shiye Lei, Youyou Jiang, Choi Chang, Hichem Snoussi, et al.. Accelerating temporal action proposal generation via high performance computing. Frontiers of Computer Science, Springer Verlag, In press, ⟨10.1007/s11704-021-0173-7⟩. ⟨hal-03320627⟩
  • Ronghua Hu, Tian Wang, Yi Zhou, Hichem Snoussi, Abel Cherouat. FT-MDnet: A Deep-Frozen Transfer Learning Framework for Person Search. IEEE Transactions on Information Forensics and Security, Institute of Electrical and Electronics Engineers, 2021. ⟨hal-03624407⟩
  • Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghedira. Linear models for total coverage problem with connectivity constraints using multiple unmanned aerial vehicles. International Journal of Sensor Networks, Inderscience, 2020, 34 (1), pp.15. ⟨10.1504/IJSNET.2020.109714⟩. ⟨hal-03320728⟩
  • Tian Wang, Meina Qiao, Aichun Zhu, Guangcun Shan, Hichem Snoussi. Abnormal event detection via the analysis of multi-frame optical flow information. Frontiers of Computer Science, Springer Verlag, 2020, 14 (2), pp.304-313. ⟨10.1007/s11704-018-7407-3⟩. ⟨hal-03320617⟩
  • Aichun Zhu, Qianyu Wu, Ran Cui, Tian Wang, Wenlong Hang, et al.. Exploring a rich spatial–temporal dependent relational model for skeleton-based action recognition by bidirectional LSTM-CNN. Neurocomputing, Elsevier, 2020, 414, pp.90-100. ⟨10.1016/j.neucom.2020.07.068⟩. ⟨hal-03320682⟩
  • Tian Wang, Meina Qiao, Mengyi Zhang, Yi Yang, Hichem Snoussi. Data-driven prognostic method based on self-supervised learning approaches for fault detection. Journal of Intelligent Manufacturing, Springer Verlag (Germany), 2020, 31 (7), pp.1611-1619. ⟨10.1007/s10845-018-1431-x⟩. ⟨hal-03320646⟩
  • Tian Wang, Jiaxiang Cheng, Yi Yang, Christian Esposito, Hichem Snoussi, et al.. Adaptive Optimization Method in Digital Twin Conveyor Systems via Range-Inspection Control. IEEE Transactions on Automation Science and Engineering, Institute of Electrical and Electronics Engineers, 2020, pp.1-9. ⟨10.1109/TASE.2020.3043393⟩. ⟨hal-03320628⟩
  • Charbel Chahla, Hichem Snoussi, F. Abdallah, F. Dornaika. Learned versus Handcrafted Features for Person Re-identification. International Journal of Pattern Recognition and Artificial Intelligence, World Scientific Publishing, 2020, 34 (4), pp.2055009. ⟨10.1142/S0218001420550095⟩. ⟨hal-03320726⟩
  • Tian Wang, Yang Chen, Zhiwei Lin, Aichun Zhu, Yong Li, et al.. RecapNet: Action Proposal Generation Mimicking Human Cognitive Process. IEEE Transactions on Cybernetics, IEEE, In press, pp.1-12. ⟨10.1109/TCYB.2020.2965196⟩. ⟨hal-02461499⟩
  • Tian Wang, Yang Chen, Hongqiang Lv, Jing Teng, Hichem Snoussi, et al.. Online Detection of Action Start via Soft Computing for Smart City. IEEE Transactions on Industrial Informatics, Institute of Electrical and Electronics Engineers, In press, pp.1-1. ⟨10.1109/TII.2020.2997032⟩. ⟨hal-02637930⟩
  • Samira Chouikhi, Leila Merghem-Boulahia, Moez Esseghir, Hichem Snoussi. A Game-Theoretic Multi-Level Energy Demand Management for Smart Buildings. IEEE Transactions on Smart Grid, Institute of Electrical and Electronics Engineers, 2019, pp.1-1. ⟨10.1109/TSG.2019.2911129⟩. ⟨hal-02271767⟩
  • Tian Wang, Ruoxi Qin, Yang Chen, Hichem Snoussi, Chang Choi. A reinforcement learning approach for UAV target searching and tracking. Multimedia Tools and Applications, Springer Verlag, 2019, 78 (4), pp.4347-4364. ⟨10.1007/s11042-018-5739-5⟩. ⟨hal-03320597⟩
  • Tian Wang, Cheng Zhang, Hichem Snoussi, Gang Zhang. Machine Learning Approaches for Thermoelectric Materials Research. Advanced Functional Materials, Wiley, 2019, 30 (5), pp.1906041. ⟨10.1002/adfm.201906041⟩. ⟨hal-03320729⟩
  • Mohamad Mazen Hittawe, Shehzad Afzal, Tahira Jamil, Hichem Snoussi, Ibrahim Hoteit, et al.. Abnormal events detection using deep neural networks: application to extreme sea surface temperature detection in the Red Sea. Journal of Electronic Imaging, SPIE and IS&T, 2019, 28 (02), pp.1. ⟨10.1117/1.JEI.28.2.021012⟩. ⟨hal-02297235⟩
  • Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun. FANET: Communication, mobility models and security issues. Computer Networks, Elsevier, 2019, 163, pp.106877. ⟨10.1016/j.comnet.2019.106877⟩. ⟨hal-02316570⟩
  • Samir Bouindour, Hichem Snoussi, Mohamad Hittawe, Nacef Tazi, Tian Wang. An On-Line and Adaptive Method for Detecting Abnormal Events in Videos Using Spatio-Temporal ConvNet. Applied Sciences, MDPI, 2019, 9 (4), pp.757. ⟨10.3390/app9040757⟩. ⟨hal-02297585⟩
  • Tian Wang, Zichen Miao, Yuxin Chen, Yi Zhou, Guangcun Shan, et al.. AED-Net: An Abnormal Event Detection Network. Engineering, Scientific Research, 2019, 5 (5), pp.930-939. ⟨10.1016/j.eng.2019.02.008⟩. ⟨hal-02366386v2⟩
  • Tian Wang, Jiakun Li, Mengyi Zhang, Aichun Zhu, Hichem Snoussi, et al.. An enhanced 3DCNN‐ConvLSTM for spatiotemporal multimedia data analysis. Concurrency and Computation: Practice and Experience, Wiley, 2019, pp.e5302. ⟨10.1002/cpe.5302⟩. ⟨hal-02297518⟩
  • Tian Wang, Meina Qiao, Zhiwei Lin, Ce Li, Hichem Snoussi, et al.. Generative Neural Networks for Anomaly Detection in Crowded Scenes. IEEE Transactions on Information Forensics and Security, Institute of Electrical and Electronics Engineers, 2019, 14 (5), pp.1390-1399. ⟨10.1109/TIFS.2018.2878538⟩. ⟨hal-02318507⟩
  • Yi Zhou, Tian Wang, Ronghua Hu, Hang Su, Yi Liu, et al.. Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X -Band Marine Radar Data. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2019, 67 (14), pp.3676-3688. ⟨10.1109/TSP.2019.2917812⟩. ⟨hal-02353289⟩
  • Tian Wang, Meina Qiao, Yang Chen, Jie Chen, Aichun Zhu, et al.. Video feature descriptor combining motion and appearance cues with length-invariant characteristics. Optik, Elsevier, 2018, 157, pp.1143-1154. ⟨10.1016/j.ijleo.2017.11.176⟩. ⟨hal-03320779⟩
  • Tian Wang, Meina Qiao, Yingjun Deng, Yi Zhou, Huan Wang, et al.. Abnormal event detection based on analysis of movement information of video sequence. Optik, Elsevier, 2018, 152, pp.50-60. ⟨10.1016/j.ijleo.2017.07.064⟩. ⟨hal-03320601⟩
  • Aichun Zhu, Tian Wang, Hichem Snoussi. Hierarchical graphical-based human pose estimation via local multi-resolution convolutional neural network. AIP Advances, American Institute of Physics- AIP Publishing LLC, 2018, 8 (3), pp.035215. ⟨10.1063/1.5024463⟩. ⟨hal-03320694⟩
  • Tian Wang, Meina Qiao, Aichun Zhu, Yida Niu, Ce Li, et al.. Abnormal event detection via covariance matrix for optical flow based feature. Multimedia Tools and Applications, Springer Verlag, 2018, 77 (13), pp.17375-17395. ⟨10.1007/s11042-017-5309-2⟩. ⟨hal-03320616⟩
  • Tian Wang, Yang Chen, Meina Qiao, Hichem Snoussi. A fast and robust convolutional neural network-based defect detection model in product quality control. International Journal of Advanced Manufacturing Technology, Springer Verlag, 2018, 94 (9-12), pp.3465-3471. ⟨10.1007/s00170-017-0882-0⟩. ⟨hal-03320589⟩
  • Tian Wang, Meina Qiao, Jie Chen, Chuanyun Wang, Wenjia Zhang, et al.. Abnormal global and local event detection in compressive sensing domain. AIP Advances, American Institute of Physics- AIP Publishing LLC, 2018, 8 (5), pp.055224. ⟨10.1063/1.5022779⟩. ⟨hal-03320618⟩
  • Tian Wang, Yao Yuting, Yang Cheng, Mengyi Zhang, Fei Tao, et al.. Auto-sorting System Towards Smart Factory based on Deep learning for Image Segmentation. IEEE Sensors Journal, Institute of Electrical and Electronics Engineers, 2018, pp.8493-8501. ⟨10.1109/JSEN.2018.2866943⟩. ⟨hal-03320635⟩
  • Valeria Borodin, Hichem Snoussi, Faicel Hnaien, Nacima Labadie. Signal processing on graphs: Case of sampling in Paley-Wiener spaces. Signal Processing, Elsevier, In press, ⟨10.1016/j.sigpro.2018.05.016⟩. ⟨emse-01797354⟩
  • Tian Wang, Yang Chen, Mengyi Zhang, Jie Chen, Hichem Snoussi. Internal Transfer Learning for Improving Performance in Human Action Recognition for Small Datasets. IEEE Access, IEEE, 2017, 5, pp.17627-17633. ⟨10.1109/ACCESS.2017.2746095⟩. ⟨hal-03320724⟩
