Hichem Snoussi

204 papers A* 1A 4B 21C 10Misc 7Journal 109Unranked 52
YearRankTypeTitle / Venue / Authors
2026 J jnl
CVC-Net: A Cross-View Consistency Network for Noise-Generalization Fault Diagnosis.
IEEE Signal Process. Lett.
Jiarui Zhang, Tian Wang, Hetian Feng, Jintong Wang, Jinghe Zhao, Hichem Snoussi
2026 J jnl
Detector-Augmented SAMURAI for Long-Duration Drone Tracking.
CoRR
Tamara R. Lenhard, Andreas Weinmann, Hichem Snoussi, Tobias Koch
2026 J jnl
Edge-Optimized Multimodal Learning for UAV Video Understanding via BLIP-2.
CoRR
Yizhan Feng, Hichem Snoussi, Jing Teng, Jian Liu, Yuyang Wang, Abel Cherouat, Tian Wang
2026 J jnl
Hybrid Distillation with CoT Guidance for Edge-Drone Control Code Generation.
CoRR
Yizhan Feng, Hichem Snoussi, Yuhang Wang, Jing Teng, Abel Cherouat, Tian Wang
2026 J jnl
Large Language Models to Enhance Multi-task Drone Operations in Simulated Environments.
CoRR
Yizhan Feng, Hichem Snoussi, Jing Teng, Abel Cherouat, Tian Wang
2026 J jnl
Statistical modeling and likelihood ratio testing for resampling detection in TIFF images.
Signal Process.
Nhan Le, Florent Retraint, Hichem Snoussi
2026 J jnl
Taking Astray Domain Back Home for Single-Source Domain Generalizable Text-to-Image Person Retrieval.
IEEE Trans. Image Process.
Guan-Nan Dong, Yumeng Yang, Zijie Wang, Aichun Zhu, Hao Wang, Yuanfei Dai, Tian Wang, Hichem Snoussi
2026 J jnl
Unsupervised Anomaly Detection via Brownian Feature Trajectories and Stochastic Geometry.
IEEE Signal Process. Lett.
Redwane Ait-Ouammi, Ahmad W. Bitar, Hichem Snoussi, Alain Staron
2026 J jnl
Vision-Language Model for Accurate Crater Detection.
CoRR
Patrick Bauer, Marius Schwinning, Florian Renk, Andreas Weinmann, Hichem Snoussi
2025 — conf
Balance Orthogonal Projection for Prompt in Continual Learning.
PRCV (2)
Junjian Ren, Tian Wang, Aichun Zhu, Chuanyun Wang, Yutong Jiang, Nadia Bali, Hichem Snoussi
2025 J jnl
Grasping With Occlusion-Aware Ally Method in Complex Scenes.
IEEE Trans Autom. Sci. Eng.
Lulu Li, Abel Cherouat, Hichem Snoussi, Tian Wang
2025 J jnl
Hybrid AI Pipeline for Laboratory Detection of Internal Potato Defects Using 2D RGB Imaging.
J. Imaging
Slim Hamdi, Kais Loukil, Adem Boubaker, Hichem Snoussi, Mohamed Abid
2025 J jnl
Improving Text-Based Person Retrieval by Excavating All-Round Information Beyond Color.
IEEE Trans. Neural Networks Learn. Syst.
Aichun Zhu, Zijie Wang, Jingyi Xue, Xili Wan, Jing Jin, Tian Wang, Hichem Snoussi
2025 J jnl
Joint Localization and Data-Based Path Planning for UAV-Assisted IoT Networks: A Heuristic Approach.
SN Comput. Sci.
Henda Hnaien, Ahmed Aboud, Haifa Touati, Hichem Snoussi
2025 J jnl
MSCSCNet: Multiscale Convolution Selective Context Network With Boundary Supervision for Semantic Segmentation of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jing Teng, Zhiwei Zhu, Dongming Pu, Tian Wang, Xinhua Zeng, Hichem Snoussi, Ruifeng Shi, Quan Z. Sheng, Hongjie He, Jonathan Li
2025 J jnl
Perceiver IO Model for Efficient Vibration Signal Compression and Anomaly Detection.
IEEE Trans. Instrum. Meas.
