Hichem Snoussi

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 86

Top Venues

CoRR

IWCMC

Multim. Tools Appl.

Int. J. Sens. Networks

Publications

Simon Thomine, Hichem Snoussi
Dual model knowledge distillation for industrial anomaly detection. Pattern Anal. Appl. 27 (3) (2024)
Xinzhou Zhao, Tian Wang, Yanjing Li, Baochang Zhang, Kexin Liu, Deyuan Liu, Chuanyun Wang, Hichem Snoussi
Target-Driven Visual Navigation by Using Causal Intervention. IEEE Trans. Intell. Veh. 9 (1) (2024)
Simon Thomine, Hichem Snoussi
CSE: Surface Anomaly Detection with Contrastively Selected Embedding. VISIGRAPP (2): VISAPP (2024)
Simon Thomine, Hichem Snoussi
Distillation-based fabric anomaly detection. CoRR (2024)
Yiqun Qiao, Jinhu Lü, Tian Wang, Kexin Liu, Baochang Zhang, Hichem Snoussi
A Multihead Attention Self-Supervised Representation Model for Industrial Sensors Anomaly Detection. IEEE Trans. Ind. Informatics 20 (2) (2024)
Simon Thomine, Hichem Snoussi
CSE: Surface Anomaly Detection with Contrastively Selected Embedding. CoRR (2024)
Henda Hnaien, Ahmed Aboud, Haifa Touati, Hichem Snoussi
Path Planning in UAV-Assisted Wireless Networks: A Comprehensive Survey and Open Research Issues. AINA (6) (2024)
Malak Saiem, Valeria Borodin, Faicel Hnaien, Hichem Snoussi
Predictive maintenance planning for railway systems. CiSt (2023)
Simon Thomine, Hichem Snoussi, Mahmoud Soua
MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection. CoRR (2023)
Tian Wang, Jiahui Chen, Jinhu Lü, Kexin Liu, Aichun Zhu, Hichem Snoussi, Baochang Zhang
Synchronous Spatiotemporal Graph Transformer: A New Framework for Traffic Data Prediction. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Simon Thomine, Hichem Snoussi, Mahmoud Soua
FABLE : Fabric Anomaly Detection Automation Process. ICCAD (2023)
Simon Thomine, Hichem Snoussi, Mahmoud Soua
MixedTeacher: Knowledge Distillation for Fast Inference Textural Anomaly Detection. VISIGRAPP (5: VISAPP) (2023)
Edern Viannay, Benitha Vasseur, Hichem Snoussi, Dominique Poux
Vision-based Explainable Action Recognition Model for Polluted Soil Tracking. ICCAD (2023)
Nhan Le, Hichem Snoussi, Zied Hmissi, Alain Iltis, Guillaume Lebonvallet, Ghislain Zeufack
Multi-View 3D Compton Image Reconstruction With a Generalized List-Mode MLEM Algorithm. ICIP (2023)
Simon Thomine, Hichem Snoussi, Mahmoud Soua
FABLE : Fabric Anomaly Detection Automation Process. CoRR (2023)
Tian Wang, Boyao Hou, Jiakun Li, Peng Shi, Baochang Zhang, Hichem Snoussi
TASTA: Text-Assisted Spatial and Temporal Attention Network for Video Question Answering. Adv. Intell. Syst. 5 (4) (2023)
Aichun Zhu, Zhe Zheng, Yaoying Huang, Tian Wang, Jing Jin, Fangqiang Hu, Gang Hua, Hichem Snoussi
CACrowdGAN: Cascaded Attentional Generative Adversarial Network for Crowd Counting. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Tian Wang, Jiakun Li, Huai-Ning Wu, Ce Li, Hichem Snoussi, Yang Wu
ResLNet: deep residual LSTM network with longer input for action recognition. Frontiers Comput. Sci. 16 (6) (2022)
Tian Wang, Jiaxiang Cheng, Yi Yang, Christian Esposito, Hichem Snoussi, Fei Tao
Adaptive Optimization Method in Digital Twin Conveyor Systems via Range-Inspection Control. IEEE Trans Autom. Sci. Eng. 19 (2) (2022)
Marie Njaime, Fahed Abdallah Olivier, Hichem Snoussi, Judy Akl, Charbel Chahla, Hichem Omrani
Data Cleaning to fine-tune a Transfer Learning approach for Air Quality Prediction. ISC2 (2022)