  • Charbel Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika. Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization. Engineering Applications of Artificial Intelligence, Elsevier, 2017, 58, pp.27-33. ⟨10.1016/j.engappai.2016.11.004⟩. ⟨hal-02307929⟩
  • Maher Rebai, Matthieu Le Berre, Faicel Hnaien, Hichem Snoussi. Exact Biobjective Optimization Methods for Camera Coverage Problem in Three-Dimensional Areas. IEEE Sensors Journal, Institute of Electrical and Electronics Engineers, 2016, 16 (9), pp.3323-3331. ⟨10.1109/JSEN.2016.2519451⟩. ⟨hal-02316396⟩
  • Bassem Hadjkacem, Walid Ayedi, Mohamed Abidi, Hichem Snoussi. LBP based Spatio-Temporal Covariance Descriptor for People Re-identification. Journal of Information Assurance and Security, Dynamic Publishers Inc., USA, 2016, 11 (3), pp.126-134. ⟨hal-03320725⟩
  • Maher Rebai, Hasan Murat Afsar, Hichem Snoussi. Exact methods for sensor deployment problem with connectivity constraint in wireless sensor networks. International Journal of Sensor Networks, Inderscience, 2016, 21 (3), pp.157. ⟨10.1504/IJSNET.2016.078324⟩. ⟨hal-02485536⟩
  • Matthieu Le Berre, Maher Rebai, Faicel Hnaien, Hichem Snoussi. A bi-objective model for wireless sensor deployment considering coverage and tracking applications. International Journal of Sensor Networks, Inderscience, 2016, 22 (1), pp.47. ⟨10.1504/IJSNET.2016.079313⟩. ⟨hal-02283833⟩
  • F. Dornaika, Charbel Chahla, F. Khattar, F. Abdallah, Hichem Snoussi. Discriminant sparse label-sensitive embedding: Application to image-based face pose estimation. Engineering Applications of Artificial Intelligence, Elsevier, 2016, 50, pp.168-176. ⟨10.1016/j.engappai.2016.01.035⟩. ⟨hal-03320665⟩
  • Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Hichem Snoussi. Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2016, vol. 54 (n° 4), pp. 2207-2219. ⟨10.1109/TGRS.2015.2497583⟩. ⟨hal-01311346⟩
  • Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi. Non-parametric and semi-parametric RSSI/distance modeling for target tracking in wireless sensor networks. IEEE Sensors Journal, Institute of Electrical and Electronics Engineers, 2016, 16 (7), pp.2115 - 2126. ⟨10.1109/JSEN.2015.2510020⟩. ⟨hal-01965051⟩
  • Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi. Gas Sources Parameters Estimation Using Machine Learning in WSNs. IEEE Sensors Journal, Institute of Electrical and Electronics Engineers, 2016, 16 (14), pp.5795 - 5804. ⟨10.1109/JSEN.2016.2569559⟩. ⟨hal-01965049⟩
  • Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi. Decentralized localization using radio-fingerprints and accelerometer in WSNs. IEEE Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers, 2015, 51 (1), pp.242-257. ⟨10.1109/TAES.2014.130479⟩. ⟨hal-02307519⟩
  • Matthieu Le Berre, Maher Rebai, Faicel Hnaien, Hichem Snoussi. A Specific Heuristic Dedicated to a Coverage/Tracking Bi-objective Problem for Wireless Sensor Deployment. Wireless Personal Communications, Springer Verlag, 2015, 84 (3), pp.2187-2213. ⟨10.1007/s11277-015-2548-2⟩. ⟨hal-02290465⟩
  • Maher Rebai, Matthieu Le Berre, Hichem Snoussi, Faicel Hnaien, Lyes Khoukhi. Sensor deployment optimization methods to achieve both coverage and connectivity in wireless sensor networks. Computers and Operations Research, Elsevier, 2015, 59, pp.11-21. ⟨10.1016/j.cor.2014.11.002⟩. ⟨hal-02274738⟩
  • Tian Wang, Jie Chen, Paul Honeine, Hichem Snoussi. Abnormal event detection via multikernel learning for distributed camera networks. International Journal of Distributed Sensor Networks, Hindawi Publishing Corporation, 2015, 2015 (Article ID 989450), pp.1-9. ⟨10.1155/2015/989450⟩. ⟨hal-01965567⟩
  • Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi. Kernel-based machine learning using radio-fingerprints for localization in WSNs. IEEE Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers, 2015, 51 (2), pp.1324 - 1336. ⟨10.1109/TAES.2015.140061⟩. ⟨hal-01965564⟩
  • Oussama Ghorbel, Walid Ayedi, Hichem Snoussi, Mohamed Abid. Fast and Efficient Outlier Detection Method in Wireless Sensor Networks. IEEE Sensors Journal, Institute of Electrical and Electronics Engineers, 2015, 15 (6), pp.3403-3411. ⟨10.1109/JSEN.2015.2388498⟩. ⟨hal-02316575⟩
  • Nicolas Chrysanthos, Pierre Beauseroy, Hichem Snoussi, Edith Grall-Maës. Theoretical properties and implementation of the one-sided mean kernel for time series. Neurocomputing, Elsevier, 2015, 169, pp.196-204. ⟨10.1016/j.neucom.2014.11.079⟩. ⟨hal-02365431⟩
  • Aichun Zhu, Hichem Snoussi, Tian Wang, Abel Cherouat. Human pose estimation with multiple mixture parts model based on upper body categories. Journal of Electronic Imaging, SPIE and IS&T, 2015, 24 (4), pp.12. ⟨10.1117/1.JEI.24.4.043021⟩. ⟨hal-01436510⟩
  • Maher Rebai, Matthieu Le Berre, Faicel Hnaien, Hichem Snoussi, Lyes Khoukhi. A Branch and Bound Algorithm for the Critical Grid Coverage Problem in Wireless Sensor Networks. International Journal of Distributed Sensor Networks, Hindawi Publishing Corporation, 2014, 10 (2), pp.769658. ⟨10.1155/2014/769658⟩. ⟨hal-02271684⟩
  • Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi. Target tracking using machine learning and Kalman filter in wireless sensor networks. IEEE Sensors Journal, Institute of Electrical and Electronics Engineers, 2014, 14 (10), pp.3715 - 3725. ⟨10.1109/JSEN.2014.2332098⟩. ⟨hal-01965571⟩
  • Lei Qin, Hichem Snoussi, Fahed Abdallah. Object Tracking Using Adaptive Covariance Descriptor and Clustering-Based Model Updating for Visual Surveillance. Sensors, MDPI, 2014, 14(6), pp.9380-9407. ⟨10.3390/s140609380⟩. ⟨hal-01082693⟩
  • Tian Wang, Hichem Snoussi. Detection of Abnormal Visual Events via Global Optical Flow Orientation Histogram. IEEE Transactions on Information Forensics and Security, Institute of Electrical and Electronics Engineers, 2014, 9 (6), pp.988-998. ⟨10.1109/TIFS.2014.2315971⟩. ⟨hal-02307896⟩
  • Farah Mourad-Chehade, Paul Honeine, Hichem Snoussi. Polar interval-based localization in mobile sensor networks. IEEE Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers, 2013, 49 (4), pp.2310 - 2322. ⟨10.1109/TAES.2013.6621818⟩. ⟨hal-01965579⟩
  • Farah Mourad-Chehade, Hicham Chehade, Hichem Snoussi, Farouk Yalaoui, Lionel Amodeo, et al.. Controlled Mobility Sensor Networks for Target Tracking Using Ant Colony Optimization. IEEE Transactions on Mobile Computing, Institute of Electrical and Electronics Engineers, 2012, 11 (8), pp.1261-1273. ⟨10.1109/TMC.2011.154⟩. ⟨hal-02307406⟩
  • Erliang Zhang, Jérôme Antoni, Bin Dong, Hichem Snoussi. Bayesian space-frequency separation of wide-band sound sources by a hierarchical approach. Journal of the Acoustical Society of America, Acoustical Society of America, 2012, 132 (5), pp.3240-3250. ⟨10.1121/1.4754530⟩. ⟨hal-01018733⟩
  • Farah Mourad-Chehade, Hichem Snoussi, Michel Kieffer, Cédric Richard. Robust Interval-Based Localization Algorithms for Mobile Sensor Networks. International Journal of Distributed Sensor Networks, Hindawi Publishing Corporation, 2012, 2012, Article ID 303895, 7 p. ⟨10.1155/2012/303895⟩. ⟨hal-00727777⟩
  • Jing Teng, Hichem Snoussi, Cédric Richard, Rong Zhou. Distributed Variational Filtering for Simultaneous Sensor Localization and Target Tracking in Wireless Sensor Networks. IEEE Transactions on Vehicular Technology, Institute of Electrical and Electronics Engineers, 2012, 61 (5), pp.2305-2318. ⟨10.1109/TVT.2012.2190631⟩. ⟨hal-02308079⟩
  • Fahed Abdallah, Hicham Laanaya, Hichem Snoussi, Cédric Richard. Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold. Pattern Recognition Letters, Elsevier, 2011, 32 (13), pp.1511-1515. ⟨10.1016/j.patrec.2011.05.009⟩. ⟨hal-00639117⟩
  • Zoulficar Younes, Fahed Abdallah, Thierry Denoeux, Hichem Snoussi. A dependent multi-label classification method derived from the k-nearest neighbor rule. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2011, 2011, pp.Article ID 645964. ⟨10.1155/2011/645964⟩. ⟨hal-00655629⟩
