Hichem Snoussi

272
Documents

Présentation

Publications

108
28
27
18
15
15
10
8
7
5
5
4
3
3
3
2
2
1
1
1
1
1
1
1
1
1
29
21
9
8
8
8
6
5
5
4
4
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
6
5
4
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
13
6
14
15
26
17
11
15
14
14
14
16
26
12
26
10
9
4
1
2
2
3
2
1
1
1
227
31
9
4
3
2

Publications

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

Yiqun Qiao , Jinhu Lü , Tian Wang , Kexin Liu , Baochang Zhang et al.
IEEE Transactions on Industrial Informatics, 2024, 20 (2), pp.2190-2199. ⟨10.1109/TII.2023.3280337⟩
Article dans une revue hal-04429273 v1

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

Tian Wang , Boyao Hou , Jiakun Li , Peng Shi , Baochang Zhang et al.
Advanced Intelligent Systems, 2023, 5 (4), ⟨10.1002/aisy.202200131⟩
Article dans une revue hal-04437553 v1

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

Tian Wang , Jiahui Chen , Jinhu Lü , Kexin Liu , Aichun Zhu et al.
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34 (12), pp.10589-10599. ⟨10.1109/TNNLS.2022.3169488⟩
Article dans une revue hal-04453714 v1

Crysformer: An attention-based graph neural network for properties prediction of crystals

Tian 田 Wang 王 , Jiahui 家辉 Chen 陈 , Jing 婧 Teng 滕 , Jingang 金钢 Shi 史 , Xinhua 新华 Zeng 曾 et al.
Chinese Physics B, 2023, 32 (9), pp.090703. ⟨10.1088/1674-1056/ace247⟩
Article dans une revue hal-04429614 v1

Target-Driven Visual Navigation by Using Causal Intervention

Xinzhou Zhao , Tian Wang , Yanjing Li , Baochang Zhang , Kexin Liu et al.
IEEE Transactions on Intelligent Vehicles, 2023, pp.1-10. ⟨10.1109/TIV.2023.3288810⟩
Article dans une revue hal-04431894 v1

Detection-driven 3D masking for efficient object grasping

Lulu Li , Abel Cherouat , Hichem Snoussi , Ronghua Hu , Tian Wang
International Journal of Advanced Manufacturing Technology, 2023, 129 (9-10), pp.4695-4703. ⟨10.1007/s00170-023-12574-9⟩
Article dans une revue hal-04429670 v1
Image document

Distillation-based fabric anomaly detection

Simon Thomine , Hichem Snoussi
Textile Research Journal, 2023, ⟨10.1177/00405175231206820⟩
Article dans une revue hal-04372602 v1

A Malleable Boundary Network for temporal action detection

Tian Wang , Boyao Hou , Zexian Li , Zhe Li , Lei Huang et al.
Computers and Electrical Engineering, 2022, 103 (1), pp.108250. ⟨10.1016/j.compeleceng.2022.108250⟩
Article dans une revue hal-04447402 v1

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

Tian Wang , Jiakun Li , Huai-Ning Wu , Ce Li , Yang Wu et al.
Frontiers of Computer Science, 2022, 16 (6), pp.166334. ⟨10.1007/s11704-021-0236-9⟩
Article dans une revue hal-04453693 v1

Surrogate Model via Artificial Intelligence Method for Accelerating Screening Materials and Performance Prediction

Tian Wang , Mingqi Shao , Rong Guo , Fei Tao , Gang Zhang et al.
Advanced Functional Materials, 2021, 31 (8), pp.2006245. ⟨10.1002/adfm.202006245⟩
Article dans une revue hal-03320764 v1

Accelerating temporal action proposal generation via high performance computing

Tian Wang , Shiye Lei , Youyou Jiang , Choi Chang , Hichem Snoussi et al.
Frontiers of Computer Science, 2021, 16, pp.164317. ⟨10.1007/s11704-021-0173-7⟩
Article dans une revue hal-03320627 v1

CACrowdGAN: Cascaded Attentional Generative Adversarial Network for Crowd Counting

Aichun Zhu , Zhe Zheng , Yaoying Huang , Tian Wang , Jing Jin et al.
IEEE Transactions on Intelligent Transportation Systems, 2021, 23 (7), pp.8090 - 8102. ⟨10.1109/TITS.2021.3075859⟩
Article dans une revue hal-03320638 v1

Digital twin for human-machine interaction with convolutional neural network

Tian Wang , Jiakun Li , Yingjun Deng , Chuang Wang , Hichem Snoussi et al.
International Journal of Computer Integrated Manufacturing, 2021, 34 (7-8), pp.888-897. ⟨10.1080/0951192X.2021.1925966⟩
Article dans une revue hal-03320655 v1

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

Amira Chriki , Haifa Touati , Hichem Snoussi , Farouk Kamoun
Multimedia Tools and Applications, 2021, 80 (2), pp.2599-2620. ⟨10.1007/s11042-020-09774-w⟩
Article dans une revue hal-03320648 v1

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

Slim Hamdi , Samir Bouindour , Hichem Snoussi , Tian Wang , Mohamed Abid
Journal of Imaging, 2021, 7 (5), pp.90. ⟨10.3390/jimaging7050090⟩
Article dans une revue hal-03320669 v1

Cognitive Radio and Dynamic TDMA for efficient UAVs swarm communications

Haifa Touati , Amira Chriki , Hichem Snoussi , Farouk Kamoun
Computer Networks, 2021, 196, pp.108264. ⟨10.1016/j.comnet.2021.108264⟩
Article dans une revue hal-03320643 v1
Image document

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

Bouziane Brik , Moez Esseghir , Leila Merghem-Boulahia , Hichem Snoussi
Building and Environment, 2021, 203, pp.108056. ⟨10.1016/j.buildenv.2021.108056⟩
Article dans une revue hal-03320633 v1
Image document

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

Aichun Zhu , Guoxiu Duan , Xiaomei Zhu , Lu Zhao , Yaoying Huang et al.
Signal Processing: Image Communication, 2021, 98, pp.116379. ⟨10.1016/j.image.2021.116379⟩
Article dans une revue hal-03320640 v1

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

Ronghua Hu , Tian Wang , Yi Zhou , Hichem Snoussi , Abel Cherouat
IEEE Transactions on Information Forensics and Security, 2021
Article dans une revue hal-03624407 v1

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

Qianyu Wu , Aichun Zhu , Ran Cui , Tian Wang , Fangqiang Hu et al.
Signal Processing: Image Communication, 2021, 91, pp.116098. ⟨10.1016/j.image.2020.116098⟩
Article dans une revue hal-03320743 v1

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

Tian Wang , Jiakun Li , Zhaoning Kong , Xin Liu , Hichem Snoussi et al.
Journal of Manufacturing Systems, 2021, 58 (PART B), pp.261-269. ⟨10.1016/j.jmsy.2020.07.011⟩
Article dans une revue hal-03320661 v1

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

Charbel Chahla , Hichem Snoussi , Moez Esseghir , Leila Merghem-Boulahia
Energy efficiency, 2020, 13 (8), pp.1633-1651. ⟨10.1007/s12053-020-09884-2⟩
Article dans une revue hal-03672661 v1

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

Amani Lamine , Fethi Mguis , Hichem Snoussi , Khaled Ghedira
International Journal of Sensor Networks, 2020, 34 (1), pp.15. ⟨10.1504/IJSNET.2020.109714⟩
Article dans une revue hal-03320728 v1

Online Detection of Action Start via Soft Computing for Smart City

Tian Wang , Yang Chen , Hongqiang Lv , Jing Teng , Hichem Snoussi et al.
IEEE Transactions on Industrial Informatics, 2020, 17 (1), pp.524 - 533. ⟨10.1109/TII.2020.2997032⟩
Article dans une revue hal-02637930 v1

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

Tian Wang , Meina Qiao , Mengyi Zhang , Yi Yang , Hichem Snoussi
Journal of Intelligent Manufacturing, 2020, 31 (7), pp.1611-1619. ⟨10.1007/s10845-018-1431-x⟩
Article dans une revue hal-03320646 v1

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

Tian Wang , Jiaxiang Cheng , Yi Yang , Christian Esposito , Hichem Snoussi et al.
IEEE Transactions on Automation Science and Engineering, 2020, pp.1-9. ⟨10.1109/TASE.2020.3043393⟩
Article dans une revue hal-03320628 v1

RecapNet: Action Proposal Generation Mimicking Human Cognitive Process

Tian Wang , Yang Chen , Zhiwei Lin , Aichun Zhu , Yong Li et al.
IEEE Transactions on Cybernetics, 2020, 51 (12), pp.6017 - 6028. ⟨10.1109/TCYB.2020.2965196⟩
Article dans une revue hal-02461499 v1

Learned versus Handcrafted Features for Person Re-identification

Charbel Chahla , Hichem Snoussi , F. Abdallah , F. Dornaika
International Journal of Pattern Recognition and Artificial Intelligence, 2020, 34 (4), pp.2055009. ⟨10.1142/S0218001420550095⟩
Article dans une revue hal-03320726 v1

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 et al.
Neurocomputing, 2020, 414, pp.90-100. ⟨10.1016/j.neucom.2020.07.068⟩
Article dans une revue hal-03320682 v1

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

Tian Wang , Meina Qiao , Aichun Zhu , Guangcun Shan , Hichem Snoussi
Frontiers of Computer Science, 2020, 14 (2), pp.304-313. ⟨10.1007/s11704-018-7407-3⟩
Article dans une revue hal-03320617 v1

Machine Learning Approaches for Thermoelectric Materials Research

Tian Wang , Cheng Zhang , Hichem Snoussi , Gang Zhang
Advanced Functional Materials, 2019, 30 (5), pp.1906041. ⟨10.1002/adfm.201906041⟩
Article dans une revue hal-03320729 v1

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

Samira Chouikhi , Leila Merghem-Boulahia , Moez Esseghir , Hichem Snoussi
IEEE Transactions on Smart Grid, 2019, pp.1-1. ⟨10.1109/TSG.2019.2911129⟩
Article dans une revue hal-02271767 v1

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

Samir Bouindour , Hichem Snoussi , Mohamad Hittawe , Nacef Tazi , Tian Wang
Applied Sciences, 2019, 9 (4), pp.757. ⟨10.3390/app9040757⟩
Article dans une revue hal-02297585 v1

