Hichem Snoussi

According to our database, Hichem Snoussi authored at least 177 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Multihead Attention Self-Supervised Representation Model for Industrial Sensors Anomaly Detection.

Yiqun Qiao, Jinhu Lü, Tian Wang, Kexin Liu, Baochang Zhang, Hichem Snoussi

IEEE Trans. Ind. Informatics, February, 2024

Target-Driven Visual Navigation by Using Causal Intervention.

Xinzhou Zhao, Tian Wang, Yanjing Li, Baochang Zhang, Kexin Liu, Deyuan Liu, Chuanyun Wang, Hichem Snoussi

IEEE Trans. Intell. Veh., January, 2024

Distillation-based fabric anomaly detection.

Simon Thomine, Hichem Snoussi

CoRR, 2024

CSE: Surface Anomaly Detection with Contrastively Selected Embedding.

Simon Thomine, Hichem Snoussi

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Path Planning in UAV-Assisted Wireless Networks: A Comprehensive Survey and Open Research Issues.

Henda Hnaien, Ahmed Aboud, Haifa Touati, Hichem Snoussi

Proceedings of the Advanced Information Networking and Applications, 2024

2023

Synchronous Spatiotemporal Graph Transformer: A New Framework for Traffic Data Prediction.

Tian Wang, Jiahui Chen, Jinhu Lü, Kexin Liu, Aichun Zhu, Hichem Snoussi, Baochang Zhang

IEEE Trans. Neural Networks Learn. Syst., December, 2023

TASTA: Text-Assisted Spatial and Temporal Attention Network for Video Question Answering.

Tian Wang, Boyao Hou, Jiakun Li, Peng Shi, Baochang Zhang, Hichem Snoussi

Adv. Intell. Syst., April, 2023

MixedTeacher: Knowledge Distillation for Fast Inference Textural Anomaly Detection.

Simon Thomine, Hichem Snoussi, Mahmoud Soua

Proceedings of the 18th International Joint Conference on Computer Vision, 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

Proceedings of the IEEE International Conference on Image Processing, 2023

Vision-based Explainable Action Recognition Model for Polluted Soil Tracking.

Edern Viannay, Benitha Vasseur, Hichem Snoussi, Dominique Poux

Proceedings of the International Conference on Control, Automation and Diagnosis, 2023

FABLE : Fabric Anomaly Detection Automation Process.

Simon Thomine, Hichem Snoussi, Mahmoud Soua

Proceedings of the International Conference on Control, Automation and Diagnosis, 2023

Predictive maintenance planning for railway systems.

Malak Saiem, Valeria Borodin, Faicel Hnaien, Hichem Snoussi

Proceedings of the 7th IEEE Congress on Information Science and Technology, 2023

2022

CACrowdGAN: Cascaded Attentional Generative Adversarial Network for Crowd Counting.

Aichun Zhu, Zhe Zheng, Yaoying Huang, Tian Wang, Jing Jin, Fangqiang Hu, Gang Hua, Hichem Snoussi

IEEE Trans. Intell. Transp. Syst., 2022

Adaptive Optimization Method in Digital Twin Conveyor Systems via Range-Inspection Control.

Tian Wang, Jiaxiang Cheng, Yi Yang, Christian Esposito, Hichem Snoussi, Fei Tao

IEEE Trans Autom. Sci. Eng., 2022

ResLNet: deep residual LSTM network with longer input for action recognition.

Tian Wang, Jiakun Li, Huai-Ning Wu, Ce Li, Hichem Snoussi, Yang Wu

Frontiers Comput. Sci., 2022

Accelerating temporal action proposal generation via high performance computing.

Tian Wang, Shiye Lei, Youyou Jiang, Chang Choi, Hichem Snoussi, Guangcun Shan, Yao Fu

Frontiers Comput. Sci., 2022

A Malleable Boundary Network for temporal action detection.

Tian Wang, Boyao Hou, Zexian Li, Zhe Li, Lei Huang, Baochang Zhang, Hichem Snoussi

Comput. Electr. Eng., 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

Proceedings of the IEEE International Smart Cities Conference, 2022

Bi-level Doubly Variational Learning for Energy-based Latent Variable Models.