Guillaume Lebonvallet, Luis A. Salazar-Zendeja, Faicel Hnaien, Hichem Snoussi, Brice Nélain
2025 J jnl
Simultaneous Coordinate Maximization Algorithm for Maximum A Posteriori Compton Camera Imaging With Markov Random Field Prior.
IEEE Trans. Instrum. Meas.
Nhan Le, Hichem Snoussi, Alain Iltis
2025 A conf
Single-Layer Distillation with Fourier Convolutions for Texture Anomaly Detection.
WACV
Simon Thomine, Hichem Snoussi
2025 J jnl
Understanding the Dimensional Need of Noncontrastive Learning.
IEEE Trans. Cybern.
Zhexiao Cao, Lei Huang, Tian Wang, Yinquan Wang, Jingang Shi, Aichun Zhu, Tianyun Shi, Hichem Snoussi
2024 J jnl
A Multihead Attention Self-Supervised Representation Model for Industrial Sensors Anomaly Detection.
IEEE Trans. Ind. Informatics
Yiqun Qiao, Jinhu Lü, Tian Wang, Kexin Liu, Baochang Zhang, Hichem Snoussi
2024 — conf
CSE: Surface Anomaly Detection with Contrastively Selected Embedding.
VISIGRAPP (2): VISAPP
Simon Thomine, Hichem Snoussi
2024 J jnl
CSE: Surface Anomaly Detection with Contrastively Selected Embedding.
CoRR
Simon Thomine, Hichem Snoussi
2024 J jnl
Demystifying Defects: Federated Learning and Explainable AI for Semiconductor Fault Detection.
IEEE Access
Tanish Patel, Ramalingam Murugan, Gokul Yenduri, Rutvij H. Jhaveri, Hichem Snoussi, Tarek Gaber
2024 J jnl
Distillation-based fabric anomaly detection.
CoRR
Simon Thomine, Hichem Snoussi
2024 J jnl
Dual model knowledge distillation for industrial anomaly detection.
Pattern Anal. Appl.
Simon Thomine, Hichem Snoussi
2024 — conf
Path Planning in UAV-Assisted Wireless Networks: A Comprehensive Survey and Open Research Issues.
AINA (6)
Henda Hnaien, Ahmed Aboud, Haifa Touati, Hichem Snoussi
2024 J jnl
Target-Driven Visual Navigation by Using Causal Intervention.
IEEE Trans. Intell. Veh.
Xinzhou Zhao, Tian Wang, Yanjing Li, Baochang Zhang, Kexin Liu, Deyuan Liu, Chuanyun Wang, Hichem Snoussi
2024 — conf
Target-Specific Domain Adaptation via Geometry-Correlation Prediction for Point Cloud.
PRCV (4)
Junqiao Li, Leyan Zhu, Tian Wang, Yuan Xie, Jingang Shi, Hichem Snoussi
2023 A conf
FABLE : Fabric Anomaly Detection Automation Process.
ICCAD
Simon Thomine, Hichem Snoussi, Mahmoud Soua
2023 J jnl
FABLE : Fabric Anomaly Detection Automation Process.
CoRR
Simon Thomine, Hichem Snoussi, Mahmoud Soua
2023 J jnl
MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection.
CoRR
Simon Thomine, Hichem Snoussi, Mahmoud Soua
2023 — conf
MixedTeacher: Knowledge Distillation for Fast Inference Textural Anomaly Detection.
VISIGRAPP (5: VISAPP)
Simon Thomine, Hichem Snoussi, Mahmoud Soua
2023 B conf
Multi-View 3D Compton Image Reconstruction With a Generalized List-Mode MLEM Algorithm.
ICIP
Nhan Le, Hichem Snoussi, Zied Hmissi, Alain Iltis, Guillaume Lebonvallet, Ghislain Zeufack
2023 — conf
Predictive maintenance planning for railway systems.
CiSt
Malak Saiem, Valeria Borodin, Faicel Hnaien, Hichem Snoussi
2023 J jnl
Synchronous Spatiotemporal Graph Transformer: A New Framework for Traffic Data Prediction.
IEEE Trans. Neural Networks Learn. Syst.
Tian Wang, Jiahui Chen, Jinhu Lü, Kexin Liu, Aichun Zhu, Hichem Snoussi, Baochang Zhang
2023 J jnl
TASTA: Text-Assisted Spatial and Temporal Attention Network for Video Question Answering.
Adv. Intell. Syst.
