Hichem Snoussi

发表

sensor deployment optimization system for locating targets, use of the system and method for optimizing

Hichem Snoussi, Faicel Hnaien, Berre Matthieu Le, 2015 .

Robust distributed target tracking in Wireless Sensor Networks based on multi-objective optimization

Hichem Snoussi, Faicel Hnaien, Cedric Richard, 2011, 2011 IEEE Statistical Signal Processing Workshop (SSP).

Using Gabor filter in 3D convolutional neural networks for human action recognition

Hichem Snoussi, Jiakun Li, Tian Wang, 2017, 2017 36th Chinese Control Conference (CCC).

Gas Source Parameter Estimation Using Machine Learning in WSNs

Joumana Farah, Hichem Snoussi, Paul Honeine, 2016, IEEE Sensors Journal.

Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks

Hichem Snoussi, Paul Honeine, Cedric Richard, 2008, 2008 42nd Asilomar Conference on Signals, Systems and Computers.

Multi-objective optimization in wireless sensors networks

Hichem Snoussi, Faicel Hnaien, Matthieu Le Berre, 2011, ICM 2011 Proceeding.

A Sensor Selection Method for Target Tracking in Wireless Sensor Networks Using Quantized Variational Filtering

Hichem Snoussi, Cédric Richard, Majdi Mansouri, 2010, 2010 IEEE 72nd Vehicular Technology Conference - Fall.

Decentralized variational filtering for simultaneous sensor localization and target tracking in binary sensor networks

Hichem Snoussi, Cédric Richard, Jing Teng, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

A deep learning approach for anomaly detection and prediction in power consumption data

Hichem Snoussi, Moez Esseghir, C. Chahla, 2020, Energy Efficiency.

An enhanced 3DCNN‐ConvLSTM for spatiotemporal multimedia data analysis

Hichem Snoussi, Jiakun Li, Tian Wang, 2019, Concurr. Comput. Pract. Exp..

Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data

Hichem Snoussi, Yi Zhou, Hang Su, 2019, IEEE Transactions on Signal Processing.

Hierarchical graphical-based human pose estimation via local multi-resolution convolutional neural network

Hichem Snoussi, Aichun Zhu, Tian Wang, 2018 .

Exploiting color cues to improve person re-identification

Hichem Snoussi, Fadi Dornaika, C. Chahla, 2016, ICDP.

Online Detection of Abnormal Events in Video Streams

Jie Chen, Hichem Snoussi, Tian Wang, 2013, J. Electr. Comput. Eng..

Guaranteed localization using reliability of measurements in imperfect mobile sensor networks

Hichem Snoussi, Farah Mourad, F. Abdallah, 2011 .

Indoor Thermal Comfort Collection of People with Physical Disabilities

Hichem Snoussi, Leïla Merghem, Moez Esseghir, 2018, 2018 International Symposium on Networks, Computers and Communications (ISNCC).

Functional estimation in Hilbert space for distributed learning in wireless sensor networks

Hichem Snoussi, Paul Honeine, Cédric Richard, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Factors that May Influence the Performance of Wireless Sensor Networks

Hichem Snoussi, Majdi Mansouri, Cedric Richard, 2010 .

Generative Neural Networks for Anomaly Detection in Crowded Scenes

Hichem Snoussi, Chang Choi, Tian Wang, 2019, IEEE Transactions on Information Forensics and Security.

Detection of the Critical Point Interval of Postural Control Strategy using Wavelet Transform Analysis

David J. Hewson, Jacques Duchêne, Hichem Snoussi, 2009, BIOSIGNALS.

Linear models for the total coverage problem in wireless sensor networks

Hichem Snoussi, Faicel Hnaien, Maher Rebai, 2013, 2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO).

Kernel-based machine learning using radio-fingerprints for localization in wsns

Joumana Farah, Hichem Snoussi, Paul Honeine, 2015, IEEE Transactions on Aerospace and Electronic Systems.

On the detection of elderly equilibrium degradation using multivariate-EMD

Hichem Snoussi, Jacques Duchene, Abdelkader Miraoui, 2010, 2010 IEEE Globecom Workshops.

Binary Variational Filtering for Target Tracking in Sensor Networks

Hichem Snoussi, Jing Teng, Cedric Richard, 2007, 2007 IEEE/SP 14th Workshop on Statistical Signal Processing.

Approche variationnelle à noyau pour le suivi de cibles dans un réseau de capteurs sans fil

Hichem Snoussi, Paul Honeine, Cédric Richard, 2013 .

Channel estimation and multiple target tracking in wireless sensor networks based on quantised proximity sensors

Hichem Snoussi, Cédric Richard, Majdi Mansouri, 2011, IET Wirel. Sens. Syst..

Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior

Hichem Snoussi, Ali Mohammad-Djafari, 2004, J. VLSI Signal Process..

Comparative study of fusion algorithms and implementation of new efficient solution

Hichem Snoussi, Mohamed Siala, Fatma Abdelkefi, 2014, Photonics Europe.

Optimal Look-ahead Control of CSPS System by Deep Q-Network and Profit Sharing

Hichem Snoussi, Lei Ren, Yi Yang, 2018, 2018 Chinese Automation Congress (CAC).

Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques

Hichem Snoussi, Cédric Richard, Fahed Abdallah, 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

Blind separation of generalized hyperbolic processes: unifying approach to stationary non Gaussianity and Gaussian non stationarity

Hichem Snoussi, Jérôme Idier, J. Idier, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Sélection de variables stabilométriques pour l'analyse et la détection de la dégradation de l'équilibre postural

Hichem Snoussi, Jacques Duchene, Hassan Amoud, 2007 .