Ge Kan, Jinhu Lü, Tian Wang, Baochang Zhang, Aichun Zhu, Lei Huang, Guodong Guo, Hichem Snoussi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Online Detection of Action Start via Soft Computing for Smart City.

Tian Wang, Yang Chen, Hongqiang Lv, Jing Teng, Hichem Snoussi, Fei Tao

IEEE Trans. Ind. Informatics, 2021

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

Ronghua Hu, Tian Wang, Yi Zhou, Hichem Snoussi, Abel Cherouat

IEEE Trans. Inf. Forensics Secur., 2021

RecapNet: Action Proposal Generation Mimicking Human Cognitive Process.

Tian Wang, Yang Chen, Zhiwei Lin, Aichun Zhu, Yong Li, Hichem Snoussi, Hui Wang

IEEE Trans. Cybern., 2021

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

Aichun Zhu, Guoxiu Duan, Xiaomei Zhu, Lu Zhao, Yaoying Huang, Gang Hua, Hichem Snoussi

Signal Process. Image Commun., 2021

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

Qianyu Wu, Aichun Zhu, Ran Cui, Tian Wang, Fangqiang Hu, Yaping Bao, Hichem Snoussi

Signal Process. Image Commun., 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

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

Slim Hamdi, Samir Bouindour, Hichem Snoussi, Tian Wang, Mohamed Abid

J. Imaging, 2021

Digital twin for human-machine interaction with convolutional neural network.

Tian Wang, Jiakun Li, Yingjun Deng, Chuang Wang, Hichem Snoussi, Fei Tao

Int. J. Comput. Integr. Manuf., 2021

An enhanced 3DCNN-ConvLSTM for spatiotemporal multimedia data analysis.

Tian Wang, Jiakun Li, Mengyi Zhang, Aichun Zhu, Hichem Snoussi, Chang Choi

Concurr. Comput. Pract. Exp., 2021

Cognitive Radio and Dynamic TDMA for efficient UAVs swarm communications.

Haifa Touati, Amira Chriki, Hichem Snoussi, Farouk Kamoun

Comput. Networks, 2021

G2D: Generate to Detect Anomaly.

Masoud PourReza, Bahram Mohammadi, Mostafa Khaki, Samir Bouindour, Hichem Snoussi, Mohammad Sabokrou

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020

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

Tian Wang, Meina Qiao, Mengyi Zhang, Yi Yang, Hichem Snoussi

J. Intell. Manuf., 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

Learned versus Handcrafted Features for Person Re-identification.

C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika

Int. J. Pattern Recognit. Artif. Intell., 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, Wenlong Hang, Gang Hua, Hichem Snoussi

Neurocomputing, 2020

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

Tian Wang, Meina Qiao, Aichun Zhu, Guangcun Shan, Hichem Snoussi

Frontiers Comput. Sci., 2020

Fine-Tuning a Pre-trained CAE for Deep One Class Anomaly Detection in Video Footage.

Slim Hamdi, Hichem Snoussi, Mohamed Abid

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

UAV-based Surveillance System: an Anomaly Detection Approach.

Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun

Proceedings of the IEEE Symposium on Computers and Communications, 2020

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

Slim Hamdi, Samir Bouindour, Kais Loukil, Hichem Snoussi, Mohamed Abid

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

2019

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

Yi Zhou, Tian Wang, Ronghua Hu, Hang Su, Yi Liu, Xiaoming Liu, Jidong Suo, Hichem Snoussi

IEEE Trans. Signal Process., 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

Generative Neural Networks for Anomaly Detection in Crowded Scenes.

Tian Wang, Meina Qiao, Zhiwei Lin, Ce Li, Hichem Snoussi, Zhe Liu, Chang Choi

IEEE Trans. Inf. Forensics Secur., 2019

A reinforcement learning approach for UAV target searching and tracking.

Tian Wang, Ruoxi Qin, Yang Chen, Hichem Snoussi, Chang Choi

Multim. Tools Appl., 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

Improving temporal action proposal generation by using high performance computing.