Tian Wang, Boyao Hou, Jiakun Li, Peng Shi, Baochang Zhang, Hichem Snoussi
2023 A conf
Vision-based Explainable Action Recognition Model for Polluted Soil Tracking.
ICCAD
Edern Viannay, Benitha Vasseur, Hichem Snoussi, Dominique Poux
2022 J jnl
A Malleable Boundary Network for temporal action detection.
Comput. Electr. Eng.
Tian Wang, Boyao Hou, Zexian Li, Zhe Li, Lei Huang, Baochang Zhang, Hichem Snoussi
2022 J jnl
Accelerating temporal action proposal generation via high performance computing.
Frontiers Comput. Sci.
Tian Wang, Shiye Lei, Youyou Jiang, Chang Choi, Hichem Snoussi, Guangcun Shan, Yao Fu
2022 J jnl
Adaptive Optimization Method in Digital Twin Conveyor Systems via Range-Inspection Control.
IEEE Trans Autom. Sci. Eng.
Tian Wang, Jiaxiang Cheng, Yi Yang, Christian Esposito, Hichem Snoussi, Fei Tao
2022 A* conf
Bi-level Doubly Variational Learning for Energy-based Latent Variable Models.
CVPR
Ge Kan, Jinhu Lü, Tian Wang, Baochang Zhang, Aichun Zhu, Lei Huang, Guodong Guo, Hichem Snoussi
2022 J jnl
Bi-level Doubly Variational Learning for Energy-based Latent Variable Models.
CoRR
Ge Kan, Jinhu Lü, Tian Wang, Baochang Zhang, Aichun Zhu, Lei Huang, Guodong Guo, Hichem Snoussi
2022 J jnl
CACrowdGAN: Cascaded Attentional Generative Adversarial Network for Crowd Counting.
IEEE Trans. Intell. Transp. Syst.
Aichun Zhu, Zhe Zheng, Yaoying Huang, Tian Wang, Jing Jin, Fangqiang Hu, Gang Hua, Hichem Snoussi
2022 — conf
Data Cleaning to fine-tune a Transfer Learning approach for Air Quality Prediction.
ISC2
Marie Njaime, Fahed Abdallah Olivier, Hichem Snoussi, Judy Akl, Charbel Chahla, Hichem Omrani
2022 J jnl
ResLNet: deep residual LSTM network with longer input for action recognition.
Frontiers Comput. Sci.
Tian Wang, Jiakun Li, Huai-Ning Wu, Ce Li, Hichem Snoussi, Yang Wu
2021 J jnl
An enhanced 3DCNN-ConvLSTM for spatiotemporal multimedia data analysis.
Concurr. Comput. Pract. Exp.
Tian Wang, Jiakun Li, Mengyi Zhang, Aichun Zhu, Hichem Snoussi, Chang Choi
2021 J jnl
CDADNet: Context-guided dense attentional dilated network for crowd counting.
Signal Process. Image Commun.
Aichun Zhu, Guoxiu Duan, Xiaomei Zhu, Lu Zhao, Yaoying Huang, Gang Hua, Hichem Snoussi
2021 J jnl
Cognitive Radio and Dynamic TDMA for efficient UAVs swarm communications.
Comput. Networks
Haifa Touati, Amira Chriki, Hichem Snoussi, Farouk Kamoun
2021 J jnl
Deep learning and handcrafted features for one-class anomaly detection in UAV video.
Multim. Tools Appl.
Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun
2021 J jnl
Digital twin for human-machine interaction with convolutional neural network.
Int. J. Comput. Integr. Manuf.
Tian Wang, Jiakun Li, Yingjun Deng, Chuang Wang, Hichem Snoussi, Fei Tao
2021 J jnl
End-to-End Deep One-Class Learning for Anomaly Detection in UAV Video Stream.
J. Imaging
Slim Hamdi, Samir Bouindour, Hichem Snoussi, Tian Wang, Mohamed Abid
2021 J jnl
FT-MDnet: A Deep-Frozen Transfer Learning Framework for Person Search.
IEEE Trans. Inf. Forensics Secur.
Ronghua Hu, Tian Wang, Yi Zhou, Hichem Snoussi, Abel Cherouat
2021 A conf
G2D: Generate to Detect Anomaly.
