Blind separation of noisy Gaussian stationary sources. Application to cosmic microwave background imaging. - Jean-François Cardoso; Hichem Snoussi; Jacques Delabrouille (EUSIPCO, 2002)

MCMC joint separation and segmentation of hidden Markov fields. - Hichem Snoussi; Ali Mohammad-Djafari (NNSP, 2002)

Fast joint separation and segmentation of mixed images. - Hichem Snoussi; Ali Mohammad-Djafari (J. Electronic Imaging, 2004)

Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior. - Hichem Snoussi; Ali Mohammad-Djafari (J. VLSI Signal Process., 2004)

Blind separation of generalized hyperbolic processes: unifying approach to stationary non Gaussianity and Gaussian non stationarity. - Hichem Snoussi; Jérôme Idier (ICASSP (5), 2005)

Information-theoretic approach to joint separation and segmentation of images. - Hichem Snoussi (ISSPA, 2005)

The geometry of prior selection. - Hichem Snoussi (Neurocomputing, 2005)

Reconstructed Phase Spaces of Intrinsic Mode Functions. Application to Postural Stability Analysis. - Hichem Snoussi; Hassan Amoud; Michel Doussot; David J. Hewson; Jacques Duchêne (EMBC, 2006)

Distributed Bayesian Fault diagnosis in Collaborative Wireless Sensor Networks. - Hichem Snoussi; Cédric Richard (GLOBECOM, 2006)

Bayesian blind separation of generalized hyperbolic processes in noisy and underdeterminate mixtures. - Hichem Snoussi; Jérôme Idier (IEEE Trans. Signal Process., 2006)

Information-theoretic node scheduling in collaborative sensor networks. - Hichem Snoussi; Cédric Richard (ISSPA, 2007)

Distributed Bayesian fault diagnosis of jump Markov systems in wireless sensor networks. - Hichem Snoussi; Cédric Richard (Int. J. Sens. Networks, 2007)

Intrinsic Mode Entropy for Nonlinear Discriminant Analysis. - Hassan Amoud; Hichem Snoussi; David J. Hewson; Michel Doussot; Jacques Duchêne (IEEE Signal Process. Lett., 2007)

Estimation of Structured Gaussian Mixtures: The Inverse EM Algorithm. - Hichem Snoussi; Ali Mohammad-Djafari (IEEE Trans. Signal Process., 2007)

Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks. - Paul Honeine; Cédric Richard; José Carlos M. Bermudez; Hichem Snoussi (ACSCC, 2008)

Distributed localization in wireless sensor networks as a pre-image problem in a Reproducing Kernel Hilbert Space. - Mehdi Essoloh; Cédric Richard; Hichem Snoussi; Paul Honeine (EUSIPCO, 2008)

Variational Filtering algorithm for interdependent target tracking and sensor localization in wireless sensor network. - Jing Teng; Hichem Snoussi; Cédric Richard (EUSIPCO, 2008)

GMRES Interference Canceller for MIMO Relay Network. - Abderrazek Abdaoui; Marion Berbineau; Hichem Snoussi (GLOBECOM, 2008)

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

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

Univariate and Bivariate Empirical Mode Decomposition for Postural Stability Analysis. - Hassan Amoud; Hichem Snoussi; David J. Hewson; Jacques Duchêne (EURASIP J. Adv. Signal Process., 2008)

Detection of the Critical Point Interval of Postural Control Strategy using Wavelet Transform Analysis. - Neeraj Kumar Singh 001; Hichem Snoussi; David J. Hewson; Jacques Duchêne (BIOSIGNALS, 2009)

Wavelet Transform Analysis of the Power Spectrum of Centre of Pressure Signals to Detect the Critical Point Interval of Postural Control. - Neeraj Kumar Singh 001; Hichem Snoussi; David J. Hewson; Jacques Duchêne (BIOSTEC (Selected Papers), 2009)

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

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

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

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

Empirical Mode Decomposition for vectorial bi-dimensional signals. - Nourddine Azzaoui; Abdelkader Miraoui; Hichem Snoussi; Jacques Duchêne (nDS, 2009)

Stochastic Filtering with Networked Sensing. - Hana Baili; Hichem Snoussi (VTC Fall, 2009)

Anchor-based localization via interval analysis for mobile ad-hoc sensor networks. - Farah Mourad; Hichem Snoussi; Fahed Abdallah; Cédric Richard (IEEE Trans. Signal Process., 2009)

Joint Multiple Target Tracking and Channel Estimation in Wireless Sensor Networks. - Majdi Mansouri; Hichem Snoussi; Cédric Richard (GLOBECOM, 2010)