Tian Wang, Shiye Lei, Youyou Jiang, Zihang Deng, Xin Su, Hichem Snoussi, Chang Choi

CoRR, 2019

AED-Net: An Abnormal Event Detection Network.

Tian Wang, Zichen Miao, Yuxin Chen, Yi Zhou, Guangcun Shan, Hichem Snoussi

CoRR, 2019

Region based Ensemble Learning Network for Fine-grained Classification.

Weikuang Li, Tian Wang, Chuanyun Wang, Guangcun Shan, Mengyi Zhang, Hichem Snoussi

CoRR, 2019

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

Yinghong Fang, Guangcun Shan, Xin Li, Wenliang Liu, Tian Wang, Hichem Snoussi

CoRR, 2019

FANET: Communication, mobility models and security issues.

Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun

Comput. Networks, 2019

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

Chuang Wang, Jiakun Li, Tian Wang, Peng Shi, Hichem Snoussi, Xin Su

Proceedings of the Conference on Research in Adaptive and Convergent Systems, 2019

Coverage Optimization using Multiple Unmanned Aerial Vehicles with Connectivity Constraint.

Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghédira

Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

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

Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun

Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

Centralized Cognitive Radio Based Frequency Allocation for UAVs Communication.

Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun

Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

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

Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi

Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

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

Souad BelMannoubi, Haifa Touati, Hichem Snoussi

Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

A Novel Approach for Anomaly Detection in Power Consumption Data.

C. Chahla, Hichem Snoussi, Leïla Merghem, Moez Esseghir

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Hybrid deep learning and HOF for Anomaly Detection.

Slim Hamdi, Samir Bouindour, Kais Loukil, Hichem Snoussi, Mohamed Abid

Proceedings of the 6th International Conference on Control, 2019

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

Ronghua Hu, Samir Bouindour, Hichem Snoussi, Abel Cherouat, Charbel Chahla

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2019

Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams.

Samir Bouindour, Ronghua Hu, Hichem Snoussi

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2019

2018

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

Valeria Borodin, Hichem Snoussi, Faicel Hnaien, Nacima Labadie

Signal Process., 2018

Abnormal event detection via covariance matrix for optical flow based feature.

Tian Wang, Meina Qiao, Aichun Zhu, Yida Niu, Ce Li, Hichem Snoussi

Multim. Tools Appl., 2018

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

Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi

Proceedings of the 27th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2018

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

Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi

Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Indoor Thermal Comfort Collection of People with Physical Disabilities.

Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi

Proceedings of the 2018 International Symposium on Networks, Computers and Communications, 2018

Solving the Total Coverage Problem using a Multiple Mobile Sensor Network.

Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghédira

Proceedings of the 30th International Conference on Microelectronics, 2018

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

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

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

Tian Wang, Yang Chen, Mengyi Zhang, Jie Chen, Hichem Snoussi

IEEE Access, 2017

SVM-based indoor localization in Wireless Sensor Networks.

Amira Chriki, Haifa Touati, Hichem Snoussi

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

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

Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi

Proceedings of the International Conference on Internet of Things, 2017

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

Samir Bouindour, Mohamad Mazen Hittawe, Sandy Mahfouz, Hichem Snoussi

Proceedings of the 8th International Conference on Imaging for Crime Detection and Prevention, 2017

Human Action Recognition Based on Sub-data Learning.

Yang Chen, Tian Wang, Jiakun Li, Xiaowei Lv, Hichem Snoussi

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

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

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

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

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

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

Oussama Ghorbel, Abdulfattah Mohammad Obeid, Mohamed Abid, Hichem Snoussi

Proceedings of the 24th International Conference on Software, 2016

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

Yuqi Zhang, Tian Wang, Meina Qiao, Aichun Zhu, Ce Li, Hichem Snoussi

Proceedings of the Intelligent Computing Theories and Application, 2016

Cooperative target searching and tracking via UCT with probability distribution model.

Ruoxi Qin, Tian Wang, Haotian Jiang, Qianhong Yan, Weikang Wang, Hichem Snoussi

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

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

Meina Qiao, Tian Wang, Yuan Dong, Jingang Shi, Jing Teng, Hichem Snoussi

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Exploiting color cues to improve person re-identification.