An enhanced 3DCNN‐ConvLSTM for spatiotemporal multimedia data analysis

Tian Wang , Jiakun Li , Mengyi Zhang , Aichun Zhu , Hichem Snoussi et al.
Concurrency and Computation: Practice and Experience, 2019, pp.e5302. ⟨10.1002/cpe.5302⟩
Article dans une revue hal-02297518 v1

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 et al.
IEEE Transactions on Signal Processing, 2019, 67 (14), pp.3676-3688. ⟨10.1109/TSP.2019.2917812⟩
Article dans une revue hal-02353289 v1

AED-Net: An Abnormal Event Detection Network

Tian Wang , Zichen Miao , Yuxin Chen , Yi Zhou , Guangcun Shan et al.
Engineering, 2019, 5 (5), pp.930-939. ⟨10.1016/j.eng.2019.02.008⟩
Article dans une revue hal-02366386 v2

Generative Neural Networks for Anomaly Detection in Crowded Scenes

Tian Wang , Meina Qiao , Zhiwei Lin , Ce Li , Hichem Snoussi et al.
IEEE Transactions on Information Forensics and Security, 2019, 14 (5), pp.1390-1399. ⟨10.1109/TIFS.2018.2878538⟩
Article dans une revue hal-02318507 v1

A reinforcement learning approach for UAV target searching and tracking

Tian Wang , Ruoxi Qin , Yang Chen , Hichem Snoussi , Chang Choi
Multimedia Tools and Applications, 2019, 78 (4), pp.4347-4364. ⟨10.1007/s11042-018-5739-5⟩
Article dans une revue hal-03320597 v1

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 et al.
Journal of Electronic Imaging, 2019, 28 (02), pp.1. ⟨10.1117/1.JEI.28.2.021012⟩
Article dans une revue hal-02297235 v1

FANET: Communication, mobility models and security issues

Amira Chriki , Haifa Touati , Hichem Snoussi , Farouk Kamoun
Computer Networks, 2019, 163, pp.106877. ⟨10.1016/j.comnet.2019.106877⟩
Article dans une revue hal-02316570 v1

Abnormal event detection via covariance matrix for optical flow based feature

Tian Wang , Meina Qiao , Aichun Zhu , Yida Niu , Ce Li et al.
Multimedia Tools and Applications, 2018, 77 (13), pp.17375-17395. ⟨10.1007/s11042-017-5309-2⟩
Article dans une revue hal-03320616 v1

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

Aichun Zhu , Tian Wang , Hichem Snoussi
AIP Advances, 2018, 8 (3), pp.035215. ⟨10.1063/1.5024463⟩
Article dans une revue hal-03320694 v1

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

Tian Wang , Yang Chen , Meina Qiao , Hichem Snoussi
International Journal of Advanced Manufacturing Technology, 2018, 94 (9-12), pp.3465-3471. ⟨10.1007/s00170-017-0882-0⟩
Article dans une revue hal-03320589 v1

Abnormal global and local event detection in compressive sensing domain

Tian Wang , Meina Qiao , Jie Chen , Chuanyun Wang , Wenjia Zhang et al.
AIP Advances, 2018, 8 (5), pp.055224. ⟨10.1063/1.5022779⟩
Article dans une revue hal-03320618 v1

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

Tian Wang , Meina Qiao , Yang Chen , Jie Chen , Aichun Zhu et al.
Optik, 2018, 157, pp.1143-1154. ⟨10.1016/j.ijleo.2017.11.176⟩
Article dans une revue hal-03320779 v1

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

Valeria Borodin , Hichem Snoussi , Faicel Hnaien , Nacima Labadie
Signal Processing, 2018, 152, pp.130-140. ⟨10.1016/j.sigpro.2018.05.016⟩
Article dans une revue emse-01797354 v1

Auto-sorting System Towards Smart Factory based on Deep learning for Image Segmentation

Tian Wang , Yao Yuting , Yang Cheng , Mengyi Zhang , Fei Tao et al.
IEEE Sensors Journal, 2018, pp.8493-8501. ⟨10.1109/JSEN.2018.2866943⟩
Article dans une revue hal-03320635 v1

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

Tian Wang , Meina Qiao , Yingjun Deng , Yi Zhou , Huan Wang et al.
Optik, 2018, 152, pp.50-60. ⟨10.1016/j.ijleo.2017.07.064⟩
Article dans une revue hal-03320601 v1

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

Charbel Chahla , Hichem Snoussi , Fahed Abdallah , Fadi Dornaika
Engineering Applications of Artificial Intelligence, 2017, 58, pp.27-33. ⟨10.1016/j.engappai.2016.11.004⟩
Article dans une revue hal-02307929 v1

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, 5, pp.17627-17633. ⟨10.1109/ACCESS.2017.2746095⟩
Article dans une revue hal-03320724 v1
Image document

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

Abderrahim Halimi , Corinne Mailhes , Jean-Yves Tourneret , Hichem Snoussi
IEEE Transactions on Geoscience and Remote Sensing, 2016, vol. 54 (n° 4), pp. 2207-2219. ⟨10.1109/TGRS.2015.2497583⟩
Article dans une revue hal-01311346 v1

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

Maher Rebai , Matthieu Le Berre , Faicel Hnaien , Hichem Snoussi
IEEE Sensors Journal, 2016, 16 (9), pp.3323-3331. ⟨10.1109/JSEN.2016.2519451⟩
Article dans une revue hal-02316396 v1
Image document

Gas Sources Parameters Estimation Using Machine Learning in WSNs

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
IEEE Sensors Journal, 2016, 16 (14), pp.5795 - 5804. ⟨10.1109/JSEN.2016.2569559⟩
Article dans une revue hal-01965049 v1
Image document

Non-parametric and semi-parametric RSSI/distance modeling for target tracking in wireless sensor networks

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
IEEE Sensors Journal, 2016, 16 (7), pp.2115 - 2126. ⟨10.1109/JSEN.2015.2510020⟩
Article dans une revue hal-01965051 v1

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

F. Dornaika , Charbel Chahla , F. Khattar , F. Abdallah , Hichem Snoussi
Engineering Applications of Artificial Intelligence, 2016, 50, pp.168-176. ⟨10.1016/j.engappai.2016.01.035⟩
Article dans une revue hal-03320665 v1

LBP based Spatio-Temporal Covariance Descriptor for People Re-identification

Bassem Hadjkacem , Walid Ayedi , Mohamed Abidi , Hichem Snoussi
Journal of Information Assurance and Security, 2016, 11 (3), pp.126-134
Article dans une revue hal-03320725 v1

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

Matthieu Le Berre , Maher Rebai , Faicel Hnaien , Hichem Snoussi
International Journal of Sensor Networks, 2016, 22 (1), pp.47. ⟨10.1504/IJSNET.2016.079313⟩
Article dans une revue hal-02283833 v1

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

Maher Rebai , Hasan Murat Afsar , Hichem Snoussi
International Journal of Sensor Networks, 2016, 21 (3), pp.157. ⟨10.1504/IJSNET.2016.078324⟩
Article dans une revue hal-02485536 v1

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

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
IEEE Transactions on Aerospace and Electronic Systems, 2015, 51 (2), pp.1324 - 1336. ⟨10.1109/TAES.2015.140061⟩
Article dans une revue hal-01965564 v1

Decentralized localization using radio-fingerprints and accelerometer in WSNs

Xiaowei Lv , Farah Mourad-Chehade , Hichem Snoussi
IEEE Transactions on Aerospace and Electronic Systems, 2015, 51 (1), pp.242-257. ⟨10.1109/TAES.2014.130479⟩
Article dans une revue hal-02307519 v1

Fast and Efficient Outlier Detection Method in Wireless Sensor Networks

Oussama Ghorbel , Walid Ayedi , Hichem Snoussi , Mohamed Abid
IEEE Sensors Journal, 2015, 15 (6), pp.3403-3411. ⟨10.1109/JSEN.2015.2388498⟩
Article dans une revue hal-02316575 v1
Image document

Abnormal event detection via multikernel learning for distributed camera networks

Tian Wang , Jie Chen , Paul Honeine , Hichem Snoussi
International Journal of Distributed Sensor Networks, 2015, 2015 (Article ID 989450), pp.1-9. ⟨10.1155/2015/989450⟩
Article dans une revue hal-01965567 v1

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

Aichun Zhu , Hichem Snoussi , Tian Wang , Abel Cherouat
Journal of Electronic Imaging, 2015, 24 (4), pp.12. ⟨10.1117/1.JEI.24.4.043021⟩
Article dans une revue hal-01436510 v1

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
Computers and Operations Research, 2015, 59, pp.11-21. ⟨10.1016/j.cor.2014.11.002⟩
Article dans une revue hal-02274738 v1

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

Matthieu Le Berre , Maher Rebai , Faicel Hnaien , Hichem Snoussi
Wireless Personal Communications, 2015, 84 (3), pp.2187-2213. ⟨10.1007/s11277-015-2548-2⟩
Article dans une revue hal-02290465 v1

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

Nicolas Chrysanthos , Pierre Beauseroy , Hichem Snoussi , Edith Grall-Maës
Neurocomputing, 2015, 169, pp.196-204. ⟨10.1016/j.neucom.2014.11.079⟩
Article dans une revue hal-02365431 v1
Image document

Target tracking using machine learning and Kalman filter in wireless sensor networks

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
IEEE Sensors Journal, 2014, 14 (10), pp.3715 - 3725. ⟨10.1109/JSEN.2014.2332098⟩
Article dans une revue hal-01965571 v1

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
International Journal of Distributed Sensor Networks, 2014, 10 (2), pp.769658. ⟨10.1155/2014/769658⟩
Article dans une revue hal-02271684 v1

Detection of Abnormal Visual Events via Global Optical Flow Orientation Histogram

Tian Wang , Hichem Snoussi
IEEE Transactions on Information Forensics and Security, 2014, 9 (6), pp.988-998. ⟨10.1109/TIFS.2014.2315971⟩
Article dans une revue hal-02307896 v1
Image document

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

Lei Qin , Hichem Snoussi , Fahed Abdallah
Sensors, 2014, 14(6), pp.9380-9407. ⟨10.3390/s140609380⟩
Article dans une revue hal-01082693 v1
Image document

Polar interval-based localization in mobile sensor networks

Farah Mourad-Chehade , Paul Honeine , Hichem Snoussi
IEEE Transactions on Aerospace and Electronic Systems, 2013, 49 (4), pp.2310 - 2322. ⟨10.1109/TAES.2013.6621818⟩
Article dans une revue hal-01965579 v1
Image document