A spatio-temporal covariance descriptor for person re-identification

Mohamed Abid, Hichem Snoussi, Walid Ayedi, 2015, 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA).

Learning General Gaussian Kernel Hyperparameters for SVR

Hichem Snoussi, Fahed Abdallah, Régis Lengellé, 2013, GSI.

Online Least Squares One-Class Support Vector Machines-Based Abnormal Visual Event Detection

Jie Chen, Hichem Snoussi, Yi Zhou, 2013, Sensors.

Joint Multiple Target Tracking and Channel Estimation in Wireless Sensor Networks

Hichem Snoussi, Cédric Richard, Majdi Mansouri, 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

Stacked Auto-Encoder for Scalable Indoor Localization in Wireless Sensor Networks

Hichem Snoussi, Haifa Touati, Souad BelMannoubi, 2019, 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC).

par r esolution d'un probl eme quadratique

Hichem Snoussi, Mehdi Essoloh, 2007 .

A system and method of target location by a network of transmitters receivers

Hichem Snoussi, Cédric Richard, Paul Honeine, 2009 .

Localisation par intervalles basée sur les ancres et les non-ancres dans les réseaux de capteurs mobiles

Hichem Snoussi, Cédric Richard, Farah Mourad, 2009 .

Data-driven online variational filtering in wireless sensor networks

Petar M. Djuric, Hichem Snoussi, Cédric Richard, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Wavelet Transform Analysis of the Power Spectrum of Centre of Pressure Signals to Detect the Critical Point Interval of Postural Control

David J. Hewson, Jacques Duchêne, Hichem Snoussi, 2009, BIOSTEC.

Distributed and Efficient One-Class Outliers Detection Classifier in Wireless Sensors Networks

Mohamed Abid, Hichem Snoussi, Oussama Ghorbel, 2015, WWIC.

Object detection in remote sensing images based on one-class classification

Hichem Snoussi, Tian Wang, Ziyu Wang, 2017, 2017 Chinese Automation Congress (CAC).

Articulated human motion tracking with foreground learning

Hichem Snoussi, Aichun Zhu, Abel Cherouat, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Information-theoretic approach to joint separation and segmentation of images

Hichem Snoussi, 2005, Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005..

RecapNet: Action Proposal Generation Mimicking Human Cognitive Process

Hui Wang, Hichem Snoussi, Yang Chen, 2020, IEEE Transactions on Cybernetics.

MCMC joint separation and segmentation of hidden Markov fields

Hichem Snoussi, Ali Mohammad-Djafari, 2002, Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing.

Object Tracking Using Adaptive Covariance Descriptor and Clustering-Based Model Updating for Visual Surveillance

Hichem Snoussi, Fahed Abdallah, Lei Qin, 2014, Sensors.

Fast and Efficient Outlier Detection Method in Wireless Sensor Networks

Mohamed Abid, Hichem Snoussi, Oussama Ghorbel, 2015, IEEE Sensors Journal.

Online learning partial least squares regression model for univariate response data

Hichem Snoussi, Fahed Abdallah, Lei Qin, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Decentralized localization using fingerprinting and kernel methods inwireless sensor networks

Joumana Farah, Hichem Snoussi, Paul Honeine, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Abnormal event detection based on analysis of movement information of video sequence

Hichem Snoussi, Huan Wang, Tian Wang, 2018 .

Method, device and system of quality assessment of the balance

Hichem Snoussi, Jacques Duchene, Yves Langeron, 2010 .

Interval-based localization for mobile sensors in low-anchors density networks

Hichem Snoussi, Cédric Richard, Farah Mourad, 2011, 2011 7th International Wireless Communications and Mobile Computing Conference.

Detection of Abnormal Events via Optical Flow Feature Analysis

Hichem Snoussi, Tian Wang, H. Snoussi, 2015, Sensors.

Collaborative multi-target tracking in wireless sensor networks

Hichem Snoussi, Cédric Richard, Jing Teng, 2011, Int. J. Syst. Sci..

Event prediction via spatio-temporal sequence analysis

Hichem Snoussi, Yan Wang, Peng Shi, 2019, 2019 Chinese Automation Congress (CAC).

Building Regionally Spatial Appearance Model by Topological Color Histogram

Hichem Snoussi, Yi Zhou, Shibao Zheng, 2011, 2011 14th IEEE International Conference on Computational Science and Engineering.

Improved mean shift integrating texture and color features for robust real time object tracking

Hichem Snoussi, Fouad Bousetouane, Lynda Dib, 2012, The Visual Computer.

Adaptive quantized target tracking in wireless sensor networks

Hichem Snoussi, Cédric Richard, Majdi Mansouri, 2011, Wirel. Networks.

Cooperative target searching and tracking via UCT with probability distribution model

Hichem Snoussi, Haotian Jiang, Tian Wang, 2016, 2016 IEEE International Conference on Digital Signal Processing (DSP).

An On-Line and Adaptive Method for Detecting Abnormal Events in Videos Using Spatio-Temporal ConvNet

Hichem Snoussi, Mohamad Mazen Hittawe, Tian Wang, 2019, Applied Sciences.

FANET: Communication, mobility models and security issues

Hichem Snoussi, Farouk Kamoun, Haifa Touati, 2019, Comput. Networks.

