Hichem Snoussi

Fouad Bousetouane, Lynda Dib, Hichem Snoussi: Improved mean shift integrating texture and color features for robust real time object tracking. The Visual Computer 29(3): 155-170 (2013)

Farah Mourad, Hichem Snoussi, Michel Kieffer, Cédric Richard: Robust Interval-Based Localization Algorithms for Mobile Sensor Networks. IJDSN 2012 (2012)

Walid Ayedi, Hichem Snoussi, Mohamed Abid: A fast multi-scale covariance descriptor for object re-identification. Pattern Recognition Letters 33(14): 1902-1907 (2012)

Farah Mourad, Hicham Chehade, Hichem Snoussi, Farouk Yalaoui, Lionel Amodeo, Cédric Richard: Controlled Mobility Sensor Networks for Target Tracking Using Ant Colony Optimization. IEEE Trans. Mob. Comput. 11(8): 1261-1273 (2012)

Jing Teng, Hichem Snoussi, Cédric Richard, Rong Zhou: Distributed Variational Filtering for Simultaneous Sensor Localization and Target Tracking in Wireless Sensor Networks. IEEE T. Vehicular Technology 61(5): 2305-2318 (2012)

Jing Teng, Hichem Snoussi, Cédric Richard: Prediction-based cluster management for target tracking in wireless sensor networks. Wireless Communications and Mobile Computing 12(9): 797-812 (2012)

Tian Wang, Hichem Snoussi: Histograms of Optical Flow Orientation for Visual Abnormal Events Detection. AVSS 2012: 13-18

Yahia Said, Taoufik Saidani, Fethi Smach, Mohamed Atri, Hichem Snoussi: Embedded Real-Time Video Processing System on FPGA. ICISP 2012: 85-92

Farah Mourad, Paul Honeine, Hichem Snoussi: Indoor localization using polar intervals in wireless sensor networks. ICT 2012: 1-6

Babiga Birregah, Tony Top, Charles Perez, Eric Châtelet, Nada Matta, Marc Lemercier, Hichem Snoussi: Multi-layer Crisis Mapping: A Social Media-Based Approach. WETICE 2012: 379-384

Zoulficar Younes, Fahed Abdallah, Thierry Denoeux, Hichem Snoussi: A Dependent Multilabel Classification Method Derived from the k-Nearest Neighbor Rule. EURASIP J. Adv. Sig. Proc. 2011 (2011)

Majdi Mansouri, Hichem Snoussi, Cédric Richard: Channel estimation and multiple target tracking in wireless sensor networks based on quantised proximity sensors. IET Wireless Sensor Systems 1(1): 7-14 (2011)

Jing Teng, Hichem Snoussi, Cédric Richard: Collaborative multi-target tracking in wireless sensor networks. Int. J. Systems Science 42(9): 1427-1443 (2011)

Hicham Laanaya, Fahed Abdallah, Hichem Snoussi, Cédric Richard: Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold. Pattern Recognition Letters 32(13): 1511-1515 (2011)

Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard: A Robust Localization Algorithm for Mobile Sensors Using Belief Functions. IEEE T. Vehicular Technology 60(4): 1799-1811 (2011)

Majdi Mansouri, Ilham Ouachani, Hichem Snoussi, Cédric Richard: Adaptive quantized target tracking in wireless sensor networks. Wireless Networks 17(7): 1625-1639 (2011)

Yi Zhou, Shibao Zheng, Hichem Snoussi: Building Regionally Spatial Appearance Model by Topological Color Histogram. CSE 2011: 52-56

Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret, Hichem Snoussi: Variational methods for spectral unmixing of hyperspectral images. ICASSP 2011: 957-960

Majdi Mansouri, Lyes Khoukhi, Hichem Snoussi, Cédric Richard: Quantized variational filtering for target tracking and relay localization in sensor networks. IWCMC 2011: 1837-1842

Farah Mourad, Hichem Snoussi, Cédric Richard: Interval-based localization for mobile sensors in low-anchors density networks. IWCMC 2011: 1843-1848

Majdi Mansouri, Hichem Snoussi, Cédric Richard: Optimal path selection for quantized target tracking in distributed sensor networks. IWCMC 2011: 1849-1853

Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Jie Chen, Hichem Snoussi: A Decentralized Approach for Nonlinear Prediction of Time Series Data in Sensor Networks. EURASIP J. Wireless Comm. and Networking 2010 (2010)

Jing Teng, Hichem Snoussi, Cédric Richard: Decentralized Variational Filtering for Target Tracking in Binary Sensor Networks. IEEE Trans. Mob. Comput. 9(10): 1465-1477 (2010)

Majdi Mansouri, Hichem Snoussi, Cédric Richard: Joint Multiple Target Tracking and Channel Estimation in Wireless Sensor Networks. GLOBECOM 2010: 1-5

Majdi Mansouri, Hichem Snoussi, Cédric Richard: A Sensor Selection Method for Target Tracking in Wireless Sensor Networks Using Quantized Variational Filtering. VTC Fall 2010: 1-5

Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard: Anchor-based localization via interval analysis for mobile ad-hoc sensor networks. IEEE Transactions on Signal Processing 57(8): 3226-3239 (2009)

Neeraj Kumar Singh, Hichem Snoussi, David J. Hewson, Jacques Duchêne: Detection of the Critical Point Interval of Postural Control Strategy using Wavelet Transform Analysis. BIOSIGNALS 2009: 101-106

Ram Bilas Pachori, David J. Hewson, Hichem Snoussi, Jacques Duchêne: Postural time-series analysis using Empirical Mode Decomposition and second-order difference plots. ICASSP 2009: 537-540

Jing Teng, Hichem Snoussi, Cédric Richard: Decentralized variational filtering for simultaneous sensor localization and target tracking in binary sensor networks. ICASSP 2009: 2233-2236

Hichem Snoussi, Jean-Yves Tourneret, Petar M. Djuric, Cédric Richard: Data-driven online variational filtering in wireless sensor networks. ICASSP 2009: 2413-2416

Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Hichem Snoussi, Mehdi Essoloh, François Vincent: Functional estimation in Hilbert space for distributed learning in wireless sensor networks. ICASSP 2009: 2861-2864

Hana Baili, Hichem Snoussi: Stochastic Filtering with Networked Sensing. VTC Fall 2009: 0-

Hassan Amoud, Hichem Snoussi, David J. Hewson, Jacques Duchêne: Univariate and Bivariate Empirical Mode Decomposition for Postural Stability Analysis. EURASIP J. Adv. Sig. Proc. 2008 (2008)

Paul Honeine, Mehdi Essoloh, Cédric Richard, Hichem Snoussi: Distributed Regression in Sensor Networks with a Reduced-Order Kernel Model. GLOBECOM 2008: 112-116

Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard: Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques. GLOBECOM 2008: 415-419

Abderrazek Abdaoui, Marion Berbineau, Hichem Snoussi: GMRES Interference Canceller for MIMO Relay Network. GLOBECOM 2008: 1214-1218

Hichem Snoussi, Cédric Richard: Distributed Bayesian fault diagnosis of jump Markov systems in wireless sensor networks. IJSNet 2(1/2): 118-127 (2007)

Hichem Snoussi, Ali Mohammad-Djafari: Estimation of Structured Gaussian Mixtures: The Inverse EM Algorithm. IEEE Transactions on Signal Processing 55(7-1): 3185-3191 (2007)

Hichem Snoussi, Cédric Richard: Information-theoretic node scheduling in collaborative sensor networks. ISSPA 2007: 1-4

Hichem Snoussi, Jérôme Idier: Bayesian blind separation of generalized hyperbolic processes in noisy and underdeterminate mixtures. IEEE Transactions on Signal Processing 54(9): 3257-3269 (2006)

Hichem Snoussi, Cédric Richard: Distributed Bayesian Fault diagnosis in Collaborative Wireless Sensor Networks. GLOBECOM 2006

Hichem Snoussi: The geometry of prior selection. Neurocomputing 67: 214-244 (2005)

Hichem Snoussi: Information-theoretic approach to joint separation and segmentation of images. ISSPA 2005: 731-734

Hichem Snoussi, Ali Mohammad-Djafari: Fast joint separation and segmentation of mixed images. J. Electronic Imaging 13(2): 349-361 (2004)

Hichem Snoussi, Ali Mohammad-Djafari: Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior. VLSI Signal Processing 37(2-3): 263-279 (2004)