Charbel Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika

Proceedings of the 7th International Conference on Imaging for Crime Detection and Prevention, 2016

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

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

Decentralized localization using radio-fingerprints and accelerometer in WSNs.

Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi

IEEE Trans. Aerosp. Electron. Syst., 2015

Detection of Abnormal Events via Optical Flow Feature Analysis.

Tian Wang, Hichem Snoussi

Sensors, 2015

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

Alain Iltis, Hichem Snoussi

J. Imaging, 2015

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

Aichun Zhu, Hichem Snoussi, Tian Wang, Abel Cherouat

J. Electronic Imaging, 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

Abnormal Event Detection via Multikernel Learning for Distributed Camera Networks.

Tian Wang, Jie Chen, Paul Honeine, Hichem Snoussi

Int. J. Distributed Sens. Networks, 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

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

Oussama Ghorbel, Mohamed Wassim Jmal, Mohamed Abid, Hichem Snoussi

Proceedings of the Wired/Wireless Internet Communications - 13th International Conference, 2015

A spatio-temporal covariance descriptor for person re-identification.

Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi

Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Joint Abnormal Blob Detection and Localization Under Complex Scenes.

Tian Wang, Keyu Lai, Ce Li, Hichem Snoussi

Proceedings of the Intelligent Computing Theories and Methodologies, 2015

Articulated pose estimation via multiple mixture parts model.

Aichun Zhu, Hichem Snoussi, Abel Cherouat

Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

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

Oussama Ghorbel, Mohamed Abid, Hichem Snoussi

Proceedings of the 29th IEEE International Conference on Advanced Information Networking and Applications, 2015

2014

Detection of Abnormal Visual Events via Global Optical Flow Orientation Histogram.

Tian Wang, Hichem Snoussi

IEEE Trans. Inf. Forensics Secur., 2014

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

Lei Qin, Hichem Snoussi, Fahed Abdallah

Sensors, 2014

Constrained State Estimation for Individual Localization in Wireless Body Sensor Networks.

Xiaoxue Feng, Hichem Snoussi, Yan Liang, Lianmeng Jiao

Sensors, 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

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

Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

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

Xiaoxue Feng, Hichem Snoussi, Yan Liang

Proceedings of the 17th International Conference on Information Fusion, 2014

Articulated human motion tracking with foreground learning.

Aichun Zhu, Hichem Snoussi, Abel Cherouat

Proceedings of the 22nd European Signal Processing Conference, 2014

Online learning partial least squares regression model for univariate response data.

Lei Qin, Hichem Snoussi, Fahed Abdallah

Proceedings of the 22nd European Signal Processing Conference, 2014

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

Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi

Proceedings of the 22nd European Signal Processing Conference, 2014

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

Nicolas Chrysanthos, Pierre Beauseroy, Hichem Snoussi, Edith Grall-Maës, Fabrice Ferrand

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Theoretical study of an efficient bracketing camera system architecture.

Amine Besrour, Hichem Snoussi, Mohamed Siala, Fatma Abdelkefi

Proceedings of the Image Sensors and Imaging Systems 2014, 2014

Improved KPCA for outlier detection in Wireless Sensor Networks.

Oussama Ghorbel, Mohamed Abid, Hichem Snoussi

Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

Kernel Principal Subspace Based Outlier Detection Method in Wireless Sensor Networks.

Oussama Ghorbel, Mohamed Abid, Hichem Snoussi

Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014

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

Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

2013

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

Fouad Bousetouane, Lynda Dib, Hichem Snoussi

Vis. Comput., 2013

Polar-Interval-Based Localization in Mobile Sensor Networks.

Farah Mourad, Paul Honeine, Hichem Snoussi

IEEE Trans. Aerosp. Electron. Syst., 2013

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

Tian Wang, Jie Chen, Yi Zhou, Hichem Snoussi

Sensors, 2013

Online Detection of Abnormal Events in Video Streams.

Tian Wang, Jie Chen, Hichem Snoussi

J. Electr. Comput. Eng., 2013

Kernel-based localization using fingerprinting in wireless sensor networks.

Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Hichem Snoussi, Joumana Farah

Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

An Endeavour to Detect Persons Using Stereo Cues.