Histograms of Optical Flow Orientation for Visual Abnormal Events Detection

Hichem Snoussi, Tian Wang, H. Snoussi, 2012, 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance.

Empirical Mode Decomposition for vectorial bi-dimensional signals

Jacques Duchêne, Hichem Snoussi, Abdelkader Miraoui, 2009, 2009 International Workshop on Multidimensional (nD) Systems.

A bi-objective model for wireless sensor deployment considering coverage and tracking applications

Hichem Snoussi, Faicel Hnaien, Maher Rebai, 2016 .

On the surface EMG signal reconstruction using blind source separation

Hichem Snoussi, Jacques Duchene, Abdelkader Miraoui, 2011, International Workshop on Systems, Signal Processing and their Applications, WOSSPA.

GMRES Interference Canceller for MIMO Relay Network

Hichem Snoussi, Marion Berbineau, Abderrazek Abdaoui, 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

Pose-Guided Inflated 3D ConvNet for action recognition in videos

Hichem Snoussi, Aichun Zhu, Yaping Bao, 2021, Signal Process. Image Commun..

Localisation distribuée dans les réseaux de capteurs sans fil par résolution d'un problème quadratique

Hichem Snoussi, Cédric Richard, Mehdi Essoloh, 2007 .

ThermCont: A machine Learning enabled Thermal Comfort Control Tool in a real time

Hichem Snoussi, Leïla Merghem, Moez Esseghir, 2019, 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC).

Joint Abnormal Blob Detection and Localization Under Complex Scenes

Hichem Snoussi, Ce Li, Tian Wang, 2015, ICIC.

Improving temporal action proposal generation by using high performance computing pdf

Hichem Snoussi, Chang Choi, Tian Wang, 2019, ArXiv.

HE-SLAM: A Stereo SLAM System Based on Histogram Equalization and ORB Features

Hichem Snoussi, Xin Li, Tian Wang, 2018, 2018 Chinese Automation Congress (CAC).

Abnormal event detection via covariance matrix for optical flow based feature

Hichem Snoussi, Ce Li, Meina Qiao, 2018, Multimedia Tools and Applications.

Blind separation of noisy Gaussian stationary sources. Application to cosmic microwave background imaging

Hichem Snoussi, Jean-François Cardoso, Jacques Delabrouille, 2002, 2002 11th European Signal Processing Conference.

G2D: Generate to Detect Anomaly pdf

Hichem Snoussi, Mohammad Sabokrou, Samir Bouindour, 2020, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Multi-Shot Human Re-Identification for the Security in Video Surveillance Systems

Mohamed Abid, Hichem Snoussi, Walid Ayedi, 2018, 2018 IEEE 27th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE).

Localization in sensor networks - A matrix regression approach

Hichem Snoussi, Paul Honeine, C. Richard, 2008, 2008 5th IEEE Sensor Array and Multichannel Signal Processing Workshop.

Online Detection of Action Start via Soft Computing for Smart City

Hichem Snoussi, Fei Tao, Jing Teng, 2021, IEEE Transactions on Industrial Informatics.

Quantized variational filtering for target tracking and relay localization in sensor networks

Hichem Snoussi, Cédric Richard, Lyes Khoukhi, 2011, 2011 7th International Wireless Communications and Mobile Computing Conference.

Linear models for total coverage problem with connectivity constraints using multiple unmanned aerial vehicles

Hichem Snoussi, Khaled Ghedira, Fethi Mguis, 2020 .

Information-theoretic node scheduling in collaborative sensor networks

Hichem Snoussi, Cédric Richard, 2007, 2007 9th International Symposium on Signal Processing and Its Applications.

Distributed Variational Filtering for Simultaneous Sensor Localization and Target Tracking in Wireless Sensor Networks

Hichem Snoussi, Cédric Richard, Jing Teng, 2012, IEEE Transactions on Vehicular Technology.

Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs

Joumana Farah, Hichem Snoussi, Paul Honeine, 2014, 2014 IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA).

Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization

Hichem Snoussi, Fadi Dornaika, Fahed Abdallah, 2017, Eng. Appl. Artif. Intell..

The one-sided mean kernel: a positive definite kernel for time series

Hichem Snoussi, Pierre Beauseroy, Edith Grall-Maës, 2014, ESANN.

Estimation of Structured Gaussian Mixtures: The Inverse EM Algorithm

Hichem Snoussi, Ali Mohammad-Djafari, A. Mohammad-Djafari, 2007, IEEE Transactions on Signal Processing.

Robust bounded-error tracking in wireless sensor networks

Hichem Snoussi, Michel Kieffer, Farah Mourad, 2012 .

Robust Interval-Based Localization Algorithms for Mobile Sensor Networks

Hichem Snoussi, Cédric Richard, Michel Kieffer, 2011, Int. J. Distributed Sens. Networks.

A Novel Approach for Anomaly Detection in Power Consumption Data

Hichem Snoussi, Moez Esseghir, Leila Merghem, 2019, ICPRAM.

Event analysis based on multiple video sensors for cooperative environment perception

Hichem Snoussi, Jie Chen, Tian Wang, 2015, 2015 IEEE International Conference on Progress in Informatics and Computing (PIC).

Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams

Hichem Snoussi, Ronghua Hu, Samir Bouindour, 2019, 2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE).

Linear models for total coverage problem with connectivity constraints using multiple unmanned aerial vehicles

Hichem Snoussi, Khaled Ghédira, Fethi Mguis, 2020, Int. J. Sens. Networks.