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

A Decentralized Approach for Nonlinear Prediction of Time Series Data in Sensor Networks. - Paul Honeine; Cédric Richard; José Carlos M. Bermudez; Jie Chen 022; Hichem Snoussi (EURASIP J. Wirel. Commun. Netw., 2010)

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

Building Regionally Spatial Appearance Model by Topological Color Histogram. - Yi Zhou 011; Shibao Zheng; Hichem Snoussi (CSE, 2011)

Variational methods for spectral unmixing of hyperspectral images. - Olivier Eches; Nicolas Dobigeon; Jean-Yves Tourneret; Hichem Snoussi (ICASSP, 2011)

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

Optimal path selection for quantized target tracking in distributed sensor networks. - Majdi Mansouri; Hichem Snoussi; Cédric Richard (IWCMC, 2011)

Interval-based localization for mobile sensors in low-anchors density networks. - Farah Mourad; Hichem Snoussi; Cédric Richard (IWCMC, 2011)

Recurrence quantification analysis of sustained sub-maximal grip contractions in patients with various metabolic muscle disorders. - Ke Li 002; David J. Hewson; Hichem Snoussi; Jacques Duchêne; Jean-Yves Hogrel (Biomed. Signal Process. Control., 2011)

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

Channel estimation and multiple target tracking in wireless sensor networks based on quantised proximity sensors. - Majdi Mansouri; Hichem Snoussi; Cédric Richard (IET Wirel. Sens. Syst., 2011)

Collaborative multi-target tracking in wireless sensor networks. - Jing Teng; Hichem Snoussi; Cédric Richard (Int. J. Syst. Sci., 2011)

Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold. - Hicham Laanaya; Fahed Abdallah; Hichem Snoussi; Cédric Richard (Pattern Recognit. Lett., 2011)

Interval-Based Localization using RSSI Comparison in MANETs. - Farah Mourad; Hichem Snoussi; Cédric Richard (IEEE Trans. Aerosp. Electron. Syst., 2011)

A Robust Localization Algorithm for Mobile Sensors Using Belief Functions. - Farah Mourad; Hichem Snoussi; Fahed Abdallah; Cédric Richard (IEEE Trans. Veh. Technol., 2011)

Adaptive quantized target tracking in wireless sensor networks. - Majdi Mansouri; Ilham Ouachani; Hichem Snoussi; Cédric Richard (Wirel. Networks, 2011)

Histograms of Optical Flow Orientation for Visual Abnormal Events Detection. - Tian Wang 002; Hichem Snoussi (AVSS, 2012)

The multi-scale covariance descriptor: Performances analysis in human detection. - Walid Ayedi; Hichem Snoussi; Fethi Smach; Mohamed Abid (BioMS, 2012)

Embedded Real-Time Video Processing System on FPGA. - Yahia F. Said; Taoufik Saidani; Fethi Smach; Mohamed Atri; Hichem Snoussi (ICISP, 2012)

Indoor localization using polar intervals in wireless sensor networks. - Farah Mourad; Paul Honeine; Hichem Snoussi (ICT, 2012)

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

Robust Interval-Based Localization Algorithms for Mobile Sensor Networks. - Farah Mourad; Hichem Snoussi; Michel Kieffer; Cédric Richard (Int. J. Distributed Sens. Networks, 2012)

A fast multi-scale covariance descriptor for object re-identification. - Walid Ayedi; Hichem Snoussi; Mohamed Abid (Pattern Recognit. Lett., 2012)

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

Distributed Variational Filtering for Simultaneous Sensor Localization and Target Tracking in Wireless Sensor Networks. - Jing Teng; Hichem Snoussi; Cédric Richard; Rong Zhou (IEEE Trans. Veh. Technol., 2012)

Prediction-based cluster management for target tracking in wireless sensor networks. - Jing Teng; Hichem Snoussi; Cédric Richard (Wirel. Commun. Mob. Comput., 2012)

An overview of outlier detection technique developed for wireless sensor networks. - Oussama Ghorbel; Mohamed Wassim Jmal; Walid Ayedi; Hichem Snoussi; Mohamed Abid (SSD, 2013)

Decentralized localization using fingerprinting and kernel methods inwireless sensor networks. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Joumana Farah; Hichem Snoussi (EUSIPCO, 2013)

Fingerprinting-based localization using accelerometer information in wireless sensor networks. - Xiaowei Lv; Farah Mourad-Chehade; Hichem Snoussi (GLOBECOM, 2013)