  • Ke Li, David Hewson, Hichem Snoussi, Jacques Duchene, Jean-Yves Hogrel. Recurrence quantification analysis of sustained sub-maximal grip contractions in patients with various metabolic muscle disorders. Biomedical Signal Processing and Control, Elsevier, 2011, 6 (1), pp.70-76. ⟨10.1016/j.bspc.2010.10.001⟩. ⟨hal-02359062⟩
  • Farah Mourad-Chehade, Hichem Snoussi, Fahed Abdallah, Cédric Richard. A Robust Localization Algorithm for Mobile Sensors Using Belief Functions. IEEE Transactions on Vehicular Technology, Institute of Electrical and Electronics Engineers, 2011, 60 (4), pp.1799 - 1811. ⟨10.1109/TVT.2011.2115265⟩. ⟨hal-00639129⟩
  • Farah Mourad-Chehade, Hichem Snoussi, Cédric Richard. Interval-Based Localization using RSSI Comparison in MANETs. IEEE Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers, 2011, 47 (4), pp.2897-2910. ⟨10.1109/TAES.2011.6034672⟩. ⟨hal-02319973⟩
  • Jing Teng, Hichem Snoussi, Cédric Richard. Decentralized Variational Filtering for Target Tracking in Binary Sensor Networks. IEEE Transactions on Mobile Computing, Institute of Electrical and Electronics Engineers, 2010, 9 (10), pp.1465-1477. ⟨10.1109/TMC.2010.117⟩. ⟨hal-02307535⟩
  • Paul Honeine, Cédric Richard, José C. M. Bermudez, Jie Chen, Hichem Snoussi. A decentralized approach for non-linear prediction of time series data in sensor networks. Journal on Wireless Communications and Networking, 2010, Special issue on theoretical and algorithmic foundations of wireless ad hoc and sensor networks, pp.12:1 - 12:12. ⟨10.1155/2010/627372⟩. ⟨hal-01965586⟩
  • Farah Mourad-Chehade, Hichem Snoussi, Fahed Abdallah, Cédric Richard. Anchor-based localization via interval analysis for mobile ad-hoc sensor networks. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2009, 57 (8), pp.3226-3239. ⟨10.1109/TSP.2009.2020018⟩. ⟨hal-00450171⟩
  • Hassan Amoud, Hichem Snoussi, David Hewson, Jacques Duchene. Univariate and Bivariate Empirical Mode Decomposition for Postural Stability Analysis. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2008, 2008 (1), pp.657391 (2008). ⟨10.1155/2008/657391⟩. ⟨hal-02365941⟩
  • Hassan Amoud, Hichem Snoussi, David Hewson, Michel Doussot, Jacques Duchene. Intrinsic Mode Entropy for Nonlinear Discriminant Analysis. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2007, 14 (5), pp.297-300. ⟨10.1109/LSP.2006.888089⟩. ⟨hal-02319985⟩
  • Hichem Snoussi, Ali Mohammad-Djafari. Estimation of Structured Gaussian Mixtures: The Inverse EM Algorithm. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2007, 55 (7), pp.3185-3191. ⟨10.1109/TSP.2007.893923⟩. ⟨hal-02316175⟩
  • Hichem Snoussi, Jérôme Idier. Bayesian Blind Separation of Generalized Hyperbolic Processes in Noisy and Underdeterminate Mixtures. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2006, 54 (9), pp.3257-3269. ⟨10.1109/TSP.2006.877660⟩. ⟨hal-00400662⟩
  • Hichem Snoussi, Vince D. Calhoun. Regularized spectral matching for blind source separation. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2005, 53 (9), pp.3373-3383. ⟨10.1109/TSP.2005.853209⟩. ⟨hal-02359105⟩

Conference papers157 documents

  • Masoud Pourreza, Bahram Mohammadi, Mostafa Khaki, Samir Bouindour, Hichem Snoussi, et al.. G2D: Generate to Detect Anomaly. 2021 IEEE Winter Conference on Applications of Computer Vision (WACV), Jan 2021, Waikoloa, United States. pp.2002-2011, ⟨10.1109/WACV48630.2021.00205⟩. ⟨hal-03320693⟩
  • Heng Jin, Tian Wang, Mengyi Zhang, Mingmin Li, Yan Wang, et al.. Neural Style Transfer for Picture with Gradient Gram Matrix Description. 2020 39th Chinese Control Conference (CCC), Jul 2020, Shenyang, China. pp.7026-7030, ⟨10.23919/CCC50068.2020.9188652⟩. ⟨hal-03320737⟩
  • Pingyi Chen, Tianyu Chen, Zhiqiang Yang, Tian Wang, Mengyi Zhang, et al.. Few-sample Multi-organ Abdominal Image Segmentation with Mean Teacher Model. 2020 39th Chinese Control Conference (CCC), Jul 2020, Shenyang, China. pp.6613-6617, ⟨10.23919/CCC50068.2020.9189187⟩. ⟨hal-03320685⟩
  • Slim Hamdi, Hichem Snoussi, Mohamed Abid. Fine-Tuning a Pre-trained CAE for Deep One Class Anomaly Detection in Video Footage. 4th Mediterranean Conference, MedPRAI 2020: Pattern Recognition and Artificial Intelligence, Dec 2020, Hammamet, Tunisia. pp.3-17, ⟨10.1007/978-3-030-71804-6_1⟩. ⟨hal-03320690⟩
  • Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun. UAV-based Surveillance System: an Anomaly Detection Approach. 2020 IEEE Symposium on Computers and Communications (ISCC), Jul 2020, Rennes, France. pp.1-6, ⟨10.1109/ISCC50000.2020.9219585⟩. ⟨hal-03320774⟩
  • Slim Hamdi, Samir Bouindour, Kais Loukil, Hichem Snoussi, Mohamed Abid. Two-streams Fully Convolutional Networks for Abnormal Event Detection in Videos. 12th International Conference on Agents and Artificial Intelligence, Feb 2020, Valletta, Malta. pp.514-521. ⟨hal-03320773⟩
  • Qipeng Zhang, Tian Wang, Huai-Ning Wu, Mingmin Li, Jianpeng Zhu, et al.. Human Action prediction based on skeleton data. 2020 39th Chinese Control Conference (CCC), Jul 2020, Shenyang, China. pp.6608-6612, ⟨10.23919/CCC50068.2020.9189122⟩. ⟨hal-03320695⟩
  • Bouziane Brik, Moez Esseghir, Leila Merghem-Boulahia, Hichem Snoussi. ThermCont: A machine Learning enabled Thermal Comfort Control Tool in a real time. 2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.294-300. ⟨hal-02274775⟩
  • Chuang Wang, Jiakun Li, Tian Wang, Peng Shi, Hichem Snoussi, et al.. Abnormal object detection and recognition in the complex construction site via cloud computing. Research in Adaptive and Convergent Systems (RACS'2019), Sep 2019, Chongqing, China. pp.71-75, ⟨10.1145/3338840.3355648⟩. ⟨hal-02380430⟩
  • Charbel Chahla, Hichem Snoussi, Leila Merghem-Boulahia, Moez Esseghir. A Novel Approach for Anomaly Detection in Power Consumption Data. 8th International Conference on Pattern Recognition Applications and Methods, May 2019, Prague, Czech Republic. ⟨10.5220/0007361704830490⟩. ⟨hal-02271852⟩
  • Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghedira. Coverage Optimization using Multiple Unmanned Aerial Vehicles with Connectivity Constraint. 2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.1361-1366, ⟨10.1109/IWCMC.2019.8766651⟩. ⟨hal-02307450⟩
  • Samir Bouindour, Ronghua Hu, Hichem Snoussi. Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams. 2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), Jun 2019, Sardinia, Italy. pp.172-178, ⟨10.1109/AIKE.2019.00039⟩. ⟨hal-02308862⟩
  • Shunyao Zhang, Tian Wang, Chuanyun Wang, Yan Wang, Guangcun Shan, et al.. Video Object Detection Base on RGB and Optical Flow Analysis. 2019 2nd China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI), Sep 2019, Xi'an, China. ⟨10.1109/CCHI.2019.8901921⟩. ⟨hal-02373483⟩
  • Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun. Centralized Cognitive Radio Based Frequency Allocation for UAVs Communication. 2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.1674-1679, ⟨10.1109/IWCMC.2019.8766481⟩. ⟨hal-02304325⟩
  • Zexian Li, Tian Wang, Yi Yang, Yan Wang, Peng Shi, et al.. Event prediction via spatio-temporal sequence analysis. 2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.1558-1563, ⟨10.1109/CAC48633.2019.8996903⟩. ⟨hal-02486747⟩
  • Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun. UAV-GCS Centralized Data-Oriented Communication Architecture for Crowd Surveillance Applications. 2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.2064-2069, ⟨10.1109/IWCMC.2019.8766641⟩. ⟨hal-02365868⟩
  • Souad Belmannoubi, Haifa Touati, Hichem Snoussi. Stacked Auto-Encoder for Scalable Indoor Localization in Wireless Sensor Networks. 2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.1245-1250, ⟨10.1109/IWCMC.2019.8766761⟩. ⟨hal-02362335⟩
  • Haochen Li, Tian Wang, Mengyi Zhang, Aichun Zhu, Guangcun Shan, et al.. Hierarchical Attention Networks for Image Classification of Remote Sensing Images Based on Visual Q&A Methods. 2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.4712-4717, ⟨10.1109/CAC48633.2019.8997347⟩. ⟨hal-02486750⟩