WACV
Masoud PourReza, Bahram Mohammadi, Mostafa Khaki, Samir Bouindour, Hichem Snoussi, Mohammad Sabokrou
2021 J jnl
Online Detection of Action Start via Soft Computing for Smart City.
IEEE Trans. Ind. Informatics
Tian Wang, Yang Chen, Hongqiang Lv, Jing Teng, Hichem Snoussi, Fei Tao
2021 J jnl
Pose-Guided Inflated 3D ConvNet for action recognition in videos.
Signal Process. Image Commun.
Qianyu Wu, Aichun Zhu, Ran Cui, Tian Wang, Fangqiang Hu, Yaping Bao, Hichem Snoussi
2021 J jnl
RecapNet: Action Proposal Generation Mimicking Human Cognitive Process.
IEEE Trans. Cybern.
Tian Wang, Yang Chen, Zhiwei Lin, Aichun Zhu, Yong Li, Hichem Snoussi, Hui Wang
2020 J jnl
Abnormal event detection via the analysis of multi-frame optical flow information.
Frontiers Comput. Sci.
Tian Wang, Meina Qiao, Aichun Zhu, Guangcun Shan, Hichem Snoussi
2020 J jnl
Data-driven prognostic method based on self-supervised learning approaches for fault detection.
J. Intell. Manuf.
Tian Wang, Meina Qiao, Mengyi Zhang, Yi Yang, Hichem Snoussi
2020 J jnl
Exploring a rich spatial-temporal dependent relational model for skeleton-based action recognition by bidirectional LSTM-CNN.
Neurocomputing
Aichun Zhu, Qianyu Wu, Ran Cui, Tian Wang, Wenlong Hang, Gang Hua, Hichem Snoussi
2020 — conf
Fine-Tuning a Pre-trained CAE for Deep One Class Anomaly Detection in Video Footage.
MedPRAI
Slim Hamdi, Hichem Snoussi, Mohamed Abid
2020 J jnl
G2D: Generate to Detect Anomaly.
CoRR
Masoud PourReza, Bahram Mohammadi, Mostafa Khaki, Samir Bouindour, Hichem Snoussi, Mohammad Sabokrou
2020 J jnl
Learned versus Handcrafted Features for Person Re-identification.
Int. J. Pattern Recognit. Artif. Intell.
C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
2020 J jnl
Linear models for total coverage problem with connectivity constraints using multiple unmanned aerial vehicles.
Int. J. Sens. Networks
Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghédira
2020 — conf
Two-streams Fully Convolutional Networks for Abnormal Event Detection in Videos.
ICAART (2)
Slim Hamdi, Samir Bouindour, Kais Loukil, Hichem Snoussi, Mohamed Abid
2020 C conf
UAV-based Surveillance System: an Anomaly Detection Approach.
ISCC
Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun
2019 J jnl
A Game-Theoretic Multi-Level Energy Demand Management for Smart Buildings.
IEEE Trans. Smart Grid
Samira Chouikhi, Leïla Merghem-Boulahia, Moez Esseghir, Hichem Snoussi
2019 C conf
A Novel Approach for Anomaly Detection in Power Consumption Data.
ICPRAM
C. Chahla, Hichem Snoussi, Leïla Merghem, Moez Esseghir
2019 J jnl
A reinforcement learning approach for UAV target searching and tracking.
Multim. Tools Appl.
Tian Wang, Ruoxi Qin, Yang Chen, Hichem Snoussi, Chang Choi
2019 J jnl
AED-Net: An Abnormal Event Detection Network.
CoRR
Tian Wang, Zichen Miao, Yuxin Chen, Yi Zhou, Guangcun Shan, Hichem Snoussi
2019 J jnl
Abnormal events detection using deep neural networks: application to extreme sea surface temperature detection in the Red Sea.
J. Electronic Imaging
Mohamad Mazen Hittawe, Shehzad Afzal, Tahira Jamil, Hichem Snoussi, Ibrahim Hoteit, Omar M. Knio
2019 — conf
Abnormal object detection and recognition in the complex construction site via cloud computing.
RACS
Chuang Wang, Jiakun Li, Tian Wang, Peng Shi, Hichem Snoussi, Xin Su
2019 B conf
Centralized Cognitive Radio Based Frequency Allocation for UAVs Communication.
IWCMC
Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun
2019 B conf
Coverage Optimization using Multiple Unmanned Aerial Vehicles with Connectivity Constraint.