Ge Kan, Jinhu Lü, Tian Wang, Baochang Zhang, Aichun Zhu, Lei Huang, Guodong Guo, Hichem Snoussi
Bi-level Doubly Variational Learning for Energy-based Latent Variable Models. CoRR (2022)
Tian Wang, Shiye Lei, Youyou Jiang, Chang Choi, Hichem Snoussi, Guangcun Shan, Yao Fu
Accelerating temporal action proposal generation via high performance computing. Frontiers Comput. Sci. 16 (4) (2022)
Tian Wang, Boyao Hou, Zexian Li, Zhe Li, Lei Huang, Baochang Zhang, Hichem Snoussi
A Malleable Boundary Network for temporal action detection. Comput. Electr. Eng. 103 (2022)
Ge Kan, Jinhu Lü, Tian Wang, Baochang Zhang, Aichun Zhu, Lei Huang, Guodong Guo, Hichem Snoussi
Bi-level Doubly Variational Learning for Energy-based Latent Variable Models. CVPR (2022)
Tian Wang, Jiakun Li, Mengyi Zhang, Aichun Zhu, Hichem Snoussi, Chang Choi
An enhanced 3DCNN-ConvLSTM for spatiotemporal multimedia data analysis. Concurr. Comput. Pract. Exp. 33 (2) (2021)
Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun
Deep learning and handcrafted features for one-class anomaly detection in UAV video. Multim. Tools Appl. 80 (2) (2021)
Haifa Touati, Amira Chriki, Hichem Snoussi, Farouk Kamoun
Cognitive Radio and Dynamic TDMA for efficient UAVs swarm communications. Comput. Networks 196 (2021)
Qianyu Wu, Aichun Zhu, Ran Cui, Tian Wang, Fangqiang Hu, Yaping Bao, Hichem Snoussi
Pose-Guided Inflated 3D ConvNet for action recognition in videos. Signal Process. Image Commun. 91 (2021)
Tian Wang, Yang Chen, Hongqiang Lv, Jing Teng, Hichem Snoussi, Fei Tao
Online Detection of Action Start via Soft Computing for Smart City. IEEE Trans. Ind. Informatics 17 (1) (2021)
Ronghua Hu, Tian Wang, Yi Zhou, Hichem Snoussi, Abel Cherouat
FT-MDnet: A Deep-Frozen Transfer Learning Framework for Person Search. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Slim Hamdi, Samir Bouindour, Hichem Snoussi, Tian Wang, Mohamed Abid
End-to-End Deep One-Class Learning for Anomaly Detection in UAV Video Stream. J. Imaging 7 (5) (2021)
Aichun Zhu, Guoxiu Duan, Xiaomei Zhu, Lu Zhao, Yaoying Huang, Gang Hua, Hichem Snoussi
CDADNet: Context-guided dense attentional dilated network for crowd counting. Signal Process. Image Commun. 98 (2021)
Tian Wang, Yang Chen, Zhiwei Lin, Aichun Zhu, Yong Li, Hichem Snoussi, Hui Wang
RecapNet: Action Proposal Generation Mimicking Human Cognitive Process. IEEE Trans. Cybern. 51 (12) (2021)
Tian Wang, Jiakun Li, Yingjun Deng, Chuang Wang, Hichem Snoussi, Fei Tao
Digital twin for human-machine interaction with convolutional neural network. Int. J. Comput. Integr. Manuf. 34 (7-8) (2021)
Masoud PourReza, Bahram Mohammadi, Mostafa Khaki, Samir Bouindour, Hichem Snoussi, Mohammad Sabokrou
G2D: Generate to Detect Anomaly. WACV (2021)
C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
Learned versus Handcrafted Features for Person Re-identification. Int. J. Pattern Recognit. Artif. Intell. 34 (4) (2020)
Slim Hamdi, Samir Bouindour, Kais Loukil, Hichem Snoussi, Mohamed Abid
Two-streams Fully Convolutional Networks for Abnormal Event Detection in Videos. ICAART (2) (2020)
Aichun Zhu, Qianyu Wu, Ran Cui, Tian Wang, Wenlong Hang, Gang Hua, Hichem Snoussi
Exploring a rich spatial-temporal dependent relational model for skeleton-based action recognition by bidirectional LSTM-CNN. Neurocomputing 414 (2020)
Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun
UAV-based Surveillance System: an Anomaly Detection Approach. ISCC (2020)
Slim Hamdi, Hichem Snoussi, Mohamed Abid
Fine-Tuning a Pre-trained CAE for Deep One Class Anomaly Detection in Video Footage. MedPRAI (2020)
Tian Wang, Meina Qiao, Mengyi Zhang, Yi Yang, Hichem Snoussi
Data-driven prognostic method based on self-supervised learning approaches for fault detection. J. Intell. Manuf. 31 (7) (2020)
Tian Wang, Meina Qiao, Aichun Zhu, Guangcun Shan, Hichem Snoussi
Abnormal event detection via the analysis of multi-frame optical flow information. Frontiers Comput. Sci. 14 (2) (2020)
Masoud PourReza, Bahram Mohammadi, Mostafa Khaki, Samir Bouindour, Hichem Snoussi, Mohammad Sabokrou
G2D: Generate to Detect Anomaly. CoRR (2020)
Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghédira
Linear models for total coverage problem with connectivity constraints using multiple unmanned aerial vehicles. Int. J. Sens. Networks 34 (1) (2020)
Weikuang Li, Tian Wang, Chuanyun Wang, Guangcun Shan, Mengyi Zhang, Hichem Snoussi
Region based Ensemble Learning Network for Fine-grained Classification. CoRR (2019)
Samira Chouikhi, Leïla Merghem-Boulahia, Moez Esseghir, Hichem Snoussi
A Game-Theoretic Multi-Level Energy Demand Management for Smart Buildings. IEEE Trans. Smart Grid 10 (6) (2019)
Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi
ThermCont: A machine Learning enabled Thermal Comfort Control Tool in a real time. IWCMC (2019)
Tian Wang, Ruoxi Qin, Yang Chen, Hichem Snoussi, Chang Choi
A reinforcement learning approach for UAV target searching and tracking. Multim. Tools Appl. 78 (4) (2019)
Tian Wang, Zichen Miao, Yuxin Chen, Yi Zhou, Guangcun Shan, Hichem Snoussi
AED-Net: An Abnormal Event Detection Network. CoRR (2019)
Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun
FANET: Communication, mobility models and security issues. Comput. Networks 163 (2019)
Souad BelMannoubi, Haifa Touati, Hichem Snoussi
Stacked Auto-Encoder for Scalable Indoor Localization in Wireless Sensor Networks. IWCMC (2019)
Tian Wang, Shiye Lei, Youyou Jiang, Zihang Deng, Xin Su, Hichem Snoussi, Chang Choi
Improving temporal action proposal generation by using high performance computing. CoRR (2019)
Yi Zhou, Tian Wang, Ronghua Hu, Hang Su, Yi Liu, Xiaoming Liu, Jidong Suo, Hichem Snoussi
Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data. IEEE Trans. Signal Process. 67 (14) (2019)
C. Chahla, Hichem Snoussi, Leïla Merghem, Moez Esseghir
A Novel Approach for Anomaly Detection in Power Consumption Data. ICPRAM (2019)
Chuang Wang, Jiakun Li, Tian Wang, Peng Shi, Hichem Snoussi, Xin Su
Abnormal object detection and recognition in the complex construction site via cloud computing. RACS (2019)
Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun
UAV-GCS Centralized Data-Oriented Communication Architecture for Crowd Surveillance Applications. IWCMC (2019)
Tian Wang, Meina Qiao, Zhiwei Lin, Ce Li, Hichem Snoussi, Zhe Liu, Chang Choi
Generative Neural Networks for Anomaly Detection in Crowded Scenes. IEEE Trans. Inf. Forensics Secur. 14 (5) (2019)
Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun
Centralized Cognitive Radio Based Frequency Allocation for UAVs Communication. IWCMC (2019)
Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghédira
Coverage Optimization using Multiple Unmanned Aerial Vehicles with Connectivity Constraint. IWCMC (2019)