  • Ronghua Hu, Samir Bouindour, Hichem Snoussi, Abel Cherouat, Charbel Chahla. Multiple Cues Association for Multiple Object Tracking Based on Convolutional Neural Network. IEEE AIKE 2019 - Second International Conference on Artificial Intelligence and Knowledge Engineering, Jun 2019, Cagliari, Italy. pp.117-122, ⟨10.1109/AIKE.2019.00030⟩. ⟨hal-02353268⟩
  • Yang Chen, Tian Wang, Jingjing Wang, Peng Shi, Hichem Snoussi. Towards Good Practices in Face Anti-Spoofing: An Image Reconstruction Based Method. 2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.4700-4705, ⟨10.1109/CAC48633.2019.8997504⟩. ⟨hal-02486756⟩
  • Slim Hamdi, Samir Bouindour, Kais Loukil, Hichem Snoussi, Mohamed Abid. Hybrid deep learning and HOF for Anomaly Detection. 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT), Apr 2019, Paris, France. pp.575-580. ⟨hal-02279226⟩
  • Runwu Liu, Tian Wang, Yi Zhou, Chuanyun Wang, Guangcun Shan, et al.. A satellite image target detection model based on an improved single-stage target detection network. 2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.4931-4936, ⟨10.1109/CAC48633.2019.8997495⟩. ⟨hal-02486759⟩
  • Bouziane Brik, Moez Esseghir, Leila Merghem-Boulahia, Hichem Snoussi. Indoor Thermal Comfort Collection of People with Physical Disabilities. 2018 International Symposium on Networks, Computers and Communications (ISNCC), Jun 2018, Rome, Italy. pp.1-6. ⟨hal-02273912⟩
  • Bouziane Brik, Moez Esseghir, Leila Merghem-Boulahia, Hichem Snoussi. ThingsGame: when sending data rate depends on the data usefulness in IoT networks. 2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC), Jun 2018, Limassol, Cyprus. pp.886-891. ⟨hal-02274777⟩
  • Ying Luo, Tian Wang, Aichun Zhu, Ziyu Wang, Guangcun Shan, et al.. Unmanned Trolley Control Based on Kinect. 2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.2218-2222, ⟨10.1109/CAC.2018.8623270⟩. ⟨hal-02365950⟩
  • Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghedira. Solving the Total Coverage Problem using a Multiple Mobile Sensor Network. 2018 30th International Conference on Microelectronics (ICM), Dec 2018, Sousse, Tunisia. pp.24-27, ⟨10.1109/ICM.2018.8704036⟩. ⟨hal-02362321⟩
  • Jiaxiang Cheng, Tian Wang, Pengbo Dai, Yi Yang, Lei Ren, et al.. Optimal Look-ahead Control of CSPS System by Deep Q-Network and Profit Sharing. 2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.289-294, ⟨10.1109/CAC.2018.8623593⟩. ⟨hal-02356450⟩
  • Jiakun Li, Tian Wang, Ming Gao, Aichun Zhu, Guangcun Shan, et al.. Two Stream Neural Networks with Traditional CNN and Gabor CNN for Object Classification. 2018 37th Chinese Control Conference (CCC), Jul 2018, Wuhan, China. pp.9350-9355, ⟨10.23919/ChiCC.2018.8483992⟩. ⟨hal-02365851⟩
  • Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi. Multi-Shot Human Re-Identification for the Security in Video Surveillance Systems. 2018 IEEE 27th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Jun 2018, Paris, France. pp.203-208, ⟨10.1109/WETICE.2018.00046⟩. ⟨hal-02353200⟩
  • Weikuang Li, Tian Wang, Chuanyun Wang, Guangcun Shan, Mengyi Zhang, et al.. Region Based Ensemble Learning Network for Fine-Grained Classification. 2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.4173-4177, ⟨10.1109/CAC.2018.8623687⟩. ⟨hal-02359080⟩
  • Yinghong Fang, Guangcun Shan, Tian Wang, Xin Li, Wenliang Liu, et al.. HE-SLAM: A Stereo SLAM System Based on Histogram Equalization and ORB Features. 2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.4272-4276, ⟨10.1109/CAC.2018.8623424⟩. ⟨hal-02319010⟩
  • Mohamed Zied Hmissi, A. Iltis, C. Tata, G. Zeufack, L. Rodrigues, et al.. First images from a CeBr 3 /LYSO:Ce Temporal Imaging portable Compton camera at 1.3 MeV. 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), Nov 2018, Sydney, Australia. pp.1-3, ⟨10.1109/NSSMIC.2018.8824429⟩. ⟨hal-02290558⟩
  • Jiakun Li, Tian Wang, Yi Zhou, Ziyu Wang, Hichem Snoussi. Using Gabor filter in 3D convolutional neural networks for human action recognition. 2017 36th Chinese Control Conference (CCC), Jul 2017, Dalian, China. pp.11139-11144, ⟨10.23919/ChiCC.2017.8029134⟩. ⟨hal-03320777⟩
  • Amira Chriki, Haifa Touati, Hichem Snoussi. SVM-based indoor localization in Wireless Sensor Networks. 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2017, Valencia, Spain. pp.1144-1149, ⟨10.1109/IWCMC.2017.7986446⟩. ⟨hal-03320766⟩
  • Tian Wang, Yang Chen, Meina Qiao, Aichun Zhu, Ziyu Wang, et al.. Object detection in remote sensing images based on one-class classification. 2017 Chinese Automation Congress (CAC), Oct 2017, Jinan, China. pp.6583-6587, ⟨10.1109/CAC.2017.8243963⟩. ⟨hal-03320741⟩
  • Meina Qiao, Tian Wang, Jiakun Li, Ce Li, Zhiwei Lin, et al.. Abnormal event detection based on deep autoencoder fusing optical flow. 2017 36th Chinese Control Conference (CCC), Jul 2017, Dalian, China. pp.11098-11103, ⟨10.23919/ChiCC.2017.8029129⟩. ⟨hal-03320609⟩
  • Yang Chen, Tian Wang, Jiakun Li, Xiaowei Lv, Hichem Snoussi. Human Action Recognition Based on Sub-data Learning. Second CCF Chinese Conference, CCCV 2017: Computer Vision, Oct 2017, Tianjin, China. pp.617-626, ⟨10.1007/978-981-10-7305-2_52⟩. ⟨hal-03320698⟩
  • Alain Iltis, Hichem Snoussi, Luc Rodrigues de Magalhaes, Ghislain Zeufack Tadonkeng. Temporal imaging for accurate time, space, and energy localization of photoelectric events in monolithic scintillators. SPIE Medical Imaging, Feb 2017, Orlando, United States. pp.101320B, ⟨10.1117/12.2254486⟩. ⟨hal-03320768⟩
  • Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi. A new method of video-surveillance data analytics for the security in camera networks. 2017 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC), Oct 2017, Gafsa, Tunisia. pp.140-145, ⟨10.1109/IINTEC.2017.8325928⟩. ⟨hal-03320594⟩
  • Haining Xie, Tian Wang, Meina Qiao, Mengyi Zhang, Guangcun Shan, et al.. Robust object detection for tiny and dense targets in VHR aerial images. 2017 Chinese Automation Congress (CAC), Oct 2017, Jinan, China. pp.6397-6401, ⟨10.1109/CAC.2017.8243930⟩. ⟨hal-03320758⟩
  • Samir Bouindour, Mohamad Mazen Hittawe, Sandy Mahfouz, Hichem Snoussi. Abnormal Event Detection Using Convolutional Neural Networks and 1-Class SVM classifier. 8th International Conference on Imaging for Crime Detection and Prevention (ICDP 2017), Dec 2017, Madrid, Spain. pp.1-6, ⟨10.1049/ic.2017.0040⟩. ⟨hal-03320613⟩
  • Alain Iltis, Hichem Snoussi, Luc Rodrigues de Magalhaes, Christian Morel. Temporal imaging: Observation and localization of a compton effect inside a 20 mm monolithic LYSO plate with a Philips digital Si-PM. 2016 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⟩. ⟨hal-03320770⟩
  • Oussama Ghorbel, Abdulfattah Obeid, Mohamed Abid, Hichem Snoussi. One class outlier detection method in wireless sensor networks: Comparative study. 2016 24th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Sep 2016, Split, Croatia. pp.1-8, ⟨10.1109/SOFTCOM.2016.7772168⟩. ⟨hal-03320742⟩
  • Meina Qiao, Tian Wang, Yuan Dong, Jingang Shi, Jing Teng, et al.. Real time Object Tracking based on Local Texture Feature with Correlation Filter. 2016 IEEE International Conference on Digital Signal Processing (DSP), Oct 2016, Beijing, China. pp.482-486, ⟨10.1109/ICDSP.2016.7868604⟩. ⟨hal-03320744⟩
  • Yuqi Zhang, Tian Wang, Meina Qiao, Aichun Zhu, Ce Li, et al.. Detection of Abnormal Event in Complex Situations Using Strong Classifier Based on BP Adaboost. ICIC 2016: Intelligent Computing Theories and Application, Aug 2016, Lanzhou, China. pp.245-256, ⟨10.1007/978-3-319-42294-7_21⟩. ⟨hal-03320653⟩
  • Pascal Bianchi, Valeria Borodin, Faicel Hnaien, Nacima Labadie, Hichem Snoussi. Operations Research and Signal Processing on graphs : case of sampling and perfect reconstructing tasks. 17eme conférence ROADEF, Feb 2016, Compiègne, France. ⟨hal-02640960⟩
  • Charbel Chahla, Hichem Snoussi, F. Abdallah, F. Dornaika. Exploiting color cues to improve person re-identification. 7th International Conference on Imaging for Crime Detection and Prevention (ICDP 2016), Nov 2016, Madrid, Spain. ⟨10.1049/ic.2016.0089⟩. ⟨hal-03320678⟩