Learning General Gaussian Kernel Hyperparameters for SVR. - Fahed Abdallah; Hichem Snoussi; Hicham Laanaya; Régis Lengellé (GSI, 2013)

Adaptive covariance matrix for object region representation. - Lei Qin; Hichem Snoussi; Fahed Abdallah (ICDIP, 2013)

Cascaded Generative and Discriminative Learning for Visual Tracking. - Lei Qin; Hichem Snoussi; Fahed Abdallah (ICIAR, 2013)

An Endeavour to Detect Persons Using Stereo Cues. - Rim Trabelsi; Fethi Smach; Issam Jabri; Fatma Abdelkefi; Hichem Snoussi; Ammar Bouallegue (IVIC, 2013)

Kernel-based localization using fingerprinting in wireless sensor networks. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Hichem Snoussi; Joumana Farah (SPAWC, 2013)

Online Detection of Abnormal Events in Video Streams. - Tian Wang 002; Jie Chen 022; Hichem Snoussi (J. Electr. Comput. Eng., 2013)

Online Least Squares One-Class Support Vector Machines-Based Abnormal Visual Event Detection. - Tian Wang 002; Jie Chen 022; Yi Zhou 011; Hichem Snoussi (Sensors, 2013)

Polar-Interval-Based Localization in Mobile Sensor Networks. - Farah Mourad; Paul Honeine; Hichem Snoussi (IEEE Trans. Aerosp. Electron. Syst., 2013)

Improved mean shift integrating texture and color features for robust real time object tracking. - Fouad Bousetouane; Lynda Dib; Hichem Snoussi (Vis. Comput., 2013)

Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs. - Sandy Mahfouz; Paul Honeine; Farah Mourad-Chehade; Joumana Farah; Hichem Snoussi (AICCSA, 2014)

Kernel Principal Subspace Based Outlier Detection Method in Wireless Sensor Networks. - Oussama Ghorbel; Mohamed Abid; Hichem Snoussi (AINA Workshops, 2014)

Improved KPCA for outlier detection in Wireless Sensor Networks. - Oussama Ghorbel; Mohamed Abid; Hichem Snoussi (ATSIP, 2014)

Theoretical study of an efficient bracketing camera system architecture. - Amine Besrour; Hichem Snoussi; Mohamed Siala 001; Fatma Abdelkefi (IMSE, 2014)

The one-sided mean kernel: a positive definite kernel for time series. - Nicolas Chrysanthos; Pierre Beauseroy; Hichem Snoussi; Edith Grall-Maës; Fabrice Ferrand (ESANN, 2014)

Interval-based localization using sensors mobility and fingerprints in decentralized sensor networks. - Xiaowei Lv; Farah Mourad-Chehade; Hichem Snoussi (EUSIPCO, 2014)

Online learning partial least squares regression model for univariate response data. - Lei Qin; Hichem Snoussi; Fahed Abdallah (EUSIPCO, 2014)

Articulated human motion tracking with foreground learning. - Aichun Zhu; Hichem Snoussi; Abel Cherouat (EUSIPCO, 2014)

Constrained Extended Kalman Filter for ultra-wideband radio based individual navigation. - Xiaoxue Feng; Hichem Snoussi; Yan Liang 001 (FUSION, 2014)

Ridge regression and Kalman filtering for target tracking in wireless sensor networks. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Joumana Farah; Hichem Snoussi (SAM, 2014)

A Branch and Bound Algorithm for the Critical Grid Coverage Problem in Wireless Sensor Networks. - Maher Rebai; Matthieu Le Berre; Faicel Hnaien; Hichem Snoussi; Lyes Khoukhi (Int. J. Distributed Sens. Networks, 2014)

Constrained State Estimation for Individual Localization in Wireless Body Sensor Networks. - Xiaoxue Feng; Hichem Snoussi; Yan Liang 001; Lianmeng Jiao (Sensors, 2014)

Object Tracking Using Adaptive Covariance Descriptor and Clustering-Based Model Updating for Visual Surveillance. - Lei Qin; Hichem Snoussi; Fahed Abdallah (Sensors, 2014)

Detection of Abnormal Visual Events via Global Optical Flow Orientation Histogram. - Tian Wang 002; Hichem Snoussi (IEEE Trans. Inf. Forensics Secur., 2014)

A Novel Outlier Detection Model Based on One Class Principal Component Classifier in Wireless Sensor Networks. - Oussama Ghorbel; Mohamed Abid; Hichem Snoussi (AINA, 2015)