Univariate and Bivariate Empirical Mode Decomposition for Postural Stability Analysis

David J. Hewson, Jacques Duchêne, Hichem Snoussi, 2008, EURASIP J. Adv. Signal Process..

The conception and implementation of a local HDR fusion algorithm depending on contrast and luminosity parameters

Hichem Snoussi, Fatma Abdelkefi, Mohamed Siala, 2015, SPIE Optical Engineering + Applications.

An overview of outlier detection technique developed for wireless sensor networks

Mohamed Abid, Hichem Snoussi, Oussama Ghorbel, 2013, 10th International Multi-Conferences on Systems, Signals & Devices 2013 (SSD13).

Abnormal object detection and recognition in the complex construction site via cloud computing

Hichem Snoussi, Peng Shi, Jiakun Li, 2019, RACS.

Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold

Hichem Snoussi, Cédric Richard, Fahed Abdallah, 2011, Pattern Recognit. Lett..

Video Object Detection Base on RGB and Optical Flow Analysis

Hichem Snoussi, Yan Wang, Tian Wang, 2019, 2019 2nd China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI).

Nonlinear chaotic component extraction for postural stability analysis

Hichem Snoussi, Jacques Duchene, David Hewson, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Bayesian variational human tracking based on informative body parts

Hichem Snoussi, Shibao Zheng, Yi Zhou, 2012 .

Sensors Network Management for Health Condition Data Coverage on Largescale Infrastructures

Hichem Snoussi, Kondo-Hloindo Adjallah, Nancy Vargas Lozano, 2010 .

Discriminant sparse label-sensitive embedding: Application to image-based face pose estimation

Hichem Snoussi, Fadi Dornaika, C. Chahla, 2016, Eng. Appl. Artif. Intell..

A new method of video-surveillance data analytics for the security in camera networks

Mohamed Abid, Hichem Snoussi, Walid Ayedi, 2017, 2017 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC).

Ridge regression and Kalman filtering for target tracking in wireless sensor networks

Joumana Farah, Hichem Snoussi, Paul Honeine, 2014, 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM).

Distributed localization in wireless sensor networks as a pre-image problem in a Reproducing Kernel Hilbert Space

Hichem Snoussi, Paul Honeine, Cédric Richard, 2008, 2008 16th European Signal Processing Conference.

Blind separation of noisy convolutive sources

Hichem Snoussi, Jacques Duchene, Abderrazek Abdaoui, 2011, 2011 IEEE GCC Conference and Exhibition (GCC).

Routing Optimization and Secure Target Tracking in Distributed Wireless Sensor Networks

Hichem Snoussi, Cedric Richard, Majdi Mansouri, 2012 .

Multi-layer Crisis Mapping: A Social Media-Based Approach

Hichem Snoussi, Nada Matta, Marc Lemercier, 2012, 2012 IEEE 21st International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises.

Temporal imaging for accurate time, space, and energy localization of photoelectric events in monolithic scintillators

Hichem Snoussi, Alain Iltis, Luc Rodrigues de Magalhaes, 2017, Medical Imaging.

Digital twin improved via visual question answering for vision-language interactive mode in human–machine collaboration

Hichem Snoussi, Jiakun Li, Zhaoning Kong, 2020 .

Robust target tracking with quantized proximity sensors

Hichem Snoussi, Majdi Mansouri, Cedric Richard, 2010, IEEE 5th International Symposium on Wireless Pervasive Computing 2010.

Robust object detection for tiny and dense targets in VHR aerial images

Hichem Snoussi, Tian Wang, Mengyi Zhang, 2017, 2017 Chinese Automation Congress (CAC).

A reinforcement learning approach for UAV target searching and tracking

Hichem Snoussi, Chang Choi, Tian Wang, 2018, Multimedia Tools and Applications.

Exact methods for sensor deployment problem with connectivity constraint in wireless sensor networks

Hichem Snoussi, Maher Rebai, Hasan Murat Afsar, 2016, Int. J. Sens. Networks.

Wireless sensor networks in biomedical: Body area networks

Hichem Snoussi, Paul Honeine, Clovis Francis, 2011, International Workshop on Systems, Signal Processing and their Applications, WOSSPA.

WSN06-5: Distributed Bayesian Fault diagnosis in Collaborative Wireless Sensor Networks.

Hichem Snoussi, Cédric Richard, 2006, IEEE Globecom 2006.

A Dependent Multilabel Classification Method Derived from the k-Nearest Neighbor Rule

Hichem Snoussi, Thierry Denoeux, Fahed Abdallah, 2011, EURASIP J. Adv. Signal Process..

Smart Camera Based on FPGA Oriented to Embedded Image Processing

Hichem Snoussi, Mohamed Atri, Taoufik Saidani, 2013 .

Video feature descriptor combining motion and appearance cues with length-invariant characteristics

Hichem Snoussi, Jie Chen, Yang Chen, 2018 .

Abnormal global and local event detection in compressive sensing domain

Hichem Snoussi, Jie Chen, Wenjia Zhang, 2018 .

An Overview of Outlier Detection Technique with Support Vector Machine Developed for Wireless Sensor Networks

Hichem Snoussi, M. Abid, Oussama Ghorbel, 2018 .

Adaptive covariance matrix for object region representation

Hichem Snoussi, Fahed Abdallah, Lei Qin, 2013, Other Conferences.