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

Erliang Zhang , Jérôme Antoni , Bin Dong , Hichem Snoussi
Journal of the Acoustical Society of America, 2012, 132 (5), pp.3240-3250. ⟨10.1121/1.4754530⟩
Article dans une revue hal-01018733 v1

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

Jing Teng , Hichem Snoussi , Cédric Richard , Rong Zhou
IEEE Transactions on Vehicular Technology, 2012, 61 (5), pp.2305-2318. ⟨10.1109/TVT.2012.2190631⟩
Article dans une revue hal-02308079 v1
Image document

Robust Interval-Based Localization Algorithms for Mobile Sensor Networks

Farah Mourad-Chehade , Hichem Snoussi , Michel Kieffer , Cédric Richard
International Journal of Distributed Sensor Networks, 2012, 2012, Article ID 303895, 7 p. ⟨10.1155/2012/303895⟩
Article dans une revue hal-00727777 v1

Controlled Mobility Sensor Networks for Target Tracking Using Ant Colony Optimization

Farah Mourad-Chehade , Hicham Chehade , Hichem Snoussi , Farouk Yalaoui , Lionel Amodeo et al.
IEEE Transactions on Mobile Computing, 2012, 11 (8), pp.1261-1273. ⟨10.1109/TMC.2011.154⟩
Article dans une revue hal-02307406 v1

Interval-Based Localization using RSSI Comparison in MANETs

Farah Mourad-Chehade , Hichem Snoussi , Cédric Richard
IEEE Transactions on Aerospace and Electronic Systems, 2011, 47 (4), pp.2897-2910. ⟨10.1109/TAES.2011.6034672⟩
Article dans une revue hal-02319973 v1
Image document

A dependent multi-label classification method derived from the k-nearest neighbor rule

Zoulficar Younes , Fahed Abdallah , Thierry Denoeux , Hichem Snoussi
EURASIP Journal on Advances in Signal Processing, 2011, 2011, pp.Article ID 645964. ⟨10.1155/2011/645964⟩
Article dans une revue hal-00655629 v1

A Robust Localization Algorithm for Mobile Sensors Using Belief Functions

Farah Mourad-Chehade , Hichem Snoussi , Fahed Abdallah , Cédric Richard
IEEE Transactions on Vehicular Technology, 2011, 60 (4), pp.1799 - 1811. ⟨10.1109/TVT.2011.2115265⟩
Article dans une revue hal-00639129 v1

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

Fahed Abdallah , Hicham Laanaya , Hichem Snoussi , Cédric Richard
Pattern Recognition Letters, 2011, 32 (13), pp.1511-1515. ⟨10.1016/j.patrec.2011.05.009⟩
Article dans une revue istex hal-00639117 v1

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

Ke Li , David Hewson , Hichem Snoussi , Jacques Duchene , Jean-Yves Hogrel
Biomedical Signal Processing and Control, 2011, 6 (1), pp.70-76. ⟨10.1016/j.bspc.2010.10.001⟩
Article dans une revue istex hal-02359062 v1

Decentralized Variational Filtering for Target Tracking in Binary Sensor Networks

Jing Teng , Hichem Snoussi , Cédric Richard
IEEE Transactions on Mobile Computing, 2010, 9 (10), pp.1465-1477. ⟨10.1109/TMC.2010.117⟩
Article dans une revue hal-02307535 v1
Image document

A decentralized approach for non-linear prediction of time series data in sensor networks

Paul Honeine , Cédric Richard , José C. M. Bermudez , Jie Chen , Hichem Snoussi
Journal on Wireless Communications and Networking, 2010, Special issue on theoretical and algorithmic foundations of wireless ad hoc and sensor networks, pp.12:1 - 12:12. ⟨10.1155/2010/627372⟩
Article dans une revue hal-01965586 v1

Anchor-based localization via interval analysis for mobile ad-hoc sensor networks

Farah Mourad-Chehade , Hichem Snoussi , Fahed Abdallah , Cédric Richard
IEEE Transactions on Signal Processing, 2009, 57 (8), pp.3226-3239. ⟨10.1109/TSP.2009.2020018⟩
Article dans une revue hal-00450171 v1

Univariate and Bivariate Empirical Mode Decomposition for Postural Stability Analysis

Hassan Amoud , Hichem Snoussi , David Hewson , Jacques Duchene
EURASIP Journal on Advances in Signal Processing, 2008, 2008 (1), pp.657391 (2008). ⟨10.1155/2008/657391⟩
Article dans une revue hal-02365941 v1

Estimation of Structured Gaussian Mixtures: The Inverse EM Algorithm

Hichem Snoussi , Ali Mohammad-Djafari
IEEE Transactions on Signal Processing, 2007, 55 (7), pp.3185-3191. ⟨10.1109/TSP.2007.893923⟩
Article dans une revue hal-02316175 v1

Intrinsic Mode Entropy for Nonlinear Discriminant Analysis

Hassan Amoud , Hichem Snoussi , David Hewson , Michel Doussot , Jacques Duchene
IEEE Signal Processing Letters, 2007, 14 (5), pp.297-300. ⟨10.1109/LSP.2006.888089⟩
Article dans une revue hal-02319985 v1

Bayesian Blind Separation of Generalized Hyperbolic Processes in Noisy and Underdeterminate Mixtures

Hichem Snoussi , Jérôme Idier
IEEE Transactions on Signal Processing, 2006, 54 (9), pp.3257-3269. ⟨10.1109/TSP.2006.877660⟩
Article dans une revue hal-00400662 v1

Regularized spectral matching for blind source separation

Hichem Snoussi , Vince D. Calhoun
IEEE Transactions on Signal Processing, 2005, 53 (9), pp.3373-3383. ⟨10.1109/TSP.2005.853209⟩
Article dans une revue hal-02359105 v1
Image document

Analyse des coûts des pratiques d'entretien des surfaces des rails

Malak Saiem , Valeria Borodin , Faicel Hnaien , Hichem Snoussi , Brice Nelain
ROADEF 2025 : 26ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, 2025, Champs-sur-Marne (Marne-la-Vallée), France
Communication dans un congrès hal-04985579 v1

Multi-View 3D Compton Image Reconstruction With a Generalized List-Mode MLEM Algorithm

Nhan Le , Hichem Snoussi , Zied Hmissi , Alain Iltis , Guillaume Lebonvallet et al.
2023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur, Malaysia. pp.2655-2659, ⟨10.1109/ICIP49359.2023.10222838⟩
Communication dans un congrès hal-04446981 v1

An Extended List-Mode MLEM Algorithm for 3D Compton Image Reconstruction from Multi-View Data

Nhan Le , Hichem Snoussi , Zied Hmissi , Alain Iltis , Guillaume Lebonvallet et al.
ANIMMA 2023 – Advancements in Nuclear Instrumentation Measurement Methods and their Applications, Jun 2023, Lucca, Italy. pp.06003, ⟨10.1051/epjconf/202328806003⟩
Communication dans un congrès hal-04444203 v1
Image document

FABLE : Fabric Anomaly Detection Automation Process

Simon Thomine , Hichem Snoussi , Mahmoud Soua
2023 International Conference on Control, Automation and Diagnosis (ICCAD 23'), May 2023, Rome, Italy
Communication dans un congrès hal-04131483 v1

Vision-based Explainable Action Recognition Model for Polluted Soil Tracking

Edern Viannay , Benitha Vasseur , Hichem Snoussi , Dominique Poux
2023 International Conference on Control, Automation and Diagnosis (ICCAD), May 2023, Rome, Italy. pp.1-5, ⟨10.1109/ICCAD57653.2023.10152357⟩
Communication dans un congrès hal-04447100 v1

An Iterative Bayesian Algorithm for 3D Image Reconstruction Using Multi-View Compton Data

Nhan Le , Hichem Snoussi , Alain Iltis
International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Jul 2023, Garching, Germany. pp.2, ⟨10.3390/psf2023009002⟩
Communication dans un congrès hal-04444426 v1

A Continual Learning Method for Reducing Class Interference Based on Replay

Zhibo Xu , Tian Wang , Jian Wang , Ce Li , Yao Fu et al.
2023 42nd Chinese Control Conference (CCC), Jul 2023, Tianjin, China. pp.8485-8490, ⟨10.23919/CCC58697.2023.10240414⟩
Communication dans un congrès hal-04439407 v1
Image document

MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection

Simon Thomine , Hichem Snoussi , Mahmoud Soua
2023 International Conference on Computer Vision Theory and Applications (VISAPP 2023), Feb 2023, Lisbonne, Portugal
Communication dans un congrès hal-04131472 v1

Point Gated Attention

Haibin Wang , Tian Wang , Mengyi Zhang , Baochang Zhang , Peng Shi et al.
2022 China Automation Congress (CAC), Nov 2022, Xiamen, China. pp.2770-2774, ⟨10.1109/CAC57257.2022.10056083⟩
Communication dans un congrès hal-04457949 v1

Data Cleaning to fine-tune a Transfer Learning approach for Air Quality Prediction

Marie Njaime , Fahed Abdallah Olivier , Hichem Snoussi , Judy Akl , Charbel Chahla et al.
2022 IEEE International Smart Cities Conference (ISC2), Sep 2022, Pafos, Cyprus. pp.1-5, ⟨10.1109/ISC255366.2022.9921836⟩
Communication dans un congrès hal-04454208 v1

Adversarial autoencoder with attention driven loss

Marie Njaime , Charbel Chahla , Hichem Snoussi , Fahed Abdallah
APPLICATIONS OF MATHEMATICS IN ENGINEERING AND ECONOMICS (AMEE’22): Proceedings of the 48th International Conference “Applications of Mathematics in Engineering and Economics”, Jun 2022, Sofia, Bulgaria. pp.130002, ⟨10.1063/5.0179220⟩
Communication dans un congrès hal-04439885 v1

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

Ge Kan , Jinhu Lu , Tian Wang , Baochang Zhang , Aichun Zhu et al.
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022, New Orleans, United States. pp.18439-18448, ⟨10.1109/CVPR52688.2022.01791⟩
Communication dans un congrès hal-04454195 v1