Articulated pose estimation via multiple mixture parts model. - Aichun Zhu; Hichem Snoussi; Abel Cherouat (AVSS, 2015)

Joint Abnormal Blob Detection and Localization Under Complex Scenes. - Tian Wang 002; Keyu Lai; Ce Li 001; Hichem Snoussi (ICIC (1), 2015)

A spatio-temporal covariance descriptor for person re-identification. - Bassem Hadjkacem; Walid Ayedi; Mohamed Abid; Hichem Snoussi (ISDA, 2015)

Distributed and Efficient One-Class Outliers Detection Classifier in Wireless Sensors Networks. - Oussama Ghorbel; Mohamed Wassim Jmal; Mohamed Abid; Hichem Snoussi (WWIC, 2015)

Sensor deployment optimization methods to achieve both coverage and connectivity in wireless sensor networks. - Maher Rebai; Matthieu Le Berre; Hichem Snoussi; Faicel Hnaien; Lyes Khoukhi (Comput. Oper. Res., 2015)

Abnormal Event Detection via Multikernel Learning for Distributed Camera Networks. - Tian Wang 002; Jie Chen 022; Paul Honeine; Hichem Snoussi (Int. J. Distributed Sens. Networks, 2015)

Theoretical properties and implementation of the one-sided mean kernel for time series. - Nicolas Chrysanthos; Pierre Beauseroy; Hichem Snoussi; Edith Grall-Maës (Neurocomputing, 2015)

Human pose estimation with multiple mixture parts model based on upper body categories. - Aichun Zhu; Hichem Snoussi; Tian Wang 002; Abel Cherouat (J. Electronic Imaging, 2015)

The Temporal PET Camera: A New Concept With High Spatial and Timing Resolution for PET Imaging. - Alain Iltis; Hichem Snoussi (J. Imaging, 2015)

Detection of Abnormal Events via Optical Flow Feature Analysis. - Tian Wang 002; Hichem Snoussi (Sensors, 2015)

Decentralized localization using radio-fingerprints and accelerometer in WSNs. - Xiaowei Lv; Farah Mourad-Chehade; Hichem Snoussi (IEEE Trans. Aerosp. Electron. Syst., 2015)

Kernel-based machine learning using radio-fingerprints for localization in wsns. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Joumana Farah; Hichem Snoussi (IEEE Trans. Aerosp. Electron. Syst., 2015)

A Specific Heuristic Dedicated to a Coverage/Tracking Bi-objective Problem for Wireless Sensor Deployment. - Matthieu Le Berre; Maher Rebai; Faicel Hnaien; Hichem Snoussi (Wirel. Pers. Commun., 2015)

Exploiting color cues to improve person re-identification. - Charbel Chahla; Hichem Snoussi; Fahed Abdallah; Fadi Dornaika (ICDP, 2016)

Real time Object Tracking based on Local Texture Feature with Correlation Filter. - Meina Qiao; Tian Wang 002; Yuan Dong; Jingang Shi; Jing Teng; Hichem Snoussi (DSP, 2016)

Cooperative target searching and tracking via UCT with probability distribution model. - Ruoxi Qin; Tian Wang 002; Haotian Jiang; Qianhong Yan; Weikang Wang; Hichem Snoussi (DSP, 2016)

Detection of Abnormal Event in Complex Situations Using Strong Classifier Based on BP Adaboost. - Yuqi Zhang; Tian Wang 002; Meina Qiao; Aichun Zhu; Ce Li 001; Hichem Snoussi (ICIC (2), 2016)

One class outlier detection method in wireless sensor networks: Comparative study. - Oussama Ghorbel; Abdulfattah Mohammad Obeid; Mohamed Abid; Hichem Snoussi (SoftCOM, 2016)

Discriminant sparse label-sensitive embedding: Application to image-based face pose estimation. - Fadi Dornaika; Charbel Chahla; Fawzi Khattar; Fahed Abdallah; Hichem Snoussi (Eng. Appl. Artif. Intell., 2016)

A bi-objective model for wireless sensor deployment considering coverage and tracking applications. - Matthieu Le Berre; Maher Rebai; Faicel Hnaien; Hichem Snoussi (Int. J. Sens. Networks, 2016)

Exact methods for sensor deployment problem with connectivity constraint in wireless sensor networks. - Maher Rebai; Hasan Murat Afsar; Hichem Snoussi (Int. J. Sens. Networks, 2016)

Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Hichem Snoussi (IEEE Trans. Geosci. Remote. Sens., 2016)

Human Action Recognition Based on Sub-data Learning. - Yang Chen 030; Tian Wang 002; Jiakun Li; Xiaowei Lv; Hichem Snoussi (CCCV (3), 2017)