IWCMC
Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghédira
2019 — conf
Enhanced Convolutional Neural Network for Abnormal Event Detection in Video Streams.
AIKE
Samir Bouindour, Ronghua Hu, Hichem Snoussi
2019 J jnl
FANET: Communication, mobility models and security issues.
Comput. Networks
Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun
2019 J jnl
Generative Neural Networks for Anomaly Detection in Crowded Scenes.
IEEE Trans. Inf. Forensics Secur.
Tian Wang, Meina Qiao, Zhiwei Lin, Ce Li, Hichem Snoussi, Zhe Liu, Chang Choi
2019 J jnl
HE-SLAM: a Stereo SLAM System Based on Histogram Equalization and ORB Features.
CoRR
Yinghong Fang, Guangcun Shan, Xin Li, Wenliang Liu, Tian Wang, Hichem Snoussi
2019 C conf
Hybrid deep learning and HOF for Anomaly Detection.
CoDIT
Slim Hamdi, Samir Bouindour, Kais Loukil, Hichem Snoussi, Mohamed Abid
2019 J jnl
Improving temporal action proposal generation by using high performance computing.
CoRR
Tian Wang, Shiye Lei, Youyou Jiang, Zihang Deng, Xin Su, Hichem Snoussi, Chang Choi
2019 — conf
Multiple Cues Association for Multiple Object Tracking Based on Convolutional Neural Network.
AIKE
Ronghua Hu, Samir Bouindour, Hichem Snoussi, Abel Cherouat, Charbel Chahla
2019 J jnl
Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data.
IEEE Trans. Signal Process.
Yi Zhou, Tian Wang, Ronghua Hu, Hang Su, Yi Liu, Xiaoming Liu, Jidong Suo, Hichem Snoussi
2019 J jnl
Region based Ensemble Learning Network for Fine-grained Classification.
CoRR
Weikuang Li, Tian Wang, Chuanyun Wang, Guangcun Shan, Mengyi Zhang, Hichem Snoussi
2019 B conf
Stacked Auto-Encoder for Scalable Indoor Localization in Wireless Sensor Networks.
IWCMC
Souad BelMannoubi, Haifa Touati, Hichem Snoussi
2019 B conf
ThermCont: A machine Learning enabled Thermal Comfort Control Tool in a real time.
IWCMC
Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi
2019 B conf
UAV-GCS Centralized Data-Oriented Communication Architecture for Crowd Surveillance Applications.
IWCMC
Amira Chriki, Haifa Touati, Hichem Snoussi, Farouk Kamoun
2018 J jnl
Abnormal event detection via covariance matrix for optical flow based feature.
Multim. Tools Appl.
Tian Wang, Meina Qiao, Aichun Zhu, Yida Niu, Ce Li, Hichem Snoussi
2018 C conf
Indoor Thermal Comfort Collection of People with Physical Disabilities.
ISNCC
Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi
2018 C conf
Multi-Shot Human Re-Identification for the Security in Video Surveillance Systems.
WETICE
Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi
2018 J jnl
Signal processing on graphs: Case of sampling in Paley-Wiener spaces.
Signal Process.
Valeria Borodin, Hichem Snoussi, Faicel Hnaien, Nacima Labadie
2018 — conf
Solving the Total Coverage Problem using a Multiple Mobile Sensor Network.
ICM
Amani Lamine, Fethi Mguis, Hichem Snoussi, Khaled Ghédira
2018 B conf
ThingsGame: when sending data rate depends on the data usefulness in IoT networks.
IWCMC
Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi
2017 — conf
A new method of video-surveillance data analytics for the security in camera networks.
IINTEC
Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi
2017 — conf
Abnormal event detection using convolutional neural networks and 1-class SVM classifier.
ICDP
Samir Bouindour, Mohamad Mazen Hittawe, Sandy Mahfouz, Hichem Snoussi
2017 J jnl
Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization.
Eng. Appl. Artif. Intell.
C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
2017 — conf
Human Action Recognition Based on Sub-data Learning.
CCCV (3)
Yang Chen, Tian Wang, Jiakun Li, Xiaowei Lv, Hichem Snoussi
2017 J jnl
Internal Transfer Learning for Improving Performance in Human Action Recognition for Small Datasets.