G2D: Generate to Detect Anomaly

Masoud Pourreza , Bahram Mohammadi , Mostafa Khaki , Samir Bouindour , Hichem Snoussi et al.
2021 IEEE Winter Conference on Applications of Computer Vision (WACV), Jan 2021, Waikoloa, United States. pp.2002-2011, ⟨10.1109/WACV48630.2021.00205⟩
Communication dans un congrès hal-03320693 v1

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

Slim Hamdi , Hichem Snoussi , Mohamed Abid
4th Mediterranean Conference, MedPRAI 2020: Pattern Recognition and Artificial Intelligence, Dec 2020, Hammamet, Tunisia. pp.3-17, ⟨10.1007/978-3-030-71804-6_1⟩
Communication dans un congrès hal-03320690 v1

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

Pingyi Chen , Tianyu Chen , Zhiqiang Yang , Tian Wang , Mengyi Zhang et al.
2020 39th Chinese Control Conference (CCC), Jul 2020, Shenyang, China. pp.6613-6617, ⟨10.23919/CCC50068.2020.9189187⟩
Communication dans un congrès hal-03320685 v1

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

Slim Hamdi , Samir Bouindour , Kais Loukil , Hichem Snoussi , Mohamed Abid
12th International Conference on Agents and Artificial Intelligence, Feb 2020, Valletta, Malta. pp.514-521
Communication dans un congrès hal-03320773 v1

Human Action prediction based on skeleton data

Qipeng Zhang , Tian Wang , Huai-Ning Wu , Mingmin Li , Jianpeng Zhu et al.
2020 39th Chinese Control Conference (CCC), Jul 2020, Shenyang, China. pp.6608-6612, ⟨10.23919/CCC50068.2020.9189122⟩
Communication dans un congrès hal-03320695 v1

UAV-based Surveillance System: an Anomaly Detection Approach

Amira Chriki , Haifa Touati , Hichem Snoussi , Farouk Kamoun
2020 IEEE Symposium on Computers and Communications (ISCC), Jul 2020, Rennes, France. pp.1-6, ⟨10.1109/ISCC50000.2020.9219585⟩
Communication dans un congrès hal-03320774 v1

Neural Style Transfer for Picture with Gradient Gram Matrix Description

Heng Jin , Tian Wang , Mengyi Zhang , Mingmin Li , Yan Wang et al.
2020 39th Chinese Control Conference (CCC), Jul 2020, Shenyang, China. pp.7026-7030, ⟨10.23919/CCC50068.2020.9188652⟩
Communication dans un congrès hal-03320737 v1

Region Based Ensemble Learning Network for Fine-Grained Classification

Weikuang Li , Tian Wang , Chuanyun Wang , Guangcun Shan , Mengyi Zhang et al.
2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.4173-4177, ⟨10.1109/CAC.2018.8623687⟩
Communication dans un congrès hal-02359080 v1

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

Haochen Li , Tian Wang , Mengyi Zhang , Aichun Zhu , Guangcun Shan et al.
2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.4712-4717, ⟨10.1109/CAC48633.2019.8997347⟩
Communication dans un congrès hal-02486750 v1

Video Object Detection Base on RGB and Optical Flow Analysis

Shunyao Zhang , Tian Wang , Chuanyun Wang , Yan Wang , Guangcun Shan et al.
2019 2nd China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI), Sep 2019, Xi'an, China. ⟨10.1109/CCHI.2019.8901921⟩
Communication dans un congrès hal-02373483 v1

Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams

Samir Bouindour , Ronghua Hu , Hichem Snoussi
2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), Jun 2019, Sardinia, Italy. pp.172-178, ⟨10.1109/AIKE.2019.00039⟩
Communication dans un congrès hal-02308862 v1

Event prediction via spatio-temporal sequence analysis

Zexian Li , Tian Wang , Yi Yang , Yan Wang , Peng Shi et al.
2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.1558-1563, ⟨10.1109/CAC48633.2019.8996903⟩
Communication dans un congrès hal-02486747 v1

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

Souad Belmannoubi , Haifa Touati , Hichem Snoussi
2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.1245-1250, ⟨10.1109/IWCMC.2019.8766761⟩
Communication dans un congrès hal-02362335 v1

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

Amira Chriki , Haifa Touati , Hichem Snoussi , Farouk Kamoun
2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.2064-2069, ⟨10.1109/IWCMC.2019.8766641⟩
Communication dans un congrès hal-02365868 v1

Coverage Optimization using Multiple Unmanned Aerial Vehicles with Connectivity Constraint

Amani Lamine , Fethi Mguis , Hichem Snoussi , Khaled Ghedira
2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.1361-1366, ⟨10.1109/IWCMC.2019.8766651⟩
Communication dans un congrès hal-02307450 v1

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

Yang Chen , Tian Wang , Jingjing Wang , Peng Shi , Hichem Snoussi
2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.4700-4705, ⟨10.1109/CAC48633.2019.8997504⟩
Communication dans un congrès hal-02486756 v1

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

Ronghua Hu , Samir Bouindour , Hichem Snoussi , Abel Cherouat , Charbel Chahla
IEEE AIKE 2019 - Second International Conference on Artificial Intelligence and Knowledge Engineering, Jun 2019, Cagliari, Italy. pp.117-122, ⟨10.1109/AIKE.2019.00030⟩
Communication dans un congrès hal-02353268 v1

Centralized Cognitive Radio Based Frequency Allocation for UAVs Communication

Amira Chriki , Haifa Touati , Hichem Snoussi , Farouk Kamoun
2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.1674-1679, ⟨10.1109/IWCMC.2019.8766481⟩
Communication dans un congrès hal-02304325 v1

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

Runwu Liu , Tian Wang , Yi Zhou , Chuanyun Wang , Guangcun Shan et al.
2019 Chinese Automation Congress (CAC), Nov 2019, Hangzhou, China. pp.4931-4936, ⟨10.1109/CAC48633.2019.8997495⟩
Communication dans un congrès hal-02486759 v1

Hybrid deep learning and HOF for Anomaly Detection

Slim Hamdi , Samir Bouindour , Kais Loukil , Hichem Snoussi , Mohamed Abid
2019 6th International Conference on Control, Decision and Information Technologies (CoDIT), Apr 2019, Paris, France. pp.575-580
Communication dans un congrès hal-02279226 v1

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

Bouziane Brik , Moez Esseghir , Leila Merghem-Boulahia , Hichem Snoussi
2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2019, Tangier, Morocco. pp.294-300
Communication dans un congrès hal-02274775 v1

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

Chuang Wang , Jiakun Li , Tian Wang , Peng Shi , Hichem Snoussi et al.
Research in Adaptive and Convergent Systems (RACS'2019), Sep 2019, Chongqing, China. pp.71-75, ⟨10.1145/3338840.3355648⟩
Communication dans un congrès hal-02380430 v1

A Novel Approach for Anomaly Detection in Power Consumption Data

Charbel Chahla , Hichem Snoussi , Leila Merghem-Boulahia , Moez Esseghir
8th International Conference on Pattern Recognition Applications and Methods, May 2019, Prague, Czech Republic. ⟨10.5220/0007361704830490⟩
Communication dans un congrès hal-02271852 v1

Solving the Total Coverage Problem using a Multiple Mobile Sensor Network

Amani Lamine , Fethi Mguis , Hichem Snoussi , Khaled Ghedira
2018 30th International Conference on Microelectronics (ICM), Dec 2018, Sousse, Tunisia. pp.24-27, ⟨10.1109/ICM.2018.8704036⟩
Communication dans un congrès hal-02362321 v1

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

Yinghong Fang , Guangcun Shan , Tian Wang , Xin Li , Wenliang Liu et al.
2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.4272-4276, ⟨10.1109/CAC.2018.8623424⟩
Communication dans un congrès hal-02319010 v1

Indoor Thermal Comfort Collection of People with Physical Disabilities

Bouziane Brik , Moez Esseghir , Leila Merghem-Boulahia , Hichem Snoussi
2018 International Symposium on Networks, Computers and Communications (ISNCC), Jun 2018, Rome, Italy. pp.1-6
Communication dans un congrès hal-02273912 v1

Unmanned Trolley Control Based on Kinect

Ying Luo , Tian Wang , Aichun Zhu , Ziyu Wang , Guangcun Shan et al.
2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.2218-2222, ⟨10.1109/CAC.2018.8623270⟩
Communication dans un congrès hal-02365950 v1

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

Jiaxiang Cheng , Tian Wang , Pengbo Dai , Yi Yang , Lei Ren et al.
2018 Chinese Automation Congress (CAC), Nov 2018, Xi'an, China. pp.289-294, ⟨10.1109/CAC.2018.8623593⟩
Communication dans un congrès hal-02356450 v1

First images from a CeBr 3 /LYSO:Ce Temporal Imaging portable Compton camera at 1.3 MeV

Mohamed Zied Hmissi , A. Iltis , C. Tata , G. Zeufack , L. C Rodrigues et al.
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), Nov 2018, Sydney, Australia. pp.1-3, ⟨10.1109/NSSMIC.2018.8824429⟩
Communication dans un congrès hal-02290558 v1

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

Bassem Hadjkacem , Walid Ayedi , Mohamed Abid , Hichem Snoussi
2018 IEEE 27th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Jun 2018, Paris, France. pp.203-208, ⟨10.1109/WETICE.2018.00046⟩
Communication dans un congrès hal-02353200 v1

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

Jiakun Li , Tian Wang , Ming Gao , Aichun Zhu , Guangcun Shan et al.
2018 37th Chinese Control Conference (CCC), Jul 2018, Wuhan, China. pp.9350-9355, ⟨10.23919/ChiCC.2018.8483992⟩
Communication dans un congrès hal-02365851 v1

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

Bouziane Brik , Moez Esseghir , Leila Merghem-Boulahia , Hichem Snoussi
2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC), Jun 2018, Limassol, Cyprus. pp.886-891
Communication dans un congrès hal-02274777 v1

Abnormal event detection based on deep autoencoder fusing optical flow

Meina Qiao , Tian Wang , Jiakun Li , Ce Li , Zhiwei Lin et al.
2017 36th Chinese Control Conference (CCC), Jul 2017, Dalian, China. pp.11098-11103, ⟨10.23919/ChiCC.2017.8029129⟩
Communication dans un congrès hal-03320609 v1

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

Haining Xie , Tian Wang , Meina Qiao , Mengyi Zhang , Guangcun Shan et al.
2017 Chinese Automation Congress (CAC), Oct 2017, Jinan, China. pp.6397-6401, ⟨10.1109/CAC.2017.8243930⟩
Communication dans un congrès hal-03320758 v1