Abnormal event detection using convolutional neural networks and 1-class SVM classifier. - Samir Bouindour; Mohamad Mazen Hittawe; Sandy Mahfouz; Hichem Snoussi (ICDP, 2017)

A new method of video-surveillance data analytics for the security in camera networks. - Bassem Hadjkacem; Walid Ayedi; Mohamed Abid; Hichem Snoussi (IINTEC, 2017)

SVM-based indoor localization in Wireless Sensor Networks. - Amira Chriki; Haifa Touati; Hichem Snoussi (IWCMC, 2017)

Internal Transfer Learning for Improving Performance in Human Action Recognition for Small Datasets. - Tian Wang 002; Yang Chen 030; Mengyi Zhang; Jie Chen 022; Hichem Snoussi (IEEE Access, 2017)

Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization. - C. Chahla; Hichem Snoussi; Fahed Abdallah; Fadi Dornaika (Eng. Appl. Artif. Intell., 2017)

Multi-shot human re-identification using a fast multi-scale video covariance descriptor. - Bassem Hadjkacem; Walid Ayedi; Mohamed Abid; Hichem Snoussi (Eng. Appl. Artif. Intell., 2017)

Solving the Total Coverage Problem using a Multiple Mobile Sensor Network. - Amani Lamine; Fethi Mguis; Hichem Snoussi; Khaled Ghédira (ICM, 2018)

Indoor Thermal Comfort Collection of People with Physical Disabilities. - Bouziane Brik; Moez Esseghir; Leïla Merghem-Boulahia; Hichem Snoussi (ISNCC, 2018)

ThingsGame: when sending data rate depends on the data usefulness in IoT networks. - Bouziane Brik; Moez Esseghir; Leïla Merghem-Boulahia; Hichem Snoussi (IWCMC, 2018)

Multi-Shot Human Re-Identification for the Security in Video Surveillance Systems. - Bassem Hadjkacem; Walid Ayedi; Mohamed Abid; Hichem Snoussi (WETICE, 2018)

Abnormal event detection via covariance matrix for optical flow based feature. - Tian Wang 002; Meina Qiao; Aichun Zhu; Yida Niu; Ce Li 001; Hichem Snoussi (Multim. Tools Appl., 2018)

Signal processing on graphs: Case of sampling in Paley-Wiener spaces. - Valeria Borodin; Hichem Snoussi; Faicel Hnaien; Nacima Labadie (Signal Process., 2018)

Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams. - Samir Bouindour; Ronghua Hu; Hichem Snoussi (AIKE, 2019)

Multiple Cues Association for Multiple Object Tracking Based on Convolutional Neural Network. - Ronghua Hu; Samir Bouindour; Hichem Snoussi; Abel Cherouat; Charbel Chahla (AIKE, 2019)

Hybrid deep learning and HOF for Anomaly Detection. - Slim Hamdi; Samir Bouindour; Kais Loukil; Hichem Snoussi; Mohamed Abid (CoDIT, 2019)

A Novel Approach for Anomaly Detection in Power Consumption Data. - C. Chahla; Hichem Snoussi; Leïla Merghem; Moez Esseghir (ICPRAM, 2019)

Stacked Auto-Encoder for Scalable Indoor Localization in Wireless Sensor Networks. - Souad BelMannoubi; Haifa Touati; Hichem Snoussi (IWCMC, 2019)

ThermCont: A machine Learning enabled Thermal Comfort Control Tool in a real time. - Bouziane Brik; Moez Esseghir; Leïla Merghem-Boulahia; Hichem Snoussi (IWCMC, 2019)

Centralized Cognitive Radio Based Frequency Allocation for UAVs Communication. - Amira Chriki; Haifa Touati; Hichem Snoussi; Farouk Kamoun (IWCMC, 2019)

UAV-GCS Centralized Data-Oriented Communication Architecture for Crowd Surveillance Applications. - Amira Chriki; Haifa Touati; Hichem Snoussi; Farouk Kamoun (IWCMC, 2019)

Coverage Optimization using Multiple Unmanned Aerial Vehicles with Connectivity Constraint. - Amani Lamine; Fethi Mguis; Hichem Snoussi; Khaled Ghédira (IWCMC, 2019)

Abnormal object detection and recognition in the complex construction site via cloud computing. - Chuang Wang; Jiakun Li; Tian Wang 002; Peng Shi; Hichem Snoussi; Xin Su 002 (RACS, 2019)