  • Ruoxi Qin, Tian Wang, Haotian Jiang, Qianhong Yan, Weikang Wang, et al.. Cooperative target searching and tracking via UCT with probability distribution model. 2016 IEEE International Conference on Digital Signal Processing (DSP), Oct 2016, Beijing, China. pp.560-564, ⟨10.1109/ICDSP.2016.7868620⟩. ⟨hal-02307416⟩
  • Aichun Zhu, Hichem Snoussi, Abel Cherouat. Articulated pose estimation via multiple mixture parts model. 2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug 2015, Karlsruhe, Germany. pp.1-5, ⟨10.1109/AVSS.2015.7301801⟩. ⟨hal-02303366⟩
  • Tian Wang, Jie Chen, Aichun Zhu, Hichem Snoussi. Event analysis based on multiple video sensors for cooperative environment perception. 2015 IEEE International Conference on Progress in Informatics and Computing (PIC), Dec 2015, Nanjing, France. pp.438-442, ⟨10.1109/PIC.2015.7489885⟩. ⟨hal-02316372⟩
  • Oussama Ghorbel, Mohamed Abid, Hichem Snoussi. A Novel Outlier Detection Model Based on One Class Principal Component Classifier in Wireless Sensor Networks. 2015 IEEE 29th International Conference on Advanced Information Networking and Applications (AINA), Mar 2015, Gwangiu, South Korea. pp.70-76. ⟨hal-02290371⟩
  • Oussama Ghorbel, Mohamed Jmal, Mohamed Abid, Hichem Snoussi. Distributed and Efficient One-Class Outliers Detection Classifier in Wireless Sensors Networks. 13th International Conference on Wired/Wireless Internet Communication (WWIC), May 2015, Malaga, Spain. pp.259-273, ⟨10.1007/978-3-319-22572-2_19⟩. ⟨hal-01728802⟩
  • Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi. Modèle semi-paramétrique RSSI/distance pour le suivi d'une cible dans les réseaux de capteurs sans fil. Actes du 25-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2015, Lyon, France. ⟨hal-01965988⟩
  • Xiaoxue Feng, Hichem Snoussi, Liang Yan. Constrained Extended Kalman Filter for ultra-wideband radio based individual navigation. 17th International Conference on Information Fusion (FUSION), Jul 2014, Salamanca, Spain. ⟨hal-02307376⟩
  • Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi. Interval-based localization using sensors mobility and fingerprints in decentralized sensor networks. 2014 22nd European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal. ⟨hal-02319981⟩
  • Oussama Ghorbel, Mohamed Abid, Hichem Snoussi. Kernel Principal Subspace Based Outlier Detection Method in Wireless Sensor Networks. 2014 28th International Conference on Advanced Information Networking and Applications Workshops (WAINA), May 2014, Victoria, Canada. pp.737-742, ⟨10.1109/WAINA.2014.120⟩. ⟨hal-02330136⟩
  • Nicolas Chrysanthos, Pierre Beauseroy, Hichem Snoussi, Edith Grall-Maës, Fabrice Ferrand. The one-sided mean kernel: a positive definite kernel for time series. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2014, Apr 2014, Bruges, Belgium. ⟨hal-02518557⟩
  • Aichun Zhu, Hichem Snoussi, Abel Cherouat. Articulated human motion tracking with foreground learning. 2014 22nd European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal. ⟨hal-02303328⟩
  • Lei Qin, Hichem Snoussi, Fahed Abdallah. Online learning partial least squares regression model for univariate response data. 2014 22nd European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal. pp.1073-1077. ⟨hal-02356356⟩
  • Oussama Ghorbel, Mohamed Abid, Hichem Snoussi. Improved KPCA for outlier detection in Wireless Sensor Networks. 2014 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Mar 2014, Sousse, Tunisia. pp.507-511, ⟨10.1109/ATSIP.2014.6834666⟩. ⟨hal-02319906⟩
  • Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi. Ridge regression and Kalman filtering for target tracking in wireless sensor networks. Proc. eighth IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2014, A Coruna, Spain. pp.237-240, ⟨10.1109/SAM.2014.6882384⟩. ⟨hal-01965991⟩
  • Sandy Mahfouz, Paul Honeine, Farah Mourad-Chehade, Joumana Farah, Hichem Snoussi. Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs. Proc. 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014, Doha, Qatar. pp.413-419, ⟨10.1109/AICCSA.2014.7073228⟩. ⟨hal-01965996⟩
  • Matthieu Le Berre, Faicel Hnaien, Hichem Snoussi. A multi-objective modeling of K-coverage problem under accuracy constraint. 2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO 2013), Apr 2013, Hammamet, Tunisia. pp.1-6. ⟨hal-02287561⟩
  • Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi. Decentralized Localization Using Fingerprinting and Kernel Methods in Wireless Sensor Networks. Proc. 21th European Conference on Signal Processing (EUSIPCO), 2013, Marrakech, Morocco. pp.1-5. ⟨hal-01966008⟩
  • Maher Rebai, Hichem Snoussi, Hasan Murat Afsar, Faicel Hnaien. Mixed Integer Linear Models for the Total Coverage Problem with Connectivity Constraint in Wireless Sensor Networks. European conference on operational research (Euro 2013), Jul 2013, Rome, Italy. ⟨hal-02640495⟩
  • Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi. A combined-localization technique in wireless sensor networks. 14ème congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2013), Feb 2013, Troyes, France. ⟨hal-02563812⟩
  • Maher Rebai, Hichem Snoussi, Lyes Khoukhi, Faicel Hnaien. Linear models for the total coverage problem in wireless sensor networks. 2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO 2013), Apr 2013, Hammamet, Tunisia. pp.1-4. ⟨hal-02273976⟩
  • Tian Wang, Hichem Snoussi. Histograms of optical flow orientation for abnormal events detection. 2013 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⟩. ⟨hal-02319093⟩
  • Fahed Abdallah, Hichem Snoussi, H. Laanaya, Régis Lengellé. Learning General Gaussian Kernel Hyperparameters for SVR. First International Geometric Science of Information Conference, GSI 2013, Aug 2013, Paris, France. pp.677-684, ⟨10.1007/978-3-642-40020-9_75⟩. ⟨hal-02861454⟩
  • Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Hichem Snoussi, Joumana Farah. Kernel-based localization using fingerprinting in wireless sensor networks. Proc. 14th IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2013, Darmstadt, Germany. pp.744 - 748, ⟨10.1109/SPAWC.2013.6612149⟩. ⟨hal-01966000⟩
  • Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi. Localisation par fingerprinting et méthodes à noyaux dans les réseaux de capteurs sans fil. Actes de la 14-ème conférence ROADEF de la Société Française de Recherche Opérationnelle et Aide à la Décision, 2013, Troyes, France. ⟨hal-01966001⟩
  • Oussama Ghorbel, Mohamed Wassim Jmal, Walid Ayedi, Hichem Snoussi, Mohamed Abid. An overview of outlier detection technique developed for wireless sensor networks. 2013 10th International Multi-Conference on Systems, Signals & Devices (SSD), Mar 2013, Hammamet, Tunisia. pp.1-6, ⟨10.1109/SSD.2013.6564165⟩. ⟨hal-02297603⟩
  • Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi. Fingerprinting-based localization using accelerometer information in wireless sensor networks. 2013 IEEE Global Communications Conference (GLOBECOM 2013), Dec 2013, Atlanta, United States. pp.510-515, ⟨10.1109/GLOCOM.2013.6831122⟩. ⟨hal-02317797⟩
  • Francis Campan, Blaise Kévin Guépié, Zineb Noumir, Paul Honeine, Igor Nikiforov, et al.. 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’intrusion. Workshop Interdisciplinaire sur la Sécurité Globale (WISG 2013), Jan 2013, Troyes, France. ⟨hal-02632188⟩
  • B. Birregah, Tony Top, Charles Perez, Eric Chatelet, Nada Matta, et al.. Multi-layer Crisis Mapping: A Social Media-Based Approach. 2012 IEEE 21st International Workshop On Enabling Technologies: Infrastructure For Collaborative Enterprises (WETICE), Jun 2012, Toulouse, France. pp.379-384, ⟨10.1109/WETICE.2012.47⟩. ⟨hal-02929671⟩
  • Zineb Noumir, Blaise Kévin Guépié, Lionel Fillatre, Paul Honeiné, Igor Nikiforov, et al.. Detection of contamination in water distribution network. 2nd International Conference SimHydro: New trends in simulation hydroinformatics and 3D modeling, 2012, Sophia-Antipolis, France. ⟨hal-02870498⟩