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

Tian Wang , Yang Chen , Meina Qiao , Aichun Zhu , Ziyu Wang et al.
2017 Chinese Automation Congress (CAC), Oct 2017, Jinan, China. pp.6583-6587, ⟨10.1109/CAC.2017.8243963⟩
Communication dans un congrès hal-03320741 v1

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

Jiakun Li , Tian Wang , Yi Zhou , Ziyu Wang , Hichem Snoussi
2017 36th Chinese Control Conference (CCC), Jul 2017, Dalian, China. pp.11139-11144, ⟨10.23919/ChiCC.2017.8029134⟩
Communication dans un congrès hal-03320777 v1

Human Action Recognition Based on Sub-data Learning

Yang Chen , Tian Wang , Jiakun Li , Xiaowei Lv , Hichem Snoussi
Second CCF Chinese Conference, CCCV 2017: Computer Vision, Oct 2017, Tianjin, China. pp.617-626, ⟨10.1007/978-981-10-7305-2_52⟩
Communication dans un congrès hal-03320698 v1

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

Bassem Hadjkacem , Walid Ayedi , Mohamed Abid , Hichem Snoussi
2017 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC), Oct 2017, Gafsa, Tunisia. pp.140-145, ⟨10.1109/IINTEC.2017.8325928⟩
Communication dans un congrès hal-03320594 v1

Abnormal Event Detection Using Convolutional Neural Networks and 1-Class SVM classifier

Samir Bouindour , Mohamad Mazen Hittawe , Sandy Mahfouz , Hichem Snoussi
8th International Conference on Imaging for Crime Detection and Prevention (ICDP 2017), Dec 2017, Madrid, Spain. pp.1-6, ⟨10.1049/ic.2017.0040⟩
Communication dans un congrès hal-03320613 v1

SVM-based indoor localization in Wireless Sensor Networks

Amira Chriki , Haifa Touati , Hichem Snoussi
2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC), Jun 2017, Valencia, Spain. pp.1144-1149, ⟨10.1109/IWCMC.2017.7986446⟩
Communication dans un congrès hal-03320766 v1

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

Alain Iltis , Hichem Snoussi , Luc Rodrigues de Magalhaes , Ghislain Zeufack Tadonkeng
SPIE Medical Imaging, Feb 2017, Orlando, United States. pp.101320B, ⟨10.1117/12.2254486⟩
Communication dans un congrès hal-03320768 v1

Temporal imaging: Observation and localization of a compton effect inside a 20 mm monolithic LYSO plate with a Philips digital Si-PM

Alain Iltis , Hichem Snoussi , Luc Rodrigues de Magalhaes , Christian Morel
2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD), Oct 2016, Strasbourg, France. pp.1-2, ⟨10.1109/NSSMIC.2016.8069801⟩
Communication dans un congrès hal-03320770 v1

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

Oussama Ghorbel , Abdulfattah Obeid , Mohamed Abid , Hichem Snoussi
2016 24th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Sep 2016, Split, Croatia. pp.1-8, ⟨10.1109/SOFTCOM.2016.7772168⟩
Communication dans un congrès hal-03320742 v1

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

Meina Qiao , Tian Wang , Yuan Dong , Jingang Shi , Jing Teng et al.
2016 IEEE International Conference on Digital Signal Processing (DSP), Oct 2016, Beijing, China. pp.482-486, ⟨10.1109/ICDSP.2016.7868604⟩
Communication dans un congrès hal-03320744 v1

Exploiting color cues to improve person re-identification

Charbel Chahla , Hichem Snoussi , F. Abdallah , F. Dornaika
7th International Conference on Imaging for Crime Detection and Prevention (ICDP 2016), Nov 2016, Madrid, Spain. ⟨10.1049/ic.2016.0089⟩
Communication dans un congrès hal-03320678 v1

Operations Research and Signal Processing on graphs : case of sampling and perfect reconstructing tasks

Pascal Bianchi , Valeria Borodin , Faicel Hnaien , Nacima Labadie , Hichem Snoussi
17eme conférence ROADEF, Feb 2016, Compiègne, France
Communication dans un congrès hal-02640960 v1

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

Yuqi Zhang , Tian Wang , Meina Qiao , Aichun Zhu , Ce Li et al.
ICIC 2016: Intelligent Computing Theories and Application, Aug 2016, Lanzhou, China. pp.245-256, ⟨10.1007/978-3-319-42294-7_21⟩
Communication dans un congrès hal-03320653 v1

Cooperative target searching and tracking via UCT with probability distribution model

Ruoxi Qin , Tian Wang , Haotian Jiang , Qianhong Yan , Weikang Wang et al.
2016 IEEE International Conference on Digital Signal Processing (DSP), Oct 2016, Beijing, China. pp.560-564, ⟨10.1109/ICDSP.2016.7868620⟩
Communication dans un congrès hal-02307416 v1

Event analysis based on multiple video sensors for cooperative environment perception

Tian Wang , Jie Chen , Aichun Zhu , Hichem Snoussi
2015 IEEE International Conference on Progress in Informatics and Computing (PIC), Dec 2015, Nanjing, France. pp.438-442, ⟨10.1109/PIC.2015.7489885⟩
Communication dans un congrès hal-02316372 v1
Image document

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

Oussama Ghorbel , Mohamed Wassim Jmal , Mohamed Abid , Hichem Snoussi
13th International Conference on Wired/Wireless Internet Communication (WWIC), May 2015, Malaga, Spain. pp.259-273, ⟨10.1007/978-3-319-22572-2_19⟩
Communication dans un congrès hal-01728802 v1

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

Oussama Ghorbel , Mohamed Abid , Hichem Snoussi
2015 IEEE 29th International Conference on Advanced Information Networking and Applications (AINA), Mar 2015, Gwangiu, South Korea. pp.70-76
Communication dans un congrès hal-02290371 v1
Image document

Modèle semi-paramétrique RSSI/distance pour le suivi d'une cible dans les réseaux de capteurs sans fil

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
Actes du 25-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2015, Lyon, France
Communication dans un congrès hal-01965988 v1

Articulated pose estimation via multiple mixture parts model

Aichun Zhu , Hichem Snoussi , Abel Cherouat
2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug 2015, Karlsruhe, Germany. pp.1-5, ⟨10.1109/AVSS.2015.7301801⟩
Communication dans un congrès hal-02303366 v1
Image document

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

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
Proc. eighth IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2014, A Coruna, Spain. pp.237-240, ⟨10.1109/SAM.2014.6882384⟩
Communication dans un congrès hal-01965991 v1

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

Xiaowei Lv , Farah Mourad-Chehade , Hichem Snoussi
2014 22nd European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal
Communication dans un congrès hal-02319981 v1

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

Nicolas Chrysanthos , Pierre Beauseroy , Hichem Snoussi , Edith Grall-Maës , Fabrice Ferrand
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2014, Apr 2014, Bruges, Belgium
Communication dans un congrès hal-02518557 v1

Articulated human motion tracking with foreground learning

Aichun Zhu , Hichem Snoussi , Abel Cherouat
2014 22nd European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal
Communication dans un congrès hal-02303328 v1

Kernel Principal Subspace Based Outlier Detection Method in Wireless Sensor Networks

Oussama Ghorbel , Mohamed Abid , Hichem Snoussi
2014 28th International Conference on Advanced Information Networking and Applications Workshops (WAINA), May 2014, Victoria, Canada. pp.737-742, ⟨10.1109/WAINA.2014.120⟩
Communication dans un congrès hal-02330136 v1

Detection of contamination in water distribution network

Zineb Noumir , Blaise Kévin Guépié , Lionel Fillatre , Paul Honeine , Igor V. Nikiforov et al.
Advances in Hydroinformatics, 2012, Nice, France. ⟨10.1007/978-981-4451-42-0_12⟩
Communication dans un congrès hal-01303112 v1

Improved KPCA for outlier detection in Wireless Sensor Networks

Oussama Ghorbel , Mohamed Abid , Hichem Snoussi
2014 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Mar 2014, Sousse, Tunisia. pp.507-511, ⟨10.1109/ATSIP.2014.6834666⟩
Communication dans un congrès hal-02319906 v1

Online learning partial least squares regression model for univariate response data

Lei Qin , Hichem Snoussi , Fahed Abdallah
2014 22nd European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal. pp.1073-1077
Communication dans un congrès hal-02356356 v1
Image document

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
Proc. 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014, Doha, Qatar. pp.413-419, ⟨10.1109/AICCSA.2014.7073228⟩
Communication dans un congrès hal-01965996 v1

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

Xiaoxue Feng , Hichem Snoussi , Liang Yan
17th International Conference on Information Fusion (FUSION), Jul 2014, Salamanca, Spain
Communication dans un congrès hal-02307376 v1

An overview of outlier detection technique developed for wireless sensor networks

Oussama Ghorbel , Mohamed Wassim Jmal , Walid Ayedi , Hichem Snoussi , Mohamed Abid
2013 10th International Multi-Conference on Systems, Signals & Devices (SSD), Mar 2013, Hammamet, Tunisia. pp.1-6, ⟨10.1109/SSD.2013.6564165⟩
Communication dans un congrès hal-02297603 v1

Linear models for the total coverage problem in wireless sensor networks

Maher Rebai , Hichem Snoussi , Lyes Khoukhi , Faicel Hnaien
2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO 2013), Apr 2013, Hammamet, Tunisia. pp.1-4
Communication dans un congrès hal-02273976 v1

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

Matthieu Le Berre , Faicel Hnaien , Hichem Snoussi
2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO 2013), Apr 2013, Hammamet, Tunisia. pp.1-6
Communication dans un congrès hal-02287561 v1

Learning General Gaussian Kernel Hyperparameters for SVR

Fahed Abdallah , Hichem Snoussi , Régis Lengellé , Hicham Laanaya
First International Geometric Science of Information Conference, GSI 2013, Aug 2013, Paris, France. pp.677-684, ⟨10.1007/978-3-642-40020-9_75⟩
Communication dans un congrès istex hal-02861454 v1

Fingerprinting-based localization using accelerometer information in wireless sensor networks

Xiaowei Lv , Farah Mourad-Chehade , Hichem Snoussi
2013 IEEE Global Communications Conference (GLOBECOM 2013), Dec 2013, Atlanta, United States. pp.510-515, ⟨10.1109/GLOCOM.2013.6831122⟩
Communication dans un congrès hal-02317797 v1