FANET: Communication, mobility models and security issues. - Amira Chriki; Haifa Touati; Hichem Snoussi; Farouk Kamoun (Comput. Networks, 2019)

HE-SLAM: a Stereo SLAM System Based on Histogram Equalization and ORB Features. - Yinghong Fang; Guangcun Shan; Xin Li; Wenliang Liu; Tian Wang 002; Hichem Snoussi (CoRR, 2019)

Region based Ensemble Learning Network for Fine-grained Classification. - Weikuang Li; Tian Wang 002; Chuanyun Wang; Guangcun Shan; Mengyi Zhang; Hichem Snoussi (CoRR, 2019)

AED-Net: An Abnormal Event Detection Network. - Tian Wang 002; Zichen Miao; Yuxin Chen; Yi Zhou 011; Guangcun Shan; Hichem Snoussi (CoRR, 2019)

Improving temporal action proposal generation by using high performance computing. - Tian Wang 002; Shiye Lei; Youyou Jiang; Zihang Deng; Xin Su 002; Hichem Snoussi; Chang Choi (CoRR, 2019)

Abnormal events detection using deep neural networks: application to extreme sea surface temperature detection in the Red Sea. - Mohamad Mazen Hittawe; Shehzad Afzal; Tahira Jamil; Hichem Snoussi; Ibrahim Hoteit; Omar M. Knio (J. Electronic Imaging, 2019)

A reinforcement learning approach for UAV target searching and tracking. - Tian Wang 002; Ruoxi Qin; Yang Chen 030; Hichem Snoussi; Chang Choi (Multim. Tools Appl., 2019)

Generative Neural Networks for Anomaly Detection in Crowded Scenes. - Tian Wang 002; Meina Qiao; Zhiwei Lin 002; Ce Li 001; Hichem Snoussi; Zhe Liu 001; Chang Choi (IEEE Trans. Inf. Forensics Secur., 2019)

A Game-Theoretic Multi-Level Energy Demand Management for Smart Buildings. - Samira Chouikhi; Leïla Merghem-Boulahia; Moez Esseghir; Hichem Snoussi (IEEE Trans. Smart Grid, 2019)

Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data. - Yi Zhou 011; Tian Wang 002; Ronghua Hu; Hang Su 006; Yi Liu 041; Xiaoming Liu; Jidong Suo; Hichem Snoussi (IEEE Trans. Signal Process., 2019)

Two-streams Fully Convolutional Networks for Abnormal Event Detection in Videos. - Slim Hamdi; Samir Bouindour; Kais Loukil; Hichem Snoussi; Mohamed Abid (ICAART (2), 2020)

UAV-based Surveillance System: an Anomaly Detection Approach. - Amira Chriki; Haifa Touati; Hichem Snoussi; Farouk Kamoun (ISCC, 2020)

Fine-Tuning a Pre-trained CAE for Deep One Class Anomaly Detection in Video Footage. - Slim Hamdi; Hichem Snoussi; Mohamed Abid (MedPRAI, 2020)

Abnormal event detection via the analysis of multi-frame optical flow information. - Tian Wang 002; Meina Qiao; Aichun Zhu; Guangcun Shan; Hichem Snoussi (Frontiers Comput. Sci., 2020)

Exploring a rich spatial-temporal dependent relational model for skeleton-based action recognition by bidirectional LSTM-CNN. - Aichun Zhu; Qianyu Wu; Ran Cui; Tian Wang 002; Wenlong Hang; Gang Hua 002; Hichem Snoussi (Neurocomputing, 2020)

Learned versus Handcrafted Features for Person Re-identification. - C. Chahla; Hichem Snoussi; Fahed Abdallah; Fadi Dornaika (Int. J. Pattern Recognit. Artif. Intell., 2020)

Linear models for total coverage problem with connectivity constraints using multiple unmanned aerial vehicles. - Amani Lamine; Fethi Mguis; Hichem Snoussi; Khaled Ghédira (Int. J. Sens. Networks, 2020)

Data-driven prognostic method based on self-supervised learning approaches for fault detection. - Tian Wang 002; Meina Qiao; Mengyi Zhang; Yi Yang 043; Hichem Snoussi (J. Intell. Manuf., 2020)

G2D: Generate to Detect Anomaly. - Masoud PourReza; Bahram Mohammadi; Mostafa Khaki; Samir Bouindour; Hichem Snoussi; Mohammad Sabokrou (WACV, 2021)

Cognitive Radio and Dynamic TDMA for efficient UAVs swarm communications. - Haifa Touati; Amira Chriki; Hichem Snoussi; Farouk Kamoun (Comput. Networks, 2021)