Distributed Bayesian fault diagnosis of jump Markov systems in wireless sensor networks

Hichem Snoussi, Cédric Richard, C. Richard, 2007, Int. J. Sens. Networks.

Human Action Recognition Based on Sub-data Learning

Hichem Snoussi, Yang Chen, Jiakun Li, 2017, CCCV.

Decentralized Variational Filtering for Target Tracking in Binary Sensor Networks

Hichem Snoussi, Cédric Richard, Jing Teng, 2010, IEEE Transactions on Mobile Computing.

Abnormal event detection using convolutional neural networks and 1-class SVM classifier

Hichem Snoussi, Mohamad Mazen Hittawe, Samir Bouindour, 2017, ICDP.

One class outlier detection method in wireless sensor networks: Comparative study

Mohamed Abid, Hichem Snoussi, Oussama Ghorbel, 2016, 2016 24th International Conference on Software, Telecommunications and Computer Networks (SoftCOM).

Localization in Mobile Sensor Networks

Hichem Snoussi, Paul Honeine, Farah Mourad, 2013 .

Optimal path selection for quantized target tracking in distributed sensor networks

Hichem Snoussi, Cédric Richard, Majdi Mansouri, 2011, 2011 7th International Wireless Communications and Mobile Computing Conference.

Exact Biobjective Optimization Methods for Camera Coverage Problem in Three-Dimensional Areas

Hichem Snoussi, Faicel Hnaien, Maher Rebai, 2016, IEEE Sensors Journal.

A multi-objective modeling of K-coverage problem under accuracy constraint

Hichem Snoussi, Faicel Hnaien, Matthieu Le Berre, 2013, 2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO).

A fast multi-scale covariance descriptor for object re-identification

Mohamed Abid, Hichem Snoussi, Walid Ayedi, 2012, Pattern Recognit. Lett..

Kernel Principal Subspace Based Outlier Detection Method in Wireless Sensor Networks

Mohamed Abid, Hichem Snoussi, Oussama Ghorbel, 2014, 2014 28th International Conference on Advanced Information Networking and Applications Workshops.

Hybrid probabilistic data association and variational filtering for multi-target tracking in wireless sensor networks

Hichem Snoussi, Yi Zhou, Jing Teng, 2009, 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Luminance and contrast ideal balancing based tone mapping algorithm

Hichem Snoussi, Mohamed Siala, Fatma Abdelkefi, 2015, SPIE Optical Engineering + Applications.

A Specific Heuristic Dedicated to a Coverage/Tracking Bi-objective Problem for Wireless Sensor Deployment

Hichem Snoussi, Faicel Hnaien, Maher Rebai, 2015, Wirel. Pers. Commun..

Towards Good Practices in Face Anti-Spoofing: An Image Reconstruction Based Method

Hichem Snoussi, Peng Shi, Jingjing Wang, 2019, 2019 Chinese Automation Congress (CAC).

Exploring a rich spatial-temporal dependent relational model for skeleton-based action recognition by bidirectional LSTM-CNN

Hichem Snoussi, Aichun Zhu, Tian Wang, 2020, Neurocomputing.

UAV-based Surveillance System: an Anomaly Detection Approach

Hichem Snoussi, Farouk Kamoun, Haifa Touati, 2020, 2020 IEEE Symposium on Computers and Communications (ISCC).

Internal Transfer Learning for Improving Performance in Human Action Recognition for Small Datasets

Hichem Snoussi, Jie Chen, Tian Wang, 2017, IEEE Access.

Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry

Hichem Snoussi, Jean-Yves Tourneret, Corinne Mailhes, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Multiple Cues Association for Multiple Object Tracking Based on Convolutional Neural Network

Hichem Snoussi, Abel Cherouat, Samir Bouindour, 2019, 2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE).

Hierarchical Attention Networks for Image Classification of Remote Sensing Images Based on Visual Q&A Methods

Hichem Snoussi, Mengyi Zhang, Aichun Zhu, 2019, 2019 Chinese Automation Congress (CAC).

Fragment-based variational visual tracking

Hichem Snoussi, Yi Zhou, Jing Teng, 2009, 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Variational methods for spectral unmixing of hyperspectral images

Hichem Snoussi, Jean-Yves Tourneret, Olivier Eches, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust detection and tracking pedestrian object for real time surveillance applications

Hichem Snoussi, Fouad Bousetouane, Lynda Dib, 2011, International Conference on Graphic and Image Processing.

SVM-based indoor localization in Wireless Sensor Networks

Hichem Snoussi, Haifa Touati, Amira Chriki, 2017, 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC).

Region Based Ensemble Learning Network for Fine-Grained Classification

Hichem Snoussi, Tian Wang, Mengyi Zhang, 2018, 2018 Chinese Automation Congress (CAC).

Learning in presence of input noise using the stochastic EM algorithm

Hichem Snoussi, Gilles Fleury, Ali Mohammad-Djafari, 2003 .

Detection of Abnormal Visual Events via Global Optical Flow Orientation Histogram

Hichem Snoussi, Tian Wang, H. Snoussi, 2014, IEEE Transactions on Information Forensics and Security.

Constrained State Estimation for Individual Localization in Wireless Body Sensor Networks

Yan Liang, Hichem Snoussi, Xiaoxue Feng, 2014, Sensors.

Multi-shot human re-identification using a fast multi-scale video covariance descriptor

Mohamed Abid, Hichem Snoussi, Walid Ayedi, 2017, Eng. Appl. Artif. Intell..