Slim Hamdi, Samir Bouindour, Kais Loukil, Hichem Snoussi, Mohamed Abid
Hybrid deep learning and HOF for Anomaly Detection. CoDIT (2019)
Yinghong Fang, Guangcun Shan, Xin Li, Wenliang Liu, Tian Wang, Hichem Snoussi
HE-SLAM: a Stereo SLAM System Based on Histogram Equalization and ORB Features. CoRR (2019)
Mohamad Mazen Hittawe, Shehzad Afzal, Tahira Jamil, Hichem Snoussi, Ibrahim Hoteit, Omar M. Knio
Abnormal events detection using deep neural networks: application to extreme sea surface temperature detection in the Red Sea. J. Electronic Imaging 28 (2) (2019)
Ronghua Hu, Samir Bouindour, Hichem Snoussi, Abel Cherouat, Charbel Chahla
Multiple Cues Association for Multiple Object Tracking Based on Convolutional Neural Network. AIKE (2019)
Samir Bouindour, Ronghua Hu, Hichem Snoussi
Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams. AIKE (2019)
Valeria Borodin, Hichem Snoussi, Faicel Hnaien, Nacima Labadie
Signal processing on graphs: Case of sampling in Paley-Wiener spaces. Signal Process. 152 (2018)
Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi
Indoor Thermal Comfort Collection of People with Physical Disabilities. ISNCC (2018)
Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi
ThingsGame: when sending data rate depends on the data usefulness in IoT networks. IWCMC (2018)
Tian Wang, Meina Qiao, Aichun Zhu, Yida Niu, Ce Li, Hichem Snoussi
Abnormal event detection via covariance matrix for optical flow based feature. Multim. Tools Appl. 77 (13) (2018)
Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghédira
Solving the Total Coverage Problem using a Multiple Mobile Sensor Network. ICM (2018)
Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi
Multi-Shot Human Re-Identification for the Security in Video Surveillance Systems. WETICE (2018)
Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi
A new method of video-surveillance data analytics for the security in camera networks. IINTEC (2017)
Amira Chriki, Haifa Touati, Hichem Snoussi
SVM-based indoor localization in Wireless Sensor Networks. IWCMC (2017)
Tian Wang, Yang Chen, Mengyi Zhang, Jie Chen, Hichem Snoussi
Internal Transfer Learning for Improving Performance in Human Action Recognition for Small Datasets. IEEE Access 5 (2017)
Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi
Multi-shot human re-identification using a fast multi-scale video covariance descriptor. Eng. Appl. Artif. Intell. 65 (2017)
Yang Chen, Tian Wang, Jiakun Li, Xiaowei Lv, Hichem Snoussi
Human Action Recognition Based on Sub-data Learning. CCCV (3) (2017)
C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization. Eng. Appl. Artif. Intell. 58 (2017)
Samir Bouindour, Mohamad Mazen Hittawe, Sandy Mahfouz, Hichem Snoussi
Abnormal event detection using convolutional neural networks and 1-class SVM classifier. ICDP (2017)
Fadi Dornaika, Charbel Chahla, Fawzi Khattar, Fahed Abdallah, Hichem Snoussi
Discriminant sparse label-sensitive embedding: Application to image-based face pose estimation. Eng. Appl. Artif. Intell. 50 (2016)
Charbel Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
Exploiting color cues to improve person re-identification. ICDP (2016)
Meina Qiao, Tian Wang, Yuan Dong, Jingang Shi, Jing Teng, Hichem Snoussi
Real time Object Tracking based on Local Texture Feature with Correlation Filter. DSP (2016)