Histograms of optical flow orientation for abnormal events detection

Tian Wang , Hichem Snoussi
2013 IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS 2013), Jan 2013, Clearwater, United States. pp.45-52, ⟨10.1109/PETS.2013.6523794⟩
Communication dans un congrès hal-02319093 v1
Image document

Localisation par fingerprinting et méthodes à noyaux dans les réseaux de capteurs sans fil

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
Actes de la 14-ème conférence ROADEF de la Société Française de Recherche Opérationnelle et Aide à la Décision, 2013, Troyes, France
Communication dans un congrès hal-01966001 v1
Image document

Kernel-based localization using fingerprinting in wireless sensor networks

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Hichem Snoussi , Joumana Farah
Proc. 14th IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2013, Darmstadt, Germany. pp.744 - 748, ⟨10.1109/SPAWC.2013.6612149⟩
Communication dans un congrès hal-01966000 v1

Vigires’eau : système de surveillance en temps réel de la qualité de l’eau potable d’un réseau de distribution en vue de la détection d’intrusion

Francis Campan , Blaise Kévin Guépié , Zineb Noumir , Paul Honeine , Igor V. Nikiforov et al.
Workshop Interdisciplinaire sur la Sécurité Globale (WISG 2013), Jan 2013, Troyes, France
Communication dans un congrès hal-02632188 v1
Image document

Decentralized Localization Using Fingerprinting and Kernel Methods in Wireless Sensor Networks

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
Proc. 21th European Conference on Signal Processing (EUSIPCO), 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès hal-01966008 v1

A combined-localization technique in wireless sensor networks

Xiaowei Lv , Farah Mourad-Chehade , Hichem Snoussi
14ème congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2013), Feb 2013, Troyes, France
Communication dans un congrès hal-02563812 v1

Mixed Integer Linear Models for the Total Coverage Problem with Connectivity Constraint in Wireless Sensor Networks

Maher Rebai , Hichem Snoussi , Hasan Murat Afsar , Faicel Hnaien
European conference on operational research (Euro 2013), Jul 2013, Rome, Italy
Communication dans un congrès hal-02640495 v1

Detection of contamination in water distribution network

Zineb Noumir , Blaise Kévin Guépié , Lionel Fillatre , Paul Honeiné , Igor V. Nikiforov et al.
2nd International Conference SimHydro: New trends in simulation hydroinformatics and 3D modeling, 2012, Sophia-Antipolis, France
Communication dans un congrès hal-02870498 v1

Optimisation multi-objectifs dans les réseaux de capteurs sans fils distribués

Matthieu Le Berre , Faicel Hnaien , Farouk Yalaoui , Hichem Snoussi
13ème congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2012), Apr 2012, Angers, France
Communication dans un congrès hal-02641179 v1

VigiRes'Eau

Stéphane Deveughèle , Charles Perez , Marc Lemercier , Huan Yin , B. Birregah et al.
Proc. 10th International Conference on Hydroinformatics, 2012, Hamburg, Germany
Communication dans un congrès hal-01966013 v1
Image document

Robust bounded-error tracking in wireless sensor networks

Farah Mourad-Chehade , Hichem Snoussi , Michel Kieffer , Cédric Richard
SYSID 2012, Jul 2012, Bruxelles, Belgium. pp.1-6
Communication dans un congrès hal-00727519 v1

VigiRes'Eau : Surveiller un réseau de distribution d'eau potable

Huan Yin , Francis Campan , Blaise Kévin Guépié , Zineb Noumir , Lionel Fillatre et al.
Workshop Interdisciplinaire sur la Sécurité Globale (WISG 2012), Jan 2012, Troyes, France
Communication dans un congrès hal-02632233 v1

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

B. Birregah , Tony Top , Charles Perez , Eric Chatelet , Nada Matta et al.
2012 IEEE 21st International Workshop On Enabling Technologies: Infrastructure For Collaborative Enterprises (WETICE), Jun 2012, Toulouse, France. pp.379-384, ⟨10.1109/WETICE.2012.47⟩
Communication dans un congrès hal-02929671 v1
Image document

Indoor localization using polar intervals in wireless sensor networks

Farah Mourad-Chehade , Paul Honeine , Hichem Snoussi
Proc. 19th International Conference on Telecommunications (ICT), 2012, Jounieh, Lebanon. pp.1 - 6, ⟨10.1109/ICTEL.2012.6221222⟩
Communication dans un congrès hal-01966018 v1

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

Walid Ayedi , Hichem Snoussi , Fethi Smach , Mohamed Abid
2012 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BIOMS), Sep 2012, Salerno, Italy. pp.1-5, ⟨10.1109/BIOMS.2012.6345773⟩
Communication dans un congrès hal-02365400 v1

Optimal placement in hybrid VANETs-sensors networks

Maher Rebai , Lyes Khoukhi , Hichem Snoussi , Faicel Hnaien
2012 Wireless Advanced (WiAd) (Formerly known as SPWC), Jun 2012, London, United Kingdom. pp.54-57
Communication dans un congrès hal-02274368 v1

Histograms of Optical Flow Orientation for Visual Abnormal Events Detection

Tian Wang , Hichem Snoussi
2012 9th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2012, Beijing, China. pp.13-18, ⟨10.1109/AVSS.2012.39⟩
Communication dans un congrès hal-02319094 v1

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

Abdelkader Miraoui , Kais Mabrouk , Hichem Snoussi , Asmaa Amerhaye , Jacques Duchene
2011 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), May 2011, Tipaza, Algeria. pp.392-395
Communication dans un congrès hal-02284295 v1

Multi-objective optimization in wireless sensors networks

Matthieu Le Berre , Faicel Hnaien , Hichem Snoussi
2011 23rd International Conference on Microelectronics (ICM), Dec 2011, Hammamet, Tunisia. pp.1-4, ⟨10.1109/ICM.2011.6177401⟩
Communication dans un congrès hal-02353185 v1

Grid features based visual tracking

Yi Zhou , Hichem Snoussi , Shibao Zheng
2011 IEEE International Conference on Computer Science and Automation Engineering (CSAE), Jun 2011, Shanghai, China. pp.247-250, ⟨10.1109/CSAE.2011.5952844⟩
Communication dans un congrès hal-02318963 v1

Collaborative human tracking with local features in the surveillant camera networks

Yi Zhou , Hichem Snoussi , Shibao Zheng
IET International Conference on Smart and Sustainable City (ICSSC 2011), Jul 2011, Shanghai, China. pp.48-48, ⟨10.1049/cp.2011.0308⟩
Communication dans un congrès hal-02304410 v1

Secure quantized target tracking in wireless sensor networks

Majdi Mansouri , Lyes Khoukhi , Hichem Snoussi
2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.713-718, ⟨10.1109/IWCMC.2011.5982634⟩
Communication dans un congrès hal-02870436 v1

Building Regionally Spatial Appearance Model by Topological Color Histogram

Yi Zhou , Shibao Zheng , Hichem Snoussi
2011 IEEE 14th International Conference on Computational Science and Engineering (CSE), Aug 2011, Dalian, China. pp.52-56, ⟨10.1109/CSE.2011.23⟩
Communication dans un congrès hal-02304281 v1

Variational methods for spectral unmixing of hyperspectral unmixing

Olivier Eches , Nicolas Dobigeon , Jean-Yves Tourneret , Hichem Snoussi
International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), IEEE, May 2011, Prague, Czech Republic. pp.957--960, ⟨10.1109/ICASSP.2011.5946564⟩
Communication dans un congrès hal-04241310 v1

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

Majdi Mansouri , Faicel Hnaien , Hichem Snoussi , Cédric Richard
2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.69-72, ⟨10.1109/SSP.2011.5967798⟩
Communication dans un congrès hal-02362058 v1
Image document

Wireless sensor networks in biomedical: body area networks

Paul Honeine , Farah Mourad-Chehade , Maya Kallas , Hichem Snoussi , Hassan Amoud et al.
Proc. 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), 2011, Tipaza, Algeria. pp.388-391, ⟨10.1109/WOSSPA.2011.5931518⟩
Communication dans un congrès hal-01966032 v1

On the surface EMG signal reconstruction using blind source separation

Abdelkader Miraoui , Hichem Snoussi , Jacques Duchene
2011 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), May 2011, Tipaza, Algeria. pp.199-202, ⟨10.1109/WOSSPA.2011.5931451⟩
Communication dans un congrès hal-02356160 v1

Méthodes variationnelles pour le démélange d'images hyperspectrales

Olivier Eches , Nicolas Dobigeon , Jean-Yves Tourneret , Hichem Snoussi
Colloque du Groupe de Recherche et d'Etudes du Traitement du Signal et des Images, Sep 2011, Bordeaux, France. (support électronique)
Communication dans un congrès hal-04246295 v1

Optimal path selection for quantized target tracking in distributed sensor networks

Majdi Mansouri , Hichem Snoussi , Cédric Richard
2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.1849-1853
Communication dans un congrès hal-02274364 v1

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

Majdi Mansouri , Lyes Khoukhi , Hichem Snoussi , Cédric Richard
2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.1837-1842
Communication dans un congrès hal-02274644 v1
Image document

On the detection of elderly equilibrium degradation using multivariate-EMD

Abdelkader Miraoui , Hichem Snoussi , Jacques Duchene , Nourddine Azzaoui
IEEE GLOBECOM Workshops, 2010, Miami, United States. pp.2049 - 2053, ⟨10.1109/GLOCOMW.2010.5700305⟩
Communication dans un congrès hal-00733009 v1

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

Farah Mourad-Chehade , Hichem Snoussi , Cédric Richard
2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Jul 2011, Istanbul, Turkey. pp.1843-1848, ⟨10.1109/IWCMC.2011.5982815⟩
Communication dans un congrès hal-02563868 v1

Guaranteed localization using reliability of measurements in imperfect mobile sensor networks

Farah Mourad-Chehade , Hichem Snoussi
ESREL 2011, Sep 2011, Troyes, France. pp.557-565, ⟨10.1201/b11433-78⟩
Communication dans un congrès hal-02563881 v1

Blind separation of noisy convolutive sources

Abdelkader Miraoui , Hichem Snoussi , Abderrazek Abdaoui , Jacques Duchene
2011 IEEE GCC Conference and Exhibition (GCC), Feb 2011, Dubai, United Arab Emirates. pp.493-496, ⟨10.1109/IEEEGCC.2011.5752590⟩
Communication dans un congrès hal-02269684 v1