Stochastic Filtering with Networked Sensing

Hichem Snoussi, Hana Baili, 2009, 2009 IEEE 70th Vehicular Technology Conference Fall.

Abnormal Event Detection via Multikernel Learning for Distributed Camera Networks

Jie Chen, Hichem Snoussi, Paul Honeine, 2015, Int. J. Distributed Sens. Networks.

Real time Object Tracking based on Local Texture Feature with Correlation Filter

Hichem Snoussi, Yuan Dong, Tian Wang, 2016, 2016 IEEE International Conference on Digital Signal Processing (DSP).

Postural time-series analysis using Empirical Mode Decomposition and second-order difference plots

David J. Hewson, Jacques Duchêne, Hichem Snoussi, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Theoretical properties and implementation of the one-sided mean kernel for time series

Hichem Snoussi, Pierre Beauseroy, Edith Grall-Maës, 2015, Neurocomputing.

Deep learning and handcrafted features for one-class anomaly detection in UAV video

Hichem Snoussi, Farouk Kamoun, Haifa Touati, 2020, Multim. Tools Appl..

Fast joint separation and segmentation of mixed images

Hichem Snoussi, Ali Mohammad-Djafari, 2004, J. Electronic Imaging.

Anchor-Based Distributed Localization Inwireless Sensor Networks

Hichem Snoussi, Mehdi Essoloh, Cedric Richard, 2007, 2007 IEEE/SP 14th Workshop on Statistical Signal Processing.

A Game-Theoretic Multi-Level Energy Demand Management for Smart Buildings

Hichem Snoussi, Moez Esseghir, Leila Merghem-Boulahia, 2019, IEEE Transactions on Smart Grid.

Centralized Cognitive Radio Based Frequency Allocation for UAVs Communication

Hichem Snoussi, Farouk Kamoun, Haifa Touati, 2019, 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC).

LOCALIZATIONIN SENSOR NETWORKS- A MATRIX REGRESSIONAPPROACH

Hichem Snoussi, Paul Honeine, Cédric Richard, 2008 .

ThingsGame: when sending data rate depends on the data usefulness in IoT networks

Hichem Snoussi, Leïla Merghem, Moez Esseghir, 2018, 2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC).

Decentralized localization using radio-fingerprints and accelerometer in WSNs

Hichem Snoussi, Farah Mourad, Xiaowei Lv, 2015, IEEE Transactions on Aerospace and Electronic Systems.

An Endeavour to Detect Persons Using Stereo Cues

Hichem Snoussi, Ammar Bouallègue, Issam Jabri, 2013, IVIC.

Abnormal event detection based on deep autoencoder fusing optical flow

Hichem Snoussi, Jiakun Li, Tian Wang, 2017, 2017 36th Chinese Control Conference (CCC).

Model-Free Interval-Based Localization in Manets

Hichem Snoussi, Fahed Abdallah, Farah Mourad, 2009, 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop.

Two-streams Fully Convolutional Networks for Abnormal Event Detection in Videos

Hichem Snoussi, Mohamed Abid, Kais Loukil, 2020, ICAART.

A Novel Outlier Detection Model Based on One Class Principal Component Classifier in Wireless Sensor Networks

Mohamed Abid, Hichem Snoussi, Oussama Ghorbel, 2015, 2015 IEEE 29th International Conference on Advanced Information Networking and Applications.

Sensor deployment optimization methods to achieve both coverage and connectivity in wireless sensor networks

Hichem Snoussi, Lyes Khoukhi, Faicel Hnaien, 2015, Comput. Oper. Res..

Polar-Interval-Based Localization in Mobile Sensor Networks

Hichem Snoussi, Paul Honeine, Farah Mourad, 2013, IEEE Transactions on Aerospace and Electronic Systems.

Visual Human Tracking in Wireless Cameras Networks A SURF-Based Approach

Hichem Snoussi, Yi Zhou, Shibao Zheng, 2012 .

Interval-Based Localization using RSSI Comparison in MANETs

Hichem Snoussi, Cédric Richard, Farah Mourad, 2011, IEEE Transactions on Aerospace and Electronic Systems.

Hybrid deep learning and HOF for Anomaly Detection

Mohamed Abid, Hichem Snoussi, Kais Loukil, 2019, 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT).

A satellite image target detection model based on an improved single-stage target detection network

Hichem Snoussi, Yi Zhou, Tian Wang, 2019, 2019 Chinese Automation Congress (CAC).

Signal processing on graphs: Case of sampling in Paley-Wiener spaces

Hichem Snoussi, Valeria Borodin, Faicel Hnaien, 2018, Signal Process..

AED-Net: An Abnormal Event Detection Network pdf

Hichem Snoussi, Yuxin Chen, Yi Zhou, 2019, Engineering.

Articulated pose estimation via multiple mixture parts model

Hichem Snoussi, Aichun Zhu, Abel Cherouat, 2015, 2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).

Embedded Real-Time Video Processing System on FPGA

Hichem Snoussi, Mohamed Atri, Taoufik Saidani, 2012, ICISP.

A bi-objective model for wireless sensor deployment considering coverage and tracking applications

Hichem Snoussi, Faicel Hnaien, Maher Rebai, 2016, Int. J. Sens. Networks.

Unmanned Trolley Control Based on Kinect

Hichem Snoussi, Tian Wang, Ziyu Wang, 2018, 2018 Chinese Automation Congress (CAC).