Matthieu Le Berre, Maher Rebai, Faicel Hnaien, Hichem Snoussi
A bi-objective model for wireless sensor deployment considering coverage and tracking applications. Int. J. Sens. Networks 22 (1) (2016)
Ruoxi Qin, Tian Wang, Haotian Jiang, Qianhong Yan, Weikang Wang, Hichem Snoussi
Cooperative target searching and tracking via UCT with probability distribution model. DSP (2016)
Maher Rebai, Hasan Murat Afsar, Hichem Snoussi
Exact methods for sensor deployment problem with connectivity constraint in wireless sensor networks. Int. J. Sens. Networks 21 (3) (2016)
Oussama Ghorbel, Abdulfattah Mohammad Obeid, Mohamed Abid, Hichem Snoussi
One class outlier detection method in wireless sensor networks: Comparative study. SoftCOM (2016)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Hichem Snoussi
Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Yuqi Zhang, Tian Wang, Meina Qiao, Aichun Zhu, Ce Li, Hichem Snoussi
Detection of Abnormal Event in Complex Situations Using Strong Classifier Based on BP Adaboost. ICIC (2) (2016)
Tian Wang, Hichem Snoussi
Detection of Abnormal Events via Optical Flow Feature Analysis. Sensors 15 (4) (2015)
Alain Iltis, Hichem Snoussi
The Temporal PET Camera: A New Concept With High Spatial and Timing Resolution for PET Imaging. J. Imaging 1 (1) (2015)
Nicolas Chrysanthos, Pierre Beauseroy, Hichem Snoussi, Edith Grall-Maës
Theoretical properties and implementation of the one-sided mean kernel for time series. Neurocomputing 169 (2015)
Aichun Zhu, Hichem Snoussi, Tian Wang, Abel Cherouat
Human pose estimation with multiple mixture parts model based on upper body categories. J. Electronic Imaging 24 (4) (2015)
Matthieu Le Berre, Maher Rebai, Faicel Hnaien, Hichem Snoussi
A Specific Heuristic Dedicated to a Coverage/Tracking Bi-objective Problem for Wireless Sensor Deployment. Wirel. Pers. Commun. 84 (3) (2015)
Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi
A spatio-temporal covariance descriptor for person re-identification. ISDA (2015)
Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi
Kernel-based machine learning using radio-fingerprints for localization in wsns. IEEE Trans. Aerosp. Electron. Syst. 51 (2) (2015)
Maher Rebai, Matthieu Le Berre, Hichem Snoussi, Faicel Hnaien, Lyes Khoukhi
Sensor deployment optimization methods to achieve both coverage and connectivity in wireless sensor networks. Comput. Oper. Res. 59 (2015)
Tian Wang, Jie Chen, Paul Honeine, Hichem Snoussi
Abnormal Event Detection via Multikernel Learning for Distributed Camera Networks. Int. J. Distributed Sens. Networks 11 (2015)
Oussama Ghorbel, Mohamed Wassim Jmal, Mohamed Abid, Hichem Snoussi
Distributed and Efficient One-Class Outliers Detection Classifier in Wireless Sensors Networks. WWIC (2015)
Tian Wang, Keyu Lai, Ce Li, Hichem Snoussi
Joint Abnormal Blob Detection and Localization Under Complex Scenes. ICIC (1) (2015)
Aichun Zhu, Hichem Snoussi, Abel Cherouat
Articulated pose estimation via multiple mixture parts model. AVSS (2015)
Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi
Decentralized localization using radio-fingerprints and accelerometer in WSNs. IEEE Trans. Aerosp. Electron. Syst. 51 (1) (2015)
Oussama Ghorbel, Mohamed Abid, Hichem Snoussi
A Novel Outlier Detection Model Based on One Class Principal Component Classifier in Wireless Sensor Networks. AINA (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hichem Snoussi