An enhanced 3DCNN-ConvLSTM for spatiotemporal multimedia data analysis. - Tian Wang 002; Jiakun Li; Mengyi Zhang; Aichun Zhu; Hichem Snoussi; Chang Choi (Concurr. Comput. Pract. Exp., 2021)

Digital twin for human-machine interaction with convolutional neural network. - Tian Wang 002; Jiakun Li; Yingjun Deng; Chuang Wang; Hichem Snoussi; Fei Tao 001 (Int. J. Comput. Integr. Manuf., 2021)

End-to-End Deep One-Class Learning for Anomaly Detection in UAV Video Stream. - Slim Hamdi; Samir Bouindour; Hichem Snoussi; Tian Wang 002; Mohamed Abid (J. Imaging, 2021)

Deep learning and handcrafted features for one-class anomaly detection in UAV video. - Amira Chriki; Haifa Touati; Hichem Snoussi; Farouk Kamoun (Multim. Tools Appl., 2021)

Pose-Guided Inflated 3D ConvNet for action recognition in videos. - Qianyu Wu; Aichun Zhu; Ran Cui; Tian Wang 002; Fangqiang Hu; Yaping Bao; Hichem Snoussi (Signal Process. Image Commun., 2021)

CDADNet: Context-guided dense attentional dilated network for crowd counting. - Aichun Zhu; Guoxiu Duan; Xiaomei Zhu; Lu Zhao; Yaoying Huang; Gang Hua 002; Hichem Snoussi (Signal Process. Image Commun., 2021)

RecapNet: Action Proposal Generation Mimicking Human Cognitive Process. - Tian Wang 002; Yang Chen 030; Zhiwei Lin 002; Aichun Zhu; Yong Li 025; Hichem Snoussi; Hui Wang 001 (IEEE Trans. Cybern., 2021)

FT-MDnet: A Deep-Frozen Transfer Learning Framework for Person Search. - Ronghua Hu; Tian Wang 002; Yi Zhou 011; Hichem Snoussi; Abel Cherouat (IEEE Trans. Inf. Forensics Secur., 2021)

Online Detection of Action Start via Soft Computing for Smart City. - Tian Wang 002; Yang Chen 030; Hongqiang Lv; Jing Teng; Hichem Snoussi; Fei Tao 001 (IEEE Trans. Ind. Informatics, 2021)

Bi-level Doubly Variational Learning for Energy-based Latent Variable Models. - Ge Kan; Jinhu Lü; Tian Wang 002; Baochang Zhang 001; Aichun Zhu; Lei Huang 015; Guodong Guo; Hichem Snoussi (CVPR, 2022)

Data Cleaning to fine-tune a Transfer Learning approach for Air Quality Prediction. - Marie Njaime; Fahed Abdallah Olivier; Hichem Snoussi; Judy Akl; Charbel Chahla; Hichem Omrani (ISC2, 2022)

A Malleable Boundary Network for temporal action detection. - Tian Wang 002; Boyao Hou; Zexian Li; Zhe Li; Lei Huang 015; Baochang Zhang 001; Hichem Snoussi (Comput. Electr. Eng., 2022)

Accelerating temporal action proposal generation via high performance computing. - Tian Wang 002; Shiye Lei; Youyou Jiang; Chang Choi; Hichem Snoussi; Guangcun Shan; Yao Fu (Frontiers Comput. Sci., 2022)

ResLNet: deep residual LSTM network with longer input for action recognition. - Tian Wang 002; Jiakun Li; Huai-Ning Wu; Ce Li 001; Hichem Snoussi; Yang Wu 001 (Frontiers Comput. Sci., 2022)

Adaptive Optimization Method in Digital Twin Conveyor Systems via Range-Inspection Control. - Tian Wang 002; Jiaxiang Cheng; Yi Yang 043; Christian Esposito 001; Hichem Snoussi; Fei Tao 001 (IEEE Trans Autom. Sci. Eng., 2022)

CACrowdGAN: Cascaded Attentional Generative Adversarial Network for Crowd Counting. - Aichun Zhu; Zhe Zheng; Yaoying Huang; Tian Wang 002; Jing Jin 002; Fangqiang Hu; Gang Hua 002; Hichem Snoussi (IEEE Trans. Intell. Transp. Syst., 2022)

Predictive maintenance planning for railway systems. - Malak Saiem; Valeria Borodin; Faicel Hnaien; Hichem Snoussi (CiSt, 2023)

FABLE : Fabric Anomaly Detection Automation Process. - Simon Thomine; Hichem Snoussi; Mahmoud Soua (ICCAD, 2023)