Constrained Extended Kalman Filter for ultra-wideband radio based individual navigation

Yan Liang, Hichem Snoussi, Xiaoxue Feng, 2014, 17th International Conference on Information Fusion (FUSION).

The Temporal PET Camera: A New Concept With High Spatial and Timing Resolution for PET Imaging

Hichem Snoussi, Alain Iltis, 2015, J. Imaging.

A Branch and Bound Algorithm for the Critical Grid Coverage Problem in Wireless Sensor Networks

Hichem Snoussi, Lyes Khoukhi, Faicel Hnaien, 2014, Int. J. Distributed Sens. Networks.

UAV-GCS Centralized Data-Oriented Communication Architecture for Crowd Surveillance Applications

Hichem Snoussi, Farouk Kamoun, Haifa Touati, 2019, 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC).

Recurrence quantification analysis of sustained sub-maximal grip contractions in patients with various metabolic muscle disorders

David J. Hewson, Jacques Duchêne, Hichem Snoussi, 2011, Biomed. Signal Process. Control..

Human pose estimation with multiple mixture parts model based on upper body categories

Hichem Snoussi, Aichun Zhu, Tian Wang, 2015, J. Electronic Imaging.

Improved KPCA for outlier detection in Wireless Sensor Networks

Mohamed Abid, Hichem Snoussi, Oussama Ghorbel, 2014, 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Abnormal events detection using deep neural networks: application to extreme sea surface temperature detection in the Red Sea

Hichem Snoussi, Omar M. Knio, Mohamad Mazen Hittawe, 2019, J. Electronic Imaging.

Cascaded Generative and Discriminative Learning for Visual Tracking

Hichem Snoussi, Fahed Abdallah, Lei Qin, 2013, ICIAR.

Auto-Sorting System Toward Smart Factory Based on Deep Learning for Image Segmentation

Hichem Snoussi, Fei Tao, Yang Chen, 2018, IEEE Sensors Journal.

Theoretical study of an efficient bracketing camera system architecture

Hichem Snoussi, Mohamed Siala, Fatma Abdelkefi, 2014, Electronic Imaging.

A large scale and low cost solution for real-time indoor localisation based on wireless sensor network

Hichem Snoussi, Jacques Duchene, Abdelkader Miraoui, 2011, International Workshop on Systems, Signal Processing and their Applications, WOSSPA.

Interval-based localization using sensors mobility and fingerprints in decentralized sensor networks

Hichem Snoussi, Farah Mourad, Xiaowei Lv, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Accelerating temporal action proposal generation via high performance computing.

Hichem Snoussi, Tian Wang, Guangcun Shan, 2020 .

Data-driven prognostic method based on self-supervised learning approaches for fault detection

Hichem Snoussi, Yi Yang, Tian Wang, 2018, J. Intell. Manuf..

Distributed Regression in Sensor Networks with a Reduced-Order Kernel Model

Hichem Snoussi, Paul Honeine, Cédric Richard, 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

Quantized Variational Filtering for Bayesian Inference in Wireless Sensor Networks

Hichem Snoussi, Cedric Richard, Jing Teng, 2012 .

Bayesian blind separation of generalized hyperbolic processes in noisy and underdeterminate mixtures

Hichem Snoussi, Jérôme Idier, J. Idier, 2006, IEEE Transactions on Signal Processing.

Anchor-Based Localization via Interval Analysis for Mobile Ad-Hoc Sensor Networks

Hichem Snoussi, Cédric Richard, Fahed Abdallah, 2009, IEEE Transactions on Signal Processing.

Coverage Optimization using Multiple Unmanned Aerial Vehicles with Connectivity Constraint

Hichem Snoussi, Khaled Ghédira, Fethi Mguis, 2019, 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC).

A Robust Localization Algorithm for Mobile Sensors Using Belief Functions

Hichem Snoussi, Cédric Richard, Fahed Abdallah, 2011, IEEE Transactions on Vehicular Technology.

Grid features based visual tracking

Hichem Snoussi, Shibao Zheng, Yi Zhou, 2011, 2011 IEEE International Conference on Computer Science and Automation Engineering.

Neural Style Transfer for Picture with Gradient Gram Matrix Description

Hichem Snoussi, Yan Wang, Tian Wang, 2020, 2020 39th Chinese Control Conference (CCC).

Kernel-based localization using fingerprinting in wireless sensor networks

Joumana Farah, Hichem Snoussi, Paul Honeine, 2013, 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

The multi-scale covariance descriptor: Performances analysis in human detection

Mohamed Abid, Hichem Snoussi, Walid Ayedi, 2012, 2012 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BIOMS) Proceedings.

Intrinsic Mode Entropy for Nonlinear Discriminant Analysis

David J. Hewson, Jacques Duchêne, Hichem Snoussi, 2007, IEEE Signal Processing Letters.

Abnormal event detection via the analysis of multi-frame optical flow information

Hichem Snoussi, Meina Qiao, Aichun Zhu, 2019, Frontiers of Computer Science.

Human Action prediction based on skeleton data

Hichem Snoussi, Tian Wang, Huai-Ning Wu, 2020, 2020 39th Chinese Control Conference (CCC).

Prediction-based cluster management for target tracking in wireless sensor networks

Hichem Snoussi, Cédric Richard, Jing Teng, 2012, Wirel. Commun. Mob. Comput..

Non-Parametric and Semi-Parametric RSSI/Distance Modeling for Target Tracking in Wireless Sensor Networks

Joumana Farah, Hichem Snoussi, Paul Honeine, 2016, IEEE Sensors Journal.