  • Farah Mourad-Chehade, Hichem Snoussi, Michel Kieffer, Cédric Richard. Robust bounded-error tracking in wireless sensor networks. SYSID 2012, Jul 2012, Bruxelles, Belgium. pp.1-6. ⟨hal-00727519⟩
  • Maher Rebai, Lyes Khoukhi, Hichem Snoussi, Faicel Hnaien. Optimal placement in hybrid VANETs-sensors networks. 2012 Wireless Advanced (WiAd) (Formerly known as SPWC), Jun 2012, London, United Kingdom. pp.54-57. ⟨hal-02274368⟩
  • Huan Yin, Francis Campan, Blaise Kévin Guépié, Zineb Noumir, Lionel Fillatre, et al.. VigiRes'Eau : Surveiller un réseau de distribution d'eau potable. Workshop Interdisciplinaire sur la Sécurité Globale (WISG 2012), Jan 2012, Troyes, France. ⟨hal-02632233⟩
  • Farah Mourad-Chehade, Paul Honeine, Hichem Snoussi. Indoor localization using polar intervals in wireless sensor networks. Proc. 19th International Conference on Telecommunications (ICT), 2012, Jounieh, Lebanon. pp.1 - 6, ⟨10.1109/ICTEL.2012.6221222⟩. ⟨hal-01966018⟩
  • Walid Ayedi, Hichem Snoussi, Fethi Smach, Mohamed Abid. The multi-scale covariance descriptor: Performances analysis in human detection. 2012 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⟩. ⟨hal-02365400⟩
  • Matthieu Le Berre, Faicel Hnaien, Farouk Yalaoui, Hichem Snoussi. Optimisation multi-objectifs dans les réseaux de capteurs sans fils distribués. 13ème congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2012), Apr 2012, Angers, France. ⟨hal-02641179⟩
  • Tian Wang, Hichem Snoussi. Histograms of Optical Flow Orientation for Visual Abnormal Events Detection. 2012 9th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2012, Beijing, China. pp.13-18, ⟨10.1109/AVSS.2012.39⟩. ⟨hal-02319094⟩
  • Stéphane Deveughèle, Charles Perez, Marc Lemercier, Huan Yin, B. Birregah, et al.. VigiRes'Eau. Proc. 10th International Conference on Hydroinformatics, 2012, Hamburg, Germany. ⟨hal-01966013⟩
  • Zineb Noumir, Blaise Kévin Guépié, Lionel Fillatre, Paul Honeine, Igor Nikiforov, et al.. Detection of contamination in water distribution network. Advances in Hydroinformatics, 2012, Nice, France. ⟨10.1007/978-981-4451-42-0_12⟩. ⟨hal-01303112⟩
  • Paul Honeine, Farah Mourad-Chehade, Maya Kallas, Hichem Snoussi, Hassan Amoud, et al.. Wireless sensor networks in biomedical: body area networks. Proc. 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), 2011, Tipaza, Algeria. pp.388-391, ⟨10.1109/WOSSPA.2011.5931518⟩. ⟨hal-01966032⟩
  • Yi Zhou, Shibao Zheng, Hichem Snoussi. Building Regionally Spatial Appearance Model by Topological Color Histogram. 2011 IEEE 14th International Conference on Computational Science and Engineering (CSE), Aug 2011, Dalian, China. pp.52-56, ⟨10.1109/CSE.2011.23⟩. ⟨hal-02304281⟩
  • Majdi Mansouri, Lyes Khoukhi, Hichem Snoussi, Cédric Richard. Quantized variational filtering for target tracking and relay localization in sensor networks. 2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.1837-1842. ⟨hal-02274644⟩
  • Majdi Mansouri, Faicel Hnaien, Hichem Snoussi, Cédric Richard. Robust distributed target tracking in Wireless Sensor Networks based on multi-objective optimization. 2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.69-72, ⟨10.1109/SSP.2011.5967798⟩. ⟨hal-02362058⟩
  • Abdelkader Miraoui, Hichem Snoussi, Abderrazek Abdaoui, Jacques Duchene. Blind separation of noisy convolutive sources. 2011 IEEE GCC Conference and Exhibition (GCC), Feb 2011, Dubai, United Arab Emirates. pp.493-496, ⟨10.1109/IEEEGCC.2011.5752590⟩. ⟨hal-02269684⟩
  • Yi Zhou, Hichem Snoussi, Shibao Zheng. Grid features based visual tracking. 2011 IEEE International Conference on Computer Science and Automation Engineering (CSAE), Jun 2011, Shanghai, China. pp.247-250, ⟨10.1109/CSAE.2011.5952844⟩. ⟨hal-02318963⟩
  • Matthieu Le Berre, Faicel Hnaien, Hichem Snoussi. Multi-objective optimization in wireless sensors networks. 2011 23rd International Conference on Microelectronics (ICM), Dec 2011, Hammamet, Tunisia. pp.1-4, ⟨10.1109/ICM.2011.6177401⟩. ⟨hal-02353185⟩
  • Abdelkader Miraoui, Hichem Snoussi, Jacques Duchene. On the surface EMG signal reconstruction using blind source separation. 2011 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), May 2011, Tipaza, Algeria. pp.199-202, ⟨10.1109/WOSSPA.2011.5931451⟩. ⟨hal-02356160⟩
  • Majdi Mansouri, Lyes Khoukhi, Hichem Snoussi. Secure quantized target tracking in wireless sensor networks. 2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.713-718, ⟨10.1109/IWCMC.2011.5982634⟩. ⟨hal-02870436⟩
  • Farah Mourad-Chehade, Hichem Snoussi, Cédric Richard. Interval-based localization for mobile sensors in low-anchors density networks. 2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.1843-1848, ⟨10.1109/IWCMC.2011.5982815⟩. ⟨hal-02563868⟩
  • Lionel Fillatre, Paul Honeine, Igor Nikiforov, Cédric Richard, Hichem Snoussi, et al.. VigiRes'Eau : Surveillance en temps réel de la qualité de l'eau potable d'un réseau de distribution en vue de la détection d'intrusions. Workshop Interdisciplinaire sur la Sécurité Globale (WISG 2013), Jan 2011, Troyes, France. ⟨hal-02632317⟩
  • Farah Mourad-Chehade, Hichem Snoussi. Guaranteed localization using reliability of measurements in imperfect mobile sensor networks. ESREL 2011, Sep 2011, Troyes, France. pp.557-565, ⟨10.1201/b11433-78⟩. ⟨hal-02563881⟩
  • Abdelkader Miraoui, Kais Mabrouk, Hichem Snoussi, Asmaa Amerhaye, Jacques Duchene. A large scale and low cost solution for real-time indoor localisation based on wireless sensor network. 2011 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), May 2011, Tipaza, Algeria. pp.392-395. ⟨hal-02284295⟩
  • Majdi Mansouri, Hichem Snoussi, Cédric Richard. Optimal path selection for quantized target tracking in distributed sensor networks. 2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.1849-1853. ⟨hal-02274364⟩
  • Farah Mourad-Chehade, Hicham Chehade, Hichem Snoussi, Farouk Yalaoui, Lionel Amodeo, et al.. A single-target tracking algorithm in controlled mobility sensor networks. 2011 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), May 2011, Tipaza, Algeria. pp.371-374. ⟨hal-02290458⟩
  • Yi Zhou, Hichem Snoussi, Shibao Zheng. Collaborative human tracking with local features in the surveillant camera networks. IET International Conference on Smart and Sustainable City (ICSSC 2011), Jul 2011, Shanghai, China. pp.48-48, ⟨10.1049/cp.2011.0308⟩. ⟨hal-02304410⟩
  • Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret, Hichem Snoussi. Variational methods for spectral unmixing of hyperspectral images. 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. pp.957-960, ⟨10.1109/ICASSP.2011.5946564⟩. ⟨hal-02366094⟩
  • Majdi Mansouri, Hichem Snoussi, Cédric Richard. Robust target tracking with quantized proximity sensors. IEEE 5th International Symposium on Wireless Pervasive Computing 2010, May 2010, Modena, Italy. pp.278-282, ⟨10.1109/ISWPC.2010.5483717⟩. ⟨hal-02362090⟩
  • Majdi Mansouri, Hichem Snoussi, Cédric Richard. Joint Multiple Target Tracking and Channel Estimation in Wireless Sensor Networks. GLOBECOM 2010 - 2010 IEEE Global Communications Conference, Dec 2010, Miami, United States. pp.1-5, ⟨10.1109/GLOCOM.2010.5683477⟩. ⟨hal-02325485⟩
  • Cédric Richard, Paul Honeine, Hichem Snoussi, André Ferrari, Céline Theys. Distributed learning with kernels in wireless sensor networks for physical phenomena modeling and tracking. Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2010, Honolulu (Hawaii), USA, United States. ⟨hal-01966044⟩
  • Majdi Mansouri, Hichem Snoussi, Moez Esseghir, Cédric Richard. Optimal path and sensor selection for target tracking in wireless sensor networks. MAXENT Workshop, Jul 2010, Chamonix, France. ⟨hal-02613335⟩
  • David Hewson, Neeraj Kumar Singh, Hichem Snoussi, Jacques Duchene. Classification of elderly as fallers and non-fallers using Centre of Pressure velocity. 2010 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⟩. ⟨hal-02304399⟩