Variational methods for spectral unmixing of hyperspectral images

Olivier Eches , Nicolas Dobigeon , Jean-Yves Tourneret , Hichem Snoussi
2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. pp.957-960, ⟨10.1109/ICASSP.2011.5946564⟩
Communication dans un congrès hal-02366094 v1

VigiRes'Eau : Surveillance en temps réel de la qualité de l'eau potable d'un réseau de distribution en vue de la détection d'intrusions

Lionel Fillatre , Paul Honeine , Igor V. Nikiforov , Cédric Richard , Hichem Snoussi et al.
Workshop Interdisciplinaire sur la Sécurité Globale (WISG 2013), Jan 2011, Troyes, France
Communication dans un congrès hal-02632317 v1

A single-target tracking algorithm in controlled mobility sensor networks

Farah Mourad-Chehade , Hicham Chehade , Hichem Snoussi , Farouk Yalaoui , Lionel Amodeo et al.
2011 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), May 2011, Tipaza, Algeria. pp.371-374
Communication dans un congrès hal-02290458 v1

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

David Hewson , Neeraj Kumar Singh , Hichem Snoussi , Jacques Duchene
2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010), Aug 2010, Buenos Aires, Argentina. pp.3678-3681, ⟨10.1109/IEMBS.2010.5627649⟩
Communication dans un congrès hal-02304399 v1

Optimal path and sensor selection for target tracking in wireless sensor networks

Majdi Mansouri , Hichem Snoussi , Moez Esseghir , Cédric Richard
MAXENT Workshop, Jul 2010, Chamonix, France
Communication dans un congrès hal-02613335 v1

Joint Multiple Target Tracking and Channel Estimation in Wireless Sensor Networks

Majdi Mansouri , Hichem Snoussi , Cédric Richard
GLOBECOM 2010 - 2010 IEEE Global Communications Conference, Dec 2010, Miami, United States. pp.1-5, ⟨10.1109/GLOCOM.2010.5683477⟩
Communication dans un congrès hal-02325485 v1

Sensors Network Management for Health Condition Data Coverage on Large-scale Infrastructures

Kondo-Hloindo Adjallah , Nancy Vargas Lozano , Hichem Snoussi
First IFAC Workshop on Advanced Maintenance Engineering, Services and Technology - A-MEST'10, Jul 2010, Lisbon, Portugal. ⟨10.3182/20100701-2-PT-4012.00021⟩
Communication dans un congrès inria-00601234 v1
Image document

Distributed learning with kernels in wireless sensor networks for physical phenomena modeling and tracking

Cédric Richard , Paul Honeine , Hichem Snoussi , André Ferrari , Céline Theys
Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2010, Honolulu (Hawaii), USA, United States
Communication dans un congrès hal-01966044 v1
Image document

Techniques d'apprentissage non-linéaires en ligne avec contraintes de positivité

Jie Chen , Cédric Richard , Paul Honeine , Hichem Snoussi , Henri Lantéri et al.
Actes de la VI-ème Conférence Internationale Francophone d'Automatique (CIFA), 2010, Nancy, France
Communication dans un congrès hal-01966043 v1

Robust target tracking with quantized proximity sensors

Majdi Mansouri , Hichem Snoussi , Cédric Richard
IEEE 5th International Symposium on Wireless Pervasive Computing 2010, May 2010, Modena, Italy. pp.278-282, ⟨10.1109/ISWPC.2010.5483717⟩
Communication dans un congrès hal-02362090 v1
Image document

Auto-localisation dans les réseaux de capteurs sans fil par régression de matrices de Gram

Paul Honeine , Cédric Richard , Hichem Snoussi , Mehdi Essoloh
Actes du 22-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2009, Dijon, France
Communication dans un congrès hal-01966051 v1

Détection de dégradation de l¿équilibre chez les personnes âgées

Abdelkader Miraoui , Nourddine Azzaoui , Hichem Snoussi , Jacques Duchene
Congès SFTAG 2009, Nov 2009, Troyes, France
Communication dans un congrès hal-02870501 v1

Nécessité d’une approche systémique de l’étude de la sécurité

Kondo Hloindo Adjallah , Hichem Snoussi , B. Birregah
Workshop International DMD'2009 Diagnostic et Maintenance Décentralisée : Maîtrise des Infrastructures des Eaux et des Energies Renouvelables, Apr 2009, Yaoundé, Cameroun
Communication dans un congrès hal-03091013 v1

An enhanced empirical modal decomposition without sifting

Nourddine Azzaoui , Hichem Snoussi , Jacques Duchene
2009 IEEE/SP 15th Workshop on Statistical Signal Processing (SSP), Aug 2009, Cardiff, United Kingdom. pp.796-799, ⟨10.1109/SSP.2009.5278474⟩
Communication dans un congrès hal-02297522 v1
Image document

Stochastic Filtering with Networked Sensing

Hana Baili , Hichem Snoussi
IEEE 70th Vehicular Technology Conference (VTC'09), Sep 2009, Anchorage, United States. ⟨10.1109/VETECF.2009.5379078⟩
Communication dans un congrès hal-00424403 v1
Image document

Apprentissage non-linéaire en ligne dans les réseaux de capteurs sans fil

Mehdi Essoloh , Paul Honeine , Cédric Richard , Hichem Snoussi
Actes du 22-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2009, Dijon, France
Communication dans un congrès hal-01966050 v1

A nonlinear estimation for target tracking in wireless sensor networks using quantized variational filtering

Majdi Mansouri , Hichem Snoussi , Cédric Richard
2009 3rd International Conference on Signals, Circuits and Systems (SCS 2009), Nov 2009, Medenine, Tunisia. pp.1-4
Communication dans un congrès hal-02290327 v1

Nonlinear chaotic component extraction for postural stability analysis

Hichem Snoussi , David Hewson , Jacques Duchene
2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sep 2009, Minneapolis, United States. pp.31-34, ⟨10.1109/IEMBS.2009.5335020⟩
Communication dans un congrès hal-02353837 v1

Recurrence Quantification Analysis of Sustained Sub-maximal Grip Force in Patients with Glycogen Storage Disease type III

Ke Li , David Hewson , Hichem Snoussi , Jacques Duchene , Jean-Yves Hogrel
7th IFAC Symposium on Modelling and Control in Biomedical Systems (including Biological Systems), Aug 2009, Aalborg, Denmark. pp.383-388, ⟨10.3182/20090812-3-DK-2006.0069⟩
Communication dans un congrès hal-02870459 v1

Model-Free Interval-Based Localization in Manets

Farah Mourad-Chehade , Hichem Snoussi , Fahed Abdallah , Cédric Richard
IEEE DSP'09, Jan 2009, Marco Island, United States. pp.474-479, ⟨10.1109/DSP.2009.4785970⟩
Communication dans un congrès hal-00450251 v1

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

Jing Teng , Hichem Snoussi , Cédric Richard , Yi Zhou
2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2009, Aruba, Caribbean Netherlands. pp.368-371, ⟨10.1109/CAMSAP.2009.5413254⟩
Communication dans un congrès hal-02319131 v1
Image document

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

Paul Honeine , Cédric Richard , José C. M. Bermudez , Hichem Snoussi , Mehdi Essoloh et al.
Proc. 34th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2009, Taipei, Taiwan. pp.2861-2864, ⟨10.1109/ICASSP.2009.4960220⟩
Communication dans un congrès hal-01966048 v1

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

Ram Bilas Pachori , David Hewson , Hichem Snoussi , Jacques Duchene
ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.537-540, ⟨10.1109/ICASSP.2009.4959639⟩
Communication dans un congrès hal-02358736 v1

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

Jing Teng , Hichem Snoussi , Cédric Richard
ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2233-2236, ⟨10.1109/ICASSP.2009.4960063⟩
Communication dans un congrès hal-02307528 v1

Data-driven online variational filtering in wireless sensor networks

Hichem Snoussi , Jean-Yves Tourneret , Petar Djuric , Cédric Richard
ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2413-2416, ⟨10.1109/ICASSP.2009.4960108⟩
Communication dans un congrès hal-02307462 v1

One-class support vector machine for joint variable selection and detection of postural balance degradation

Hassan Amoud , Hichem Snoussi , David Hewson , Jacques Duchene
4th European Congress for Medical and Biomedical Engineering (EMBEC), Nov 2008, Antwerp, Belgium. pp.204-207, ⟨10.1007/978-3-540-89208-3_51⟩
Communication dans un congrès istex hal-02870474 v1

Detection of the critical point interval of postural control strategy using wavelet transform analysis

Neeraj Kumar Singh , Hichem Snoussi , David Hewson , Jacques Duchene
2nd International Conference on Bio-Inspired Systems and Signal Processing (Biosignals 2009), Jan 2009, Porto, Portugal
Communication dans un congrès hal-02870468 v1

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

Farah Mourad-Chehade , Hichem Snoussi , Fahed Abdallah , Cédric Richard
Colloque Gretsi 2009, Sep 2009, Dijon, France. 4 p
Communication dans un congrès hal-00450250 v1

Monte Carlo Tracking on the Riemannian Manifold of Multivariate Normal Distributions

Hichem Snoussi , Cédric Richard
2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, Jan 2009, Marco Island, United States. pp.280-285, ⟨10.1109/DSP.2009.4785935⟩
Communication dans un congrès hal-02353065 v1

Intrinsic Mode Entropy for postural steadiness analysis

Hassan Amoud , Hichem Snoussi , David Hewson , Jacques Duchene
4th European Congress for Medical and Biomedical Engineering (EMBEC), Nov 2008, Antwerp, Belgium. pp.212-215, ⟨10.1007/978-3-540-89208-3_53⟩
Communication dans un congrès istex hal-02870486 v1

Fragment-based variational visual tracking

Yi Zhou , Hichem Snoussi , Shibao Zheng , Cédric Richard , Jing Teng
2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2009, Aruba, Netherlands. pp.376-379, ⟨10.1109/CAMSAP.2009.5413252⟩
Communication dans un congrès hal-02317801 v1

Joint adaptive quantization and fading channel estimation for target tracking in wireless sensor networks

Majdi Mansouri , Hichem Snoussi , Cédric Richard
2009 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2009), Dec 2009, Ajman, United Arab Emirates. pp.612-615, ⟨10.1109/ISSPIT.2009.5407552⟩
Communication dans un congrès hal-02325380 v1