Vision-based Explainable Action Recognition Model for Polluted Soil Tracking. - Edern Viannay; Benitha Vasseur; Hichem Snoussi; Dominique Poux (ICCAD, 2023)

Multi-View 3D Compton Image Reconstruction With a Generalized List-Mode MLEM Algorithm. - Nhan Le; Hichem Snoussi; Zied Hmissi; Alain Iltis; Guillaume Lebonvallet; Ghislain Zeufack (ICIP, 2023)

MixedTeacher: Knowledge Distillation for Fast Inference Textural Anomaly Detection. - Simon Thomine; Hichem Snoussi; Mahmoud Soua (VISIGRAPP (5: VISAPP), 2023)

TASTA: Text-Assisted Spatial and Temporal Attention Network for Video Question Answering. - Tian Wang 002; Boyao Hou; Jiakun Li; Peng Shi; Baochang Zhang 001; Hichem Snoussi (Adv. Intell. Syst., 2023)

Synchronous Spatiotemporal Graph Transformer: A New Framework for Traffic Data Prediction. - Tian Wang 002; Jiahui Chen; Jinhu Lü; Kexin Liu; Aichun Zhu; Hichem Snoussi; Baochang Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Path Planning in UAV-Assisted Wireless Networks: A Comprehensive Survey and Open Research Issues. - Henda Hnaien; Ahmed Aboud; Haifa Touati; Hichem Snoussi (AINA (6), 2024)

Target-Specific Domain Adaptation via Geometry-Correlation Prediction for Point Cloud. - Junqiao Li; Leyan Zhu; Tian Wang 002; Yuan Xie; Jingang Shi; Hichem Snoussi (PRCV (4), 2024)

CSE: Surface Anomaly Detection with Contrastively Selected Embedding. - Simon Thomine; Hichem Snoussi (VISIGRAPP (2): VISAPP, 2024)

Demystifying Defects: Federated Learning and Explainable AI for Semiconductor Fault Detection. - Tanish Patel; Ramalingam Murugan; Gokul Yenduri; Rutvij H. Jhaveri; Hichem Snoussi; Tarek Gaber (IEEE Access, 2024)

Distillation-based fabric anomaly detection. - Simon Thomine; Hichem Snoussi (CoRR, 2024)

Target-Driven Visual Navigation by Using Causal Intervention. - Xinzhou Zhao; Tian Wang 002; Yanjing Li; Baochang Zhang 001; Kexin Liu; Deyuan Liu; Chuanyun Wang; Hichem Snoussi (IEEE Trans. Intell. Veh., 2024)

A Multihead Attention Self-Supervised Representation Model for Industrial Sensors Anomaly Detection. - Yiqun Qiao; Jinhu Lü; Tian Wang 002; Kexin Liu; Baochang Zhang 001; Hichem Snoussi (IEEE Trans. Ind. Informatics, 2024)

Dual model knowledge distillation for industrial anomaly detection. - Simon Thomine; Hichem Snoussi (Pattern Anal. Appl., 2024)

Single-Layer Distillation with Fourier Convolutions for Texture Anomaly Detection. - Simon Thomine; Hichem Snoussi (WACV, 2025)

Joint Localization and Data-Based Path Planning for UAV-Assisted IoT Networks: A Heuristic Approach. - Henda Hnaien; Ahmed Aboud; Haifa Touati; Hichem Snoussi (SN Comput. Sci., 2025)

Grasping With Occlusion-Aware Ally Method in Complex Scenes. - Lulu Li; Abel Cherouat; Hichem Snoussi; Tian Wang 002 (IEEE Trans Autom. Sci. Eng., 2025)

Simultaneous Coordinate Maximization Algorithm for Maximum A Posteriori Compton Camera Imaging With Markov Random Field Prior. - Nhan Le; Hichem Snoussi; Alain Iltis (IEEE Trans. Instrum. Meas., 2025)

Improving Text-Based Person Retrieval by Excavating All-Round Information Beyond Color. - Aichun Zhu; Zijie Wang; Jingyi Xue; Xili Wan; Jing Jin 002; Tian Wang 002; Hichem Snoussi (IEEE Trans. Neural Networks Learn. Syst., 2025)

Understanding the Dimensional Need of Noncontrastive Learning. - Zhexiao Cao; Lei Huang 015; Tian Wang 002; Yinquan Wang; Jingang Shi; Aichun Zhu; Tianyun Shi; Hichem Snoussi (IEEE Trans. Cybern., 2025)