  • Abdelkader Miraoui, Hichem Snoussi, Jacques Duchene, Nourddine Azzaoui. On the detection of elderly equilibrium degradation using multivariate-EMD. IEEE GLOBECOM Workshops, 2010, Miami, United States. pp.2049 - 2053, ⟨10.1109/GLOCOMW.2010.5700305⟩. ⟨hal-00733009⟩
  • Kondo-Hloindo Adjallah, Nancy Vargas Lozano, Hichem Snoussi. Sensors Network Management for Health Condition Data Coverage on Large-scale Infrastructures. First IFAC Workshop on Advanced Maintenance Engineering, Services and Technology - A-MEST'10, Jul 2010, Lisbon, Portugal. ⟨10.3182/20100701-2-PT-4012.00021⟩. ⟨inria-00601234⟩
  • Jie Chen, Cédric Richard, Paul Honeine, Hichem Snoussi, Henri Lantéri, et al.. Techniques d'apprentissage non-linéaires en ligne avec contraintes de positivité. Actes de la VI-ème Conférence Internationale Francophone d'Automatique (CIFA), 2010, Nancy, France. ⟨hal-01966043⟩
  • Nourddine Azzaoui, Abdelkader Miraoui, Hichem Snoussi, Jacques Duchene. Empirical Mode Decomposition for vectorial bi-dimensional signals. 2009 International Workshop on Multidimensional (nD) Systems (nD, Jun 2009, Thessaloniki, Greece. pp.1-4, ⟨10.1109/NDS.2009.5191553⟩. ⟨hal-02870463⟩
  • Nourddine Azzaoui, Hichem Snoussi, Jacques Duchene. An enhanced empirical modal decomposition without sifting. 2009 IEEE/SP 15th Workshop on Statistical Signal Processing (SSP), Aug 2009, Cardiff, United Kingdom. pp.796-799, ⟨10.1109/SSP.2009.5278474⟩. ⟨hal-02297522⟩
  • Hichem Snoussi, Jean-Yves Tourneret, Petar Djuric, Cédric Richard. Data-driven online variational filtering in wireless sensor networks. ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2413-2416, ⟨10.1109/ICASSP.2009.4960108⟩. ⟨hal-02307462⟩
  • Jing Teng, Hichem Snoussi, Cédric Richard. Decentralized variational filtering for simultaneous sensor localization and target tracking in binary sensor networks. ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2233-2236, ⟨10.1109/ICASSP.2009.4960063⟩. ⟨hal-02307528⟩
  • Hichem Snoussi, David Hewson, Jacques Duchene. Nonlinear chaotic component extraction for postural stability analysis. 2009 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⟩. ⟨hal-02353837⟩
  • Mehdi Essoloh, Paul Honeine, Cédric Richard, Hichem Snoussi. Apprentissage non-linéaire en ligne dans les réseaux de capteurs sans fil. Actes du 22-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2009, Dijon, France. ⟨hal-01966050⟩
  • Ram Bilas Pachori, David Hewson, Hichem Snoussi, Jacques Duchene. Postural time-series analysis using Empirical Mode Decomposition and second-order difference plots. ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.537-540, ⟨10.1109/ICASSP.2009.4959639⟩. ⟨hal-02358736⟩
  • Hichem Snoussi, Cédric Richard. Monte Carlo Tracking on the Riemannian Manifold of Multivariate Normal Distributions. 2009 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⟩. ⟨hal-02353065⟩
  • Majdi Mansouri, Hichem Snoussi, Cédric Richard. Joint adaptive quantization and fading channel estimation for target tracking in wireless sensor networks. 2009 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⟩. ⟨hal-02325380⟩
  • Hana Baili, Hichem Snoussi. Stochastic Filtering with Networked Sensing. IEEE 70th Vehicular Technology Conference (VTC'09), Sep 2009, Anchorage, United States. ⟨10.1109/VETECF.2009.5379078⟩. ⟨hal-00424403⟩
  • Jing Teng, Hichem Snoussi, Cédric Richard, Yi Zhou. Hybrid probabilistic data association and variational filtering for multi-target tracking in wireless sensor networks. 2009 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⟩. ⟨hal-02319131⟩
  • Yi Zhou, Hichem Snoussi, Shibao Zheng, Cédric Richard, Jing Teng. Fragment-based variational visual tracking. 2009 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⟩. ⟨hal-02317801⟩
  • Neeraj Kumar Singh, Hichem Snoussi, David Hewson, Jacques Duchene. Detection of the critical point interval of postural control strategy using wavelet transform analysis. 2nd International Conference on Bio-Inspired Systems and Signal Processing (Biosignals 2009), Jan 2009, Porto, Portugal. ⟨hal-02870468⟩
  • Paul Honeine, Cédric Richard, José C. M. Bermudez, Hichem Snoussi, Mehdi Essoloh, et al.. Functional estimation in Hilbert space for distributed learning in wireless sensor networks. Proc. 34th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2009, Taipei, Taiwan. pp.2861-2864, ⟨10.1109/ICASSP.2009.4960220⟩. ⟨hal-01966048⟩
  • Paul Honeine, Cédric Richard, Hichem Snoussi, Mehdi Essoloh. Auto-localisation dans les réseaux de capteurs sans fil par régression de matrices de Gram. Actes du 22-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2009, Dijon, France. ⟨hal-01966051⟩
  • Farah Mourad-Chehade, Hichem Snoussi, Fahed Abdallah, Cédric Richard. 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. ⟨hal-00450250⟩
  • Abdelkader Miraoui, Nourddine Azzaoui, Hichem Snoussi, Jacques Duchene. Détection de dégradation de l¿équilibre chez les personnes âgées. Congès SFTAG 2009, Nov 2009, Troyes, France. ⟨hal-02870501⟩
  • Majdi Mansouri, Hichem Snoussi, Cédric Richard. A nonlinear estimation for target tracking in wireless sensor networks using quantized variational filtering. 2009 3rd International Conference on Signals, Circuits and Systems (SCS 2009), Nov 2009, Medenine, Tunisia. pp.1-4. ⟨hal-02290327⟩
  • Farah Mourad-Chehade, Hichem Snoussi, Fahed Abdallah, Cédric Richard. Model-Free Interval-Based Localization in Manets. IEEE DSP'09, Jan 2009, Marco Island, United States. pp.474-479, ⟨10.1109/DSP.2009.4785970⟩. ⟨hal-00450251⟩
  • Ke Li, David Hewson, Hichem Snoussi, Jacques Duchene, Jean-Yves Hogrel. Recurrence Quantification Analysis of Sustained Sub-maximal Grip Force in Patients with Glycogen Storage Disease type III. 7th 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⟩. ⟨hal-02870459⟩
  • Kondo Hloindo Adjallah, Hichem Snoussi, B. Birregah. Nécessité d’une approche systémique de l’étude de la sécurité. Workshop International DMD'2009 Diagnostic et Maintenance Décentralisée : Maîtrise des Infrastructures des Eaux et des Energies Renouvelables, Apr 2009, Yaoundé, Cameroun. ⟨hal-03091013⟩
  • Abderrazek Abdaoui, Marion Berbineau, Hichem Snoussi. GMRES Interference Canceller for MIMO Relay Network. IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference, Nov 2008, New Orleans, United States. pp.1-5. ⟨hal-02269693⟩
  • Hassan Amoud, Hichem Snoussi, David Hewson, Jacques Duchene. Intrinsic Mode Entropy for postural steadiness analysis. 4th European Congress for Medical and Biomedical Engineering (EMBEC), Nov 2008, Antwerp, Belgium. pp.212-215, ⟨10.1007/978-3-540-89208-3_53⟩. ⟨hal-02870486⟩
  • Cédric Richard, Paul Honeiné, Hichem Snoussi, Mehdi Essoloh, José Carlos M. Bermudez. Distributed learning in wireless sensor networks. 5th Workshop on Sensor Networks, Nov 2008, Toulouse, France. ⟨hal-02870422⟩
  • Hassan Amoud, Hichem Snoussi, David Hewson, Jacques Duchene. One-class support vector machine for joint variable selection and detection of postural balance degradation. 4th European Congress for Medical and Biomedical Engineering (EMBEC), Nov 2008, Antwerp, Belgium. pp.204-207, ⟨10.1007/978-3-540-89208-3_51⟩. ⟨hal-02870474⟩
  • Mehdi Essoloh, Cédric Richard, Hichem Snoussi, Paul Honeine. Distributed localization in wireless sensor networks as a pre-image problem in a reproducing kernel Hilbert space. Proc. 16th European Conference on Signal Processing (EUSIPCO), 2008, Lausanne, Switzerland. pp.1-5. ⟨hal-01966055⟩
  • Paul Honeine, Cédric Richard, José C. M. Bermudez, Hichem Snoussi. Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks. Proc. 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⟩. ⟨hal-01966054⟩
  • Farah Mourad-Chehade, Hichem Snoussi, Fahed Abdallah, Cédric Richard. Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques. IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference, Nov 2008, New Orleans, United States. pp.1-5, ⟨10.1109/GLOCOM.2008.ECP.87⟩. ⟨hal-02318971⟩