IEEE Access
Tian Wang, Yang Chen, Mengyi Zhang, Jie Chen, Hichem Snoussi
2017 J jnl
Multi-shot human re-identification using a fast multi-scale video covariance descriptor.
Eng. Appl. Artif. Intell.
Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi
2017 B conf
SVM-based indoor localization in Wireless Sensor Networks.
IWCMC
Amira Chriki, Haifa Touati, Hichem Snoussi
2016 J jnl
A bi-objective model for wireless sensor deployment considering coverage and tracking applications.
Int. J. Sens. Networks
Matthieu Le Berre, Maher Rebai, Faicel Hnaien, Hichem Snoussi
2016 J jnl
Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry.
IEEE Trans. Geosci. Remote. Sens.
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Hichem Snoussi
2016 — conf
Cooperative target searching and tracking via UCT with probability distribution model.
DSP
Ruoxi Qin, Tian Wang, Haotian Jiang, Qianhong Yan, Weikang Wang, Hichem Snoussi
2016 — conf
Detection of Abnormal Event in Complex Situations Using Strong Classifier Based on BP Adaboost.
ICIC (2)
Yuqi Zhang, Tian Wang, Meina Qiao, Aichun Zhu, Ce Li, Hichem Snoussi
2016 J jnl
Discriminant sparse label-sensitive embedding: Application to image-based face pose estimation.
Eng. Appl. Artif. Intell.
Fadi Dornaika, Charbel Chahla, Fawzi Khattar, Fahed Abdallah, Hichem Snoussi
2016 J jnl
Exact methods for sensor deployment problem with connectivity constraint in wireless sensor networks.
Int. J. Sens. Networks
Maher Rebai, Hasan Murat Afsar, Hichem Snoussi
2016 — conf
Exploiting color cues to improve person re-identification.
ICDP
Charbel Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
2016 Misc conf
One class outlier detection method in wireless sensor networks: Comparative study.
SoftCOM
Oussama Ghorbel, Abdulfattah Mohammad Obeid, Mohamed Abid, Hichem Snoussi
2016 — conf
Real time Object Tracking based on Local Texture Feature with Correlation Filter.
DSP
Meina Qiao, Tian Wang, Yuan Dong, Jingang Shi, Jing Teng, Hichem Snoussi
2015 B conf
A Novel Outlier Detection Model Based on One Class Principal Component Classifier in Wireless Sensor Networks.
AINA
Oussama Ghorbel, Mohamed Abid, Hichem Snoussi
2015 J jnl
A Specific Heuristic Dedicated to a Coverage/Tracking Bi-objective Problem for Wireless Sensor Deployment.
Wirel. Pers. Commun.
Matthieu Le Berre, Maher Rebai, Faicel Hnaien, Hichem Snoussi
2015 C conf
A spatio-temporal covariance descriptor for person re-identification.
ISDA
Bassem Hadjkacem, Walid Ayedi, Mohamed Abid, Hichem Snoussi
2015 J jnl
Abnormal Event Detection via Multikernel Learning for Distributed Camera Networks.
Int. J. Distributed Sens. Networks
Tian Wang, Jie Chen, Paul Honeine, Hichem Snoussi
2015 B conf
Articulated pose estimation via multiple mixture parts model.
AVSS
Aichun Zhu, Hichem Snoussi, Abel Cherouat
2015 J jnl
Decentralized localization using radio-fingerprints and accelerometer in WSNs.
IEEE Trans. Aerosp. Electron. Syst.
Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi
2015 J jnl
Detection of Abnormal Events via Optical Flow Feature Analysis.
Sensors
Tian Wang, Hichem Snoussi
2015 — conf
Distributed and Efficient One-Class Outliers Detection Classifier in Wireless Sensors Networks.
WWIC
Oussama Ghorbel, Mohamed Wassim Jmal, Mohamed Abid, Hichem Snoussi
2015 J jnl
Human pose estimation with multiple mixture parts model based on upper body categories.
J. Electronic Imaging
Aichun Zhu, Hichem Snoussi, Tian Wang, Abel Cherouat
2015 — conf
Joint Abnormal Blob Detection and Localization Under Complex Scenes.
ICIC (1)
Tian Wang, Keyu Lai, Ce Li, Hichem Snoussi
2015 J jnl
Kernel-based machine learning using radio-fingerprints for localization in wsns.
IEEE Trans. Aerosp. Electron. Syst.
Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi
2015 J jnl
Sensor deployment optimization methods to achieve both coverage and connectivity in wireless sensor networks.
Comput. Oper. Res.
Maher Rebai, Matthieu Le Berre, Hichem Snoussi, Faicel Hnaien, Lyes Khoukhi
2015 J jnl
The Temporal PET Camera: A New Concept With High Spatial and Timing Resolution for PET Imaging.
J. Imaging
Alain Iltis, Hichem Snoussi
2015 J jnl
Theoretical properties and implementation of the one-sided mean kernel for time series.
Neurocomputing
Nicolas Chrysanthos, Pierre Beauseroy, Hichem Snoussi, Edith Grall-Maës
2014 J jnl
A Branch and Bound Algorithm for the Critical Grid Coverage Problem in Wireless Sensor Networks.
Int. J. Distributed Sens. Networks
Maher Rebai, Matthieu Le Berre, Faicel Hnaien, Hichem Snoussi, Lyes Khoukhi
2014 — conf
Articulated human motion tracking with foreground learning.
EUSIPCO
Aichun Zhu, Hichem Snoussi, Abel Cherouat
2014 C conf
Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs.
AICCSA
Sandy Mahfouz, Paul Honeine, Farah Mourad-Chehade, Joumana Farah, Hichem Snoussi
2014 C conf
Constrained Extended Kalman Filter for ultra-wideband radio based individual navigation.
FUSION
Xiaoxue Feng, Hichem Snoussi, Yan Liang
2014 J jnl
Constrained State Estimation for Individual Localization in Wireless Body Sensor Networks.
Sensors
Xiaoxue Feng, Hichem Snoussi, Yan Liang, Lianmeng Jiao
2014 J jnl
Detection of Abnormal Visual Events via Global Optical Flow Orientation Histogram.
IEEE Trans. Inf. Forensics Secur.
Tian Wang, Hichem Snoussi
2014 Misc conf
Improved KPCA for outlier detection in Wireless Sensor Networks.
ATSIP
Oussama Ghorbel, Mohamed Abid, Hichem Snoussi
2014 — conf
Interval-based localization using sensors mobility and fingerprints in decentralized sensor networks.
EUSIPCO
Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi
2014 — conf
Kernel Principal Subspace Based Outlier Detection Method in Wireless Sensor Networks.
AINA Workshops
Oussama Ghorbel, Mohamed Abid, Hichem Snoussi
2014 J jnl
Object Tracking Using Adaptive Covariance Descriptor and Clustering-Based Model Updating for Visual Surveillance.
Sensors
Lei Qin, Hichem Snoussi, Fahed Abdallah
2014 — conf
Online learning partial least squares regression model for univariate response data.
EUSIPCO
Lei Qin, Hichem Snoussi, Fahed Abdallah
2014 — conf
Ridge regression and Kalman filtering for target tracking in wireless sensor networks.
SAM
Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi
2014 B conf
The one-sided mean kernel: a positive definite kernel for time series.
ESANN
Nicolas Chrysanthos, Pierre Beauseroy, Hichem Snoussi, Edith Grall-Maës, Fabrice Ferrand
2014 — conf
Theoretical study of an efficient bracketing camera system architecture.
IMSE
Amine Besrour, Hichem Snoussi, Mohamed Siala, Fatma Abdelkefi
2013 — conf
Adaptive covariance matrix for object region representation.
ICDIP
Lei Qin, Hichem Snoussi, Fahed Abdallah
2013 — conf
An Endeavour to Detect Persons Using Stereo Cues.
IVIC
Rim Trabelsi, Fethi Smach, Issam Jabri, Fatma Abdelkefi, Hichem Snoussi, Ammar Bouallegue
2013 — conf
An overview of outlier detection technique developed for wireless sensor networks.
SSD
Oussama Ghorbel, Mohamed Wassim Jmal, Walid Ayedi, Hichem Snoussi, Mohamed Abid
2013 — conf
Cascaded Generative and Discriminative Learning for Visual Tracking.
ICIAR
Lei Qin, Hichem Snoussi, Fahed Abdallah
2013 — conf
Decentralized localization using fingerprinting and kernel methods inwireless sensor networks.
EUSIPCO
Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi
2013 B conf
Fingerprinting-based localization using accelerometer information in wireless sensor networks.