Empirical Mode Decomposition for vectorial bi-dimensional signals

Nourddine Azzaoui , Abdelkader Miraoui , Hichem Snoussi , Jacques Duchene
2009 International Workshop on Multidimensional (nD) Systems (nD, Jun 2009, Thessaloniki, Greece. pp.1-4, ⟨10.1109/NDS.2009.5191553⟩
Communication dans un congrès hal-02870463 v1
Image document

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
Proc. 16th European Conference on Signal Processing (EUSIPCO), 2008, Lausanne, Switzerland. pp.1-5
Communication dans un congrès hal-01966055 v1

Analysis of center of pressure signals using Empirical Mode Decomposition and Fourier-Bessel expansion

Ram Bilas Pachori , David Hewson , Hichem Snoussi , Jacques Duchene
TENCON 2008 - 2008 IEEE Region 10 Conference (TENCON), Nov 2008, Hyderabad, India. pp.1-6, ⟨10.1109/TENCON.2008.4766596⟩
Communication dans un congrès hal-02297608 v1

GMRES Interference Canceller for MIMO Relay Network

Abderrazek Abdaoui , Marion Berbineau , Hichem Snoussi
IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference, Nov 2008, New Orleans, United States. pp.1-5
Communication dans un congrès hal-02269693 v1

Distributed learning in wireless sensor networks

Cédric Richard , Paul Honeiné , Hichem Snoussi , Mehdi Essoloh , José Carlos M. Bermudez
5th Workshop on Sensor Networks, Nov 2008, Toulouse, France
Communication dans un congrès hal-02870422 v1
Image document

Localization in sensor networks - A matrix regression approach

Paul Honeine , Cédric Richard , Mehdi Essoloh , Hichem Snoussi
Proc. 5th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2008, Darmstadt, Germany. pp.284-287, ⟨10.1109/SAM.2008.4606873⟩
Communication dans un congrès hal-01966052 v1
Image document

Distributed regression in sensor networks with a reduced-order kernel model

Paul Honeine , Mehdi Essoloh , Cédric Richard , Hichem Snoussi
Proc. 51st IEEE GLOBECOM Global Communications Conference, 2008, New Orleans, LA, USA, United States. pp.1-5, ⟨10.1109/GLOCOM.2008.ECP.29⟩
Communication dans un congrès hal-01966053 v1

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

Jing Teng , Hichem Snoussi , Cédric Richard
2008 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland
Communication dans un congrès hal-02366090 v1

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

Farah Mourad-Chehade , Hichem Snoussi , Fahed Abdallah , Cédric Richard
IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference, Nov 2008, New Orleans, United States. pp.1-5, ⟨10.1109/GLOCOM.2008.ECP.87⟩
Communication dans un congrès hal-02318971 v1
Image document

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

Paul Honeine , Cédric Richard , José C. M. Bermudez , Hichem Snoussi
Proc. 42nd Annual Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 2008, Pacific Grove, CA, USA, United States. pp.246-250, ⟨10.1109/ACSSC.2008.5074401⟩
Communication dans un congrès hal-01966054 v1

Hilbert-Huang Transformation: Application to Postural Stability Analysis

Hassan Amoud , Hichem Snoussi , David Hewson , Jacques Duchene
2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.1562-1565, ⟨10.1109/IEMBS.2007.4352602⟩
Communication dans un congrès hal-02319088 v1

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

Hassan Amoud , Hichem Snoussi , David Hewson , Jacques Duchene
21e colloque GRETSI sur le traitement du signal et des images, Sep 2007, Troyes, France
Communication dans un congrès hal-02870494 v1

Anchor-Based Distributed Localization Inwireless Sensor Networks

Mehdi Essoloh , Cédric Richard , Hichem Snoussi
2007 IEEE/SP 14th Workshop on Statistical Signal Processing, Aug 2007, Madison, United States. pp.393-397, ⟨10.1109/SSP.2007.4301287⟩
Communication dans un congrès hal-02297667 v1

Prediction-Based Proactive Cluster Target Tracking Protocol for Binary Sensor Networks

Jing Teng , Hichem Snoussi , Cédric Richard
2007 IEEE International Symposium on Signal Processing and Information Technology, Dec 2007, Giza, Egypt. pp.234-239, ⟨10.1109/ISSPIT.2007.4458178⟩
Communication dans un congrès hal-02358797 v1

GMRES Interference Canceler for doubly iterative MIMO system with a Large Number of Antennas

Abderrazek Abdaoui , Marion Berbineau , Hichem Snoussi
2007 IEEE International Symposium on Signal Processing and Information Technology, Dec 2007, Giza, Egypt. pp.449-453
Communication dans un congrès hal-02269689 v1

Binary Variational Filtering for Target Tracking in Sensor Networks

Jing Teng , Hichem Snoussi , Cédric Richard
2007 IEEE/SP 14th Workshop on Statistical Signal Processing, Aug 2007, Madison, United States. pp.685-689, ⟨10.1109/SSP.2007.4301346⟩
Communication dans un congrès hal-02304268 v1

Information-theoretic node scheduling in collaborative sensor networks

Hichem Snoussi , Cédric Richard
2007 9th International Symposium on Signal Processing and Its Applications (ISSPA), Feb 2007, Sharjah, United Arab Emirates. pp.1-4, ⟨10.1109/ISSPA.2007.4555503⟩
Communication dans un congrès hal-02319942 v1

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

Hichem Snoussi , Cédric Richard
IEEE Globecom 2006, Nov 2006, San Francisco, United States. pp.1-6, ⟨10.1109/GLOCOM.2006.498⟩
Communication dans un congrès hal-02366196 v1

Ensemble Learning Online Filtering in Wireless Sensor Networks

Hichem Snoussi , Cédric Richard
2006 10th IEEE Singapore International Conference on Communication Systems, Oct 2006, Singapore, Singapore. pp.1-5, ⟨10.1109/ICCS.2006.301437⟩
Communication dans un congrès hal-02308864 v1

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

Hichem Snoussi , Hassan Amoud , Michel Doussot , David Hewson , Jacques Duchene
Conference Proceedings. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2006, New York, United States. pp.4584-4589, ⟨10.1109/IEMBS.2006.259922⟩
Communication dans un congrès hal-02359047 v1

Component separation for Cosmic Microwave Background data : a blind approach based on spectral diversity

G. Patanchon , Hichem Snoussi , J-F. Cardoso , J. Delabrouille
Workshop on Physics in Signal and Image Processing 3, Jan 2003, Grenoble, France
Communication dans un congrès in2p3-00013720 v1

MCMC joint separation and segmentation of hidden Markov fields

Hichem Snoussi , Ali Mohammad-Djafari
2002, pp.485-494
Communication dans un congrès hal-00119184 v1

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

J-F. Cardoso , Hichem Snoussi , J. Delabrouille , G. Patanchon
European Signal Processing Conference 11, Sep 2002, Toulouse, France
Communication dans un congrès in2p3-00012625 v1

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

Hichem Snoussi , Ali Mohammad-Djafari
2001, pp.388-406
Communication dans un congrès hal-00119183 v1

Bayesian blind component separation for cosmic microwave backgroung observations

Hichem Snoussi , G. Patanchon , J.F. Macias-Perez , Mohammad-Djafari Ali , J. Delabrouille
MAXENT 2001: International Workshop on Bayesian Inference and Maximum Entropy Methods in Science Engineering 21, Aug 2001, Baltimore, United States. pp.125-140
Communication dans un congrès in2p3-00012665 v1

MALICE : Localisation de sources polluantes depuis un réseau de capteurs

François Septier , Yves Delignon , Patrick Armand , Hichem Snoussi , Paul Honeiné
GIS 3SGS 2011 : 4ème Workshop du Groupement d'Intérêt Scientifique «Surveillance, Sûreté, Sécurité des Grands Systèmes»), Oct 2011, Valenciennes, France
Poster de conférence hal-02870517 v1

Kernel variational approach for target tracking in a wireless sensor network

Hichem Snoussi , Paul Honeine , Cédric Richard
Jean-François Giovannelli and Jérôme Idier. Regularization and bayesian methods for inverse problems in signal and image processing, 10, Wiley-ISTE, pp.251 - 265, 2015, Digital signal and image processing series, 978-1-84821-637-2
Chapitre d'ouvrage hal-01964949 v1
Image document

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

Hichem Snoussi , Paul Honeine , Cédric Richard
Jean-François Giovannelli and Jérôme Idier. Méthodes d'inversion appliquées au traitement du signal et de l'image, Hermes, pp.273 - 288, 2013
Chapitre d'ouvrage hal-01964952 v1

Routing Optimization and Secure Target Tracking in Distributed Wireless Sensor Networks

Majdi Mansouri , Lyes Khoukhi , Hichem Snoussi , Cédric Richard
Wireless Sensor Networks and Energy Efficiency, IGI Global, pp.396-419, 2012, ⟨10.4018/978-1-4666-0101-7.ch019⟩
Chapitre d'ouvrage hal-02274691 v1

Factors that May Influence the Performance of Wireless Sensor Networks

Majdi Mansouri , Ahmad Sardouk , Leila Merghem-Boulahia , Dominique Gaïti , Hichem Snoussi et al.
Smart Wireless Sensor Networks, InTech, 2010
Chapitre d'ouvrage hal-02273260 v1

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 Hewson , Jacques Duchene
Biomedical Engineering Systems and Technologies, pp.235-244, 2010, ⟨10.1007/978-3-642-11721-3_18⟩
Chapitre d'ouvrage hal-02366141 v1

Image separation

Ali Mohammad-Djafari , Hichem Snoussi
Ali Mohammad-Djafari. Inverse Problems in Vision and 3D Tomography, ISTE, Wiley, pp.377-410, 2009
Chapitre d'ouvrage hal-00449797 v1

Séparation d'images

Ali Mohammad-Djafari , Hichem Snoussi
Ali Mohammad-Djafari. Problèmes inverses en imagerie et en vision, Hermes-Lavoisier, pp.391-424, 2009
Chapitre d'ouvrage hal-00449704 v1
Image document

Approche bayésienne en séparation de sources. Applications en imagerie

Hichem Snoussi
Traitement du signal et de l'image [eess.SP]. Université Paris Sud - Paris XI, 2003. Français. ⟨NNT : ⟩
Thèse tel-00009634 v1