  • Jing Teng, Hichem Snoussi, Cédric Richard. Variational Filtering algorithm for interdependent target tracking and sensor localization in wireless sensor network. 2008 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-02366090⟩
  • Paul Honeine, Mehdi Essoloh, Cédric Richard, Hichem Snoussi. Distributed regression in sensor networks with a reduced-order kernel model. Proc. 51st IEEE GLOBECOM Global Communications Conference, 2008, New Orleans, LA, USA, United States. pp.1-5, ⟨10.1109/GLOCOM.2008.ECP.29⟩. ⟨hal-01966053⟩
  • Ram Bilas Pachori, David Hewson, Hichem Snoussi, Jacques Duchene. Analysis of center of pressure signals using Empirical Mode Decomposition and Fourier-Bessel expansion. TENCON 2008 - 2008 IEEE Region 10 Conference (TENCON), Nov 2008, Hyderabad, India. pp.1-6, ⟨10.1109/TENCON.2008.4766596⟩. ⟨hal-02297608⟩
  • Paul Honeine, Cédric Richard, Mehdi Essoloh, Hichem Snoussi. Localization in sensor networks - A matrix regression approach. Proc. 5th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2008, Darmstadt, Germany. pp.284-287, ⟨10.1109/SAM.2008.4606873⟩. ⟨hal-01966052⟩
  • Hassan Amoud, Hichem Snoussi, David Hewson, Jacques Duchene. Hilbert-Huang Transformation: Application to Postural Stability Analysis. 2007 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⟩. ⟨hal-02319088⟩
  • Mehdi Essoloh, Cédric Richard, Hichem Snoussi. Anchor-Based Distributed Localization Inwireless Sensor Networks. 2007 IEEE/SP 14th Workshop on Statistical Signal Processing, Aug 2007, Madison, United States. pp.393-397, ⟨10.1109/SSP.2007.4301287⟩. ⟨hal-02297667⟩
  • Hassan Amoud, Hichem Snoussi, David Hewson, Jacques Duchene. Sélection de variables stabilométriques pour l'analyse et la détection de la dégradation de l'équilibre postural. 21e colloque GRETSI sur le traitement du signal et des images, Sep 2007, Troyes, France. ⟨hal-02870494⟩
  • Hichem Snoussi, Cédric Richard. Information-theoretic node scheduling in collaborative sensor networks. 2007 9th International Symposium on Signal Processing and Its Applications (ISSPA), Feb 2007, Sharjah, United Arab Emirates. pp.1-4, ⟨10.1109/ISSPA.2007.4555503⟩. ⟨hal-02319942⟩
  • Jing Teng, Hichem Snoussi, Cédric Richard. Prediction-Based Proactive Cluster Target Tracking Protocol for Binary Sensor Networks. 2007 IEEE International Symposium on Signal Processing and Information Technology, Dec 2007, Giza, Egypt. pp.234-239, ⟨10.1109/ISSPIT.2007.4458178⟩. ⟨hal-02358797⟩
  • Abderrazek Abdaoui, Marion Berbineau, Hichem Snoussi. GMRES Interference Canceler for doubly iterative MIMO system with a Large Number of Antennas. 2007 IEEE International Symposium on Signal Processing and Information Technology, Dec 2007, Giza, Egypt. pp.449-453. ⟨hal-02269689⟩
  • Jing Teng, Hichem Snoussi, Cédric Richard. Binary Variational Filtering for Target Tracking in Sensor Networks. 2007 IEEE/SP 14th Workshop on Statistical Signal Processing, Aug 2007, Madison, United States. pp.685-689, ⟨10.1109/SSP.2007.4301346⟩. ⟨hal-02304268⟩
  • Hichem Snoussi, Hassan Amoud, Michel Doussot, David Hewson, Jacques Duchene. Reconstructed Phase Spaces of Intrinsic Mode Functions. Application to Postural Stability Analysis. Conference 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⟩. ⟨hal-02359047⟩
  • Hichem Snoussi, Cédric Richard. 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⟩. ⟨hal-02366196⟩
  • Hichem Snoussi, Cédric Richard. Ensemble Learning Online Filtering in Wireless Sensor Networks. 2006 10th IEEE Singapore International Conference on Communication Systems, Oct 2006, Singapore, Singapore. pp.1-5, ⟨10.1109/ICCS.2006.301437⟩. ⟨hal-02308864⟩
  • G. Patanchon, Hichem Snoussi, J-F. Cardoso, J. Delabrouille. Component separation for Cosmic Microwave Background data : a blind approach based on spectral diversity. Workshop on Physics in Signal and Image Processing 3, Jan 2003, Grenoble, France. ⟨in2p3-00013720⟩
  • J-F. Cardoso, Hichem Snoussi, J. Delabrouille, G. Patanchon. Blind Separation of noisy Gaussian stationary sources. Application to cosmic microwave background imaging. European Signal Processing Conference 11, Sep 2002, Toulouse, France. ⟨in2p3-00012625⟩
  • Hichem Snoussi, Ali Mohammad-Djafari. MCMC joint separation and segmentation of hidden Markov fields. 2002, pp.485-494. ⟨hal-00119184⟩
  • Hichem Snoussi, G. Patanchon, J.F. Macias-Perez, A. Mohammad-Djafari, J. Delabrouille. Bayesian blind component separation for cosmic microwave backgroung observations. MAXENT 2001: International Workshop on Bayesian Inference and Maximum Entropy Methods in Science Engineering 21, Aug 2001, Baltimore, United States. pp.125-140. ⟨in2p3-00012665⟩
  • Hichem Snoussi, Ali Mohammad-Djafari. Bayesian source separation with mixture of Gaussians prior for sources and Gaussian prior for mixture coefficients. 2001, pp.388-406. ⟨hal-00119183⟩

Poster communications1 document

  • François Septier, Yves Delignon, Patrick Armand, Hichem Snoussi, Paul Honeiné. MALICE : Localisation de sources polluantes depuis un réseau de capteurs. GIS 3SGS 2011 : 4ème Workshop du Groupement d'Intérêt Scientifique «Surveillance, Sûreté, Sécurité des Grands Systèmes»), Oct 2011, Valenciennes, France. ⟨hal-02870517⟩

Book sections7 documents

  • Hichem Snoussi, Paul Honeine, Cédric Richard. Kernel variational approach for target tracking in a wireless sensor network. Jean-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. ⟨hal-01964949⟩
  • Hichem Snoussi, Paul Honeine, Cédric Richard. Approche variationnelle à noyau pour le suivi de cibles dans un réseau de capteurs sans fil. Jean-François Giovannelli and Jérôme Idier. Méthodes d'inversion appliquées au traitement du signal et de l'image, Hermes, pp.273 - 288, 2013. ⟨hal-01964952⟩
  • Majdi Mansouri, Lyes Khoukhi, Hichem Snoussi, Cédric Richard. Routing Optimization and Secure Target Tracking in Distributed Wireless Sensor Networks. Wireless Sensor Networks and Energy Efficiency, IGI Global, pp.396-419, 2012, ⟨10.4018/978-1-4666-0101-7.ch019⟩. ⟨hal-02274691⟩
  • Neeraj Kumar Singh, Hichem Snoussi, David Hewson, Jacques Duchene. Wavelet Transform Analysis of the Power Spectrum of Centre of Pressure Signals to Detect the Critical Point Interval of Postural Control. Biomedical Engineering Systems and Technologies, pp.235-244, 2010, ⟨10.1007/978-3-642-11721-3_18⟩. ⟨hal-02366141⟩
  • Majdi Mansouri, Ahmad Sardouk, Leila Merghem-Boulahia, Dominique Gaïti, Hichem Snoussi, et al.. Factors that May Influence the Performance of Wireless Sensor Networks. Smart Wireless Sensor Networks, InTech, 2010. ⟨hal-02273260⟩
  • Ali Mohammad-Djafari, Hichem Snoussi. Séparation d'images. Ali Mohammad-Djafari. Problèmes inverses en imagerie et en vision, Hermes-Lavoisier, pp.391-424, 2009. ⟨hal-00449704⟩
  • Ali Mohammad-Djafari, Hichem Snoussi. Image separation. Ali Mohammad-Djafari. Inverse Problems in Vision and 3D Tomography, ISTE, Wiley, pp.377-410, 2009. ⟨hal-00449797⟩

Patents3 documents

  • David Hewson, Jacques Duchene, Hichem Snoussi, Jean-Yves Hogrel, Yves Langeron. Method, device and system for assesing the quality of balance. United States, Patent n° : US10791980. 2020. ⟨hal-03321152⟩
  • David Hewson, Jacques Duchene, Hichem Snoussi, Jean-Yves Hogrel, Yves Langeron. METHOD, DEVICE, AND SYSTEM FOR ASSESSING THE QUALITY OF BALANCE. France, Patent n° : WO/2012/052697. 2012. ⟨hal-02870409⟩
  • Hichem Snoussi, Cédric Richard, Paul Honeine. System and method for locating a target using a transceiver array. United States, Patent n° : US13264719. 2010. ⟨hal-01966122⟩

Preprints, Working Papers, ...1 document

  • Hichem Snoussi, Ali Mohammad-Djafari. Penalized maximum likelihood for multivariate Gaussian mixture. 2001. ⟨hal-00119179⟩

Theses1 document

  • Hichem Snoussi. Approche bayésienne en séparation de sources. Applications en imagerie. Traitement du signal et de l'image [eess.SP]. Université Paris Sud - Paris XI, 2003. Français. ⟨tel-00009634⟩