GLOBECOM
Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi
2013 J jnl
Improved mean shift integrating texture and color features for robust real time object tracking.
Vis. Comput.
Fouad Bousetouane, Lynda Dib, Hichem Snoussi
2013 — conf
Kernel-based localization using fingerprinting in wireless sensor networks.
SPAWC
Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Hichem Snoussi, Joumana Farah
2013 — conf
Learning General Gaussian Kernel Hyperparameters for SVR.
GSI
Fahed Abdallah, Hichem Snoussi, Hicham Laanaya, Régis Lengellé
2013 J jnl
Online Detection of Abnormal Events in Video Streams.
J. Electr. Comput. Eng.
Tian Wang, Jie Chen, Hichem Snoussi
2013 J jnl
Online Least Squares One-Class Support Vector Machines-Based Abnormal Visual Event Detection.
Sensors
Tian Wang, Jie Chen, Yi Zhou, Hichem Snoussi
2013 J jnl
Polar-Interval-Based Localization in Mobile Sensor Networks.
IEEE Trans. Aerosp. Electron. Syst.
Farah Mourad, Paul Honeine, Hichem Snoussi
2012 J jnl
A fast multi-scale covariance descriptor for object re-identification.
Pattern Recognit. Lett.
Walid Ayedi, Hichem Snoussi, Mohamed Abid
2012 J jnl
Controlled Mobility Sensor Networks for Target Tracking Using Ant Colony Optimization.
IEEE Trans. Mob. Comput.
Farah Mourad, Hicham Chehade, Hichem Snoussi, Farouk Yalaoui, Lionel Amodeo, Cédric Richard
2012 J jnl
Distributed Variational Filtering for Simultaneous Sensor Localization and Target Tracking in Wireless Sensor Networks.
IEEE Trans. Veh. Technol.
Jing Teng, Hichem Snoussi, Cédric Richard, Rong Zhou
2012 C conf
Embedded Real-Time Video Processing System on FPGA.
ICISP
Yahia F. Said, Taoufik Saidani, Fethi Smach, Mohamed Atri, Hichem Snoussi
2012 B conf
Histograms of Optical Flow Orientation for Visual Abnormal Events Detection.
AVSS
Tian Wang, Hichem Snoussi
2012 — conf
Indoor localization using polar intervals in wireless sensor networks.
ICT
Farah Mourad, Paul Honeine, Hichem Snoussi
2012 C conf
Multi-layer Crisis Mapping: A Social Media-Based Approach.
WETICE
Babiga Birregah, Tony Top, Charles Perez, Eric Châtelet, Nada Matta, Marc Lemercier, Hichem Snoussi
2012 J jnl
Prediction-based cluster management for target tracking in wireless sensor networks.
Wirel. Commun. Mob. Comput.
Jing Teng, Hichem Snoussi, Cédric Richard
2012 J jnl
Robust Interval-Based Localization Algorithms for Mobile Sensor Networks.
Int. J. Distributed Sens. Networks
Farah Mourad, Hichem Snoussi, Michel Kieffer, Cédric Richard
2012 — conf
The multi-scale covariance descriptor: Performances analysis in human detection.
BioMS
Walid Ayedi, Hichem Snoussi, Fethi Smach, Mohamed Abid
2011 J jnl
A Dependent Multilabel Classification Method Derived from the k-Nearest Neighbor Rule.
EURASIP J. Adv. Signal Process.
Zoulficar Younes, Fahed Abdallah, Thierry Denoeux, Hichem Snoussi
2011 J jnl
A Robust Localization Algorithm for Mobile Sensors Using Belief Functions.
IEEE Trans. Veh. Technol.
Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard
2011 J jnl
Adaptive quantized target tracking in wireless sensor networks.
Wirel. Networks
Majdi Mansouri, Ilham Ouachani, Hichem Snoussi, Cédric Richard
2011 — conf
Building Regionally Spatial Appearance Model by Topological Color Histogram.
CSE
Yi Zhou, Shibao Zheng, Hichem Snoussi
2011 J jnl
Channel estimation and multiple target tracking in wireless sensor networks based on quantised proximity sensors.
IET Wirel. Sens. Syst.
Majdi Mansouri, Hichem Snoussi, Cédric Richard
2011 J jnl
Collaborative multi-target tracking in wireless sensor networks.
Int. J. Syst. Sci.