Rim Trabelsi, Fethi Smach, Issam Jabri, Fatma Abdelkefi, Hichem Snoussi, Ammar Bouallegue

Proceedings of the Advances in Visual Informatics, 2013

Cascaded Generative and Discriminative Learning for Visual Tracking.

Lei Qin, Hichem Snoussi, Fahed Abdallah

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Adaptive covariance matrix for object region representation.

Lei Qin, Hichem Snoussi, Fahed Abdallah

Proceedings of the Fifth International Conference on Digital Image Processing, 2013

Learning General Gaussian Kernel Hyperparameters for SVR.

Fahed Abdallah, Hichem Snoussi, Hicham Laanaya, Régis Lengellé

Proceedings of the Geometric Science of Information - First International Conference, 2013

Fingerprinting-based localization using accelerometer information in wireless sensor networks.

Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi

Proceedings of the 2013 IEEE Global Communications Conference, 2013

Decentralized localization using fingerprinting and kernel methods inwireless sensor networks.

Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi

Proceedings of the 21st European Signal Processing Conference, 2013

An overview of outlier detection technique developed for wireless sensor networks.

Oussama Ghorbel, Mohamed Wassim Jmal, Walid Ayedi, Hichem Snoussi, Mohamed Abid

Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

2012

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

Jing Teng, Hichem Snoussi, Cédric Richard

Wirel. Commun. 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

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

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

Walid Ayedi, Hichem Snoussi, Mohamed Abid

Pattern Recognit. Lett., 2012

Robust Interval-Based Localization Algorithms for Mobile Sensor Networks.

Farah Mourad, Hichem Snoussi, Michel Kieffer, Cédric Richard

Int. J. Distributed Sens. Networks, 2012

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

Babiga Birregah, Tony Top, Charles Perez, Eric Châtelet, Nada Matta, Marc Lemercier, Hichem Snoussi

Proceedings of the 21st IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2012

Indoor localization using polar intervals in wireless sensor networks.

Farah Mourad, Paul Honeine, Hichem Snoussi

Proceedings of the 19th International Conference on Telecommunications, 2012

Embedded Real-Time Video Processing System on FPGA.

Yahia Said, Taoufik Saidani, Fethi Smach, Mohamed Atri, Hichem Snoussi

Proceedings of the Image and Signal Processing - 5th International Conference, 2012

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

Walid Ayedi, Hichem Snoussi, Fethi Smach, Mohamed Abid

Proceedings of the IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, 2012

Histograms of Optical Flow Orientation for Visual Abnormal Events Detection.

Tian Wang, Hichem Snoussi

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011

Adaptive quantized target tracking in wireless sensor networks.

Majdi Mansouri, Ilham Ouachani, Hichem Snoussi, Cédric Richard

Wirel. Networks, 2011

A Robust Localization Algorithm for Mobile Sensors Using Belief Functions.

Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard

IEEE Trans. Veh. Technol., 2011

Interval-Based Localization using RSSI Comparison in MANETs.

Farah Mourad, Hichem Snoussi, Cédric Richard

IEEE Trans. Aerosp. Electron. Syst., 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

Collaborative multi-target tracking in wireless sensor networks.

Jing Teng, Hichem Snoussi, Cédric Richard

Int. J. Syst. Sci., 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

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

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

Ke Li, David J. Hewson, Hichem Snoussi, Jacques Duchêne, Jean-Yves Hogrel

Biomed. Signal Process. Control., 2011

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

Farah Mourad, Hichem Snoussi, Cédric Richard

Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

Optimal path selection for quantized target tracking in distributed sensor networks.

Majdi Mansouri, Hichem Snoussi, Cédric Richard

Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

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

Majdi Mansouri, Lyes Khoukhi, Hichem Snoussi, Cédric Richard

Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

Variational methods for spectral unmixing of hyperspectral images.

Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret, Hichem Snoussi

Proceedings of the IEEE International Conference on Acoustics, 2011

Building Regionally Spatial Appearance Model by Topological Color Histogram.

Yi Zhou, Shibao Zheng, Hichem Snoussi

Proceedings of the 14th IEEE International Conference on Computational Science and Engineering, 2011

2010

Decentralized Variational Filtering for Target Tracking in Binary Sensor Networks.