A fast and robust convolutional neural network-based defect detection model in product quality control

Hichem Snoussi, Yang Chen, Tian Wang, 2017, The International Journal of Advanced Manufacturing Technology.

Fingerprinting-based localization using accelerometer information in wireless sensor networks

Hichem Snoussi, Farah Mourad, Xiaowei Lv, 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

Few-sample Multi-organ Abdominal Image Segmentation with Mean Teacher Model

Hichem Snoussi, Tian Wang, Mengyi Zhang, 2020, 2020 39th Chinese Control Conference (CCC).

Detection of Abnormal Event in Complex Situations Using Strong Classifier Based on BP Adaboost

Hichem Snoussi, Ce Li, Meina Qiao, 2016, ICIC.

Variational Filtering algorithm for interdependent target tracking and sensor localization in wireless sensor network

Hichem Snoussi, Cédric Richard, Jing Teng, 2008, 2008 16th European Signal Processing Conference.

Controlled Mobility Sensor Networks for Target Tracking Using Ant Colony Optimization

Hichem Snoussi, Cédric Richard, Lionel Amodeo, 2012, IEEE Transactions on Mobile Computing.

Indoor localization using polar intervals in wireless sensor networks

Hichem Snoussi, Paul Honeine, Farah Mourad, 2012, 2012 19th International Conference on Telecommunications (ICT).

A Decentralized Approach for Nonlinear Prediction of Time Series Data in Sensor Networks

Jie Chen, Hichem Snoussi, Paul Honeine, 2010, EURASIP J. Wirel. Commun. Netw..

Target Tracking Using Machine Learning and Kalman Filter in Wireless Sensor Networks

Joumana Farah, Hichem Snoussi, Paul Honeine, 2014, IEEE Sensors Journal.

The geometry of prior selection

Hichem Snoussi, 2005, Neurocomputing.

Two Stream Neural Networks with Traditional CNN and Gabor CNN for Object Classification

Hichem Snoussi, Ming Gao, Jiakun Li, 2018, 2018 37th Chinese Control Conference (CCC).

Cognitive Radio and Dynamic TDMA for efficient UAVs swarm communications

Hichem Snoussi, Farouk Kamoun, Haifa Touati, 2021, Comput. Networks.

End-to-End Deep One-Class Learning for Anomaly Detection in UAV Video Stream

Hichem Snoussi, Slim Hamdi, Samir Bouindour, 2021, J. Imaging.

CACrowdGAN: Cascaded Attentional Generative Adversarial Network for Crowd Counting

Hichem Snoussi, Gang Hua, Aichun Zhu, 2021, IEEE Transactions on Intelligent Transportation Systems.

An IoT-based deep learning approach to analyse indoor thermal comfort of disabled people

Hichem Snoussi, Moez Esseghir, Leila Merghem-Boulahia, 2021 .

Digital twin for human-machine interaction with convolutional neural network

Hichem Snoussi, Fei Tao, Yingjun Deng, 2021, Int. J. Comput. Integr. Manuf..

FT-MDnet: A Deep-Frozen Transfer Learning Framework for Person Search

Hichem Snoussi, Abel Cherouat, Tian Wang, 2021, IEEE Transactions on Information Forensics and Security.

CDADNet: Context-guided dense attentional dilated network for crowd counting

Hichem Snoussi, Gang Hua, Aichun Zhu, 2021, Signal Process. Image Commun..

Monte Carlo Tracking on the Riemannian Manifold of Multivariate Normal Distributions

Hichem Snoussi, Cedric Richard, 2009, 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop.

Bayesian space-frequency separation of wide-band sound sources by a hierarchical approach.

Jérôme Antoni, Hichem Snoussi, Erliang Zhang, 2012, The Journal of the Acoustical Society of America.

Reconstructed Phase Spaces of Intrinsic Mode Functions. Application to Postural Stability Analysis

David J. Hewson, Jacques Duchêne, Hichem Snoussi, 2006, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society.

Machine Learning Approaches for Thermoelectric Materials Research

Hichem Snoussi, Cheng Zhang, Tian Wang, 2019, Advanced Functional Materials.

Bayesian source separation with mixture of Gaussians prior for sources and Gaussian prior for mixture coefficients

Hichem Snoussi, Ali Mohammad-Djafari, 2001 .

An enhanced empirical modal decomposition without sifting

Hichem Snoussi, Jacques Duchene, Nourddine Azzaoui, 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing.

Penalized maximum likelihood for multivariate Gaussian mixture

Hichem Snoussi, Ali Mohammad-Djafari, A. Mohammad-Djafari, 2002 .

Temporal Imaging CeBr3 Compton Camera: A New Concept for Nuclear Decommissioning and Nuclear Waste Management

Hichem Snoussi, Christian Morel, Alain Iltis, 2018 .

FAST MCMC SPECTRAL MATCHING SEPARATION IN NOISY GAUSSIAN MIXTURES

Hichem Snoussi, 2006 .

Classification of elderly as fallers and non-fallers using Centre of Pressure velocity

David J. Hewson, Hichem Snoussi, Jacques Duchene, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Particle Filtering on Riemannian Manifolds

Hichem Snoussi, Ali Mohammad-Djafari, 2006 .

ROBUST APPROACH FOR BLIND SOURCE SEPARATION IN NON-GAUSSIAN NOISE ENVIRONMENTS

Hichem Snoussi, Mohamed Sahmoudi, Moeness G. Amin, 2006 .