Jing Teng, Hichem Snoussi, Cédric Richard

IEEE Trans. Mob. Comput., 2010

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

Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Jie Chen, Hichem Snoussi

EURASIP J. Wirel. Commun. Netw., 2010

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

Majdi Mansouri, Hichem Snoussi, Cédric Richard

Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Joint Multiple Target Tracking and Channel Estimation in Wireless Sensor Networks.

Majdi Mansouri, Hichem Snoussi, Cédric Richard

Proceedings of the Global Communications Conference, 2010

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

Stochastic Filtering with Networked Sensing.

Hana Baili, Hichem Snoussi

Proceedings of the 70th IEEE Vehicular Technology Conference, 2009

Empirical Mode Decomposition for vectorial bi-dimensional signals.

Nourddine Azzaoui, Abdelkader Miraoui, Hichem Snoussi, Jacques Duchêne

Proceedings of the 2009 International Workshop on Multidimensional (nD) Systems, 2009

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

Jing Teng, Hichem Snoussi, Cédric Richard

Proceedings of the IEEE International Conference on Acoustics, 2009

Data-driven online variational filtering in wireless sensor networks.

Hichem Snoussi, Jean-Yves Tourneret, Petar M. Djuric, Cédric Richard

Proceedings of the IEEE International Conference on Acoustics, 2009

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

Ram Bilas Pachori, David J. Hewson, Hichem Snoussi, Jacques Duchêne

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the IEEE International Conference on Acoustics, 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, Hichem Snoussi, David J. Hewson, Jacques Duchêne

Proceedings of the Biomedical Engineering Systems and Technologies, 2009

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

Neeraj Kumar Singh, Hichem Snoussi, David J. Hewson, Jacques Duchêne

Proceedings of the BIOSIGNALS 2009, 2009

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

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

Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

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

Paul Honeine, Mehdi Essoloh, Cédric Richard, Hichem Snoussi

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

GMRES Interference Canceller for MIMO Relay Network.

Abderrazek Abdaoui, Marion Berbineau, Hichem Snoussi

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

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

Jing Teng, Hichem Snoussi, Cédric Richard

Proceedings of the 2008 16th European Signal Processing Conference, 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

Proceedings of the 2008 16th European Signal Processing Conference, 2008

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

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007

Estimation of Structured Gaussian Mixtures: The Inverse EM Algorithm.

Hichem Snoussi, Ali Mohammad-Djafari

IEEE Trans. Signal Process., 2007

Intrinsic Mode Entropy for Nonlinear Discriminant Analysis.

Hassan Amoud, Hichem Snoussi, David J. Hewson, Michel Doussot, Jacques Duchêne

IEEE Signal Process. Lett., 2007

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

Hichem Snoussi, Cédric Richard

Int. J. Sens. Networks, 2007

Information-theoretic node scheduling in collaborative sensor networks.

Hichem Snoussi, Cédric Richard

Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

2006

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

Hichem Snoussi, Jérôme Idier

IEEE Trans. Signal Process., 2006

Distributed Bayesian Fault diagnosis in Collaborative Wireless Sensor Networks.

Hichem Snoussi, Cédric Richard

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

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

Hichem Snoussi, Hassan Amoud, Michel Doussot, David J. Hewson, Jacques Duchêne

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

The geometry of prior selection.

Hichem Snoussi

Neurocomputing, 2005

Information-theoretic approach to joint separation and segmentation of images.

Hichem Snoussi

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

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

Hichem Snoussi, Jérôme Idier

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior.

Hichem Snoussi, Ali Mohammad-Djafari

J. VLSI Signal Process., 2004

Fast joint separation and segmentation of mixed images.

Hichem Snoussi, Ali Mohammad-Djafari

J. Electronic Imaging, 2004

2002

MCMC joint separation and segmentation of hidden Markov fields.

Hichem Snoussi, Ali Mohammad-Djafari

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

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

Jean-François Cardoso, Hichem Snoussi, Jacques Delabrouille

Proceedings of the 11th European Signal Processing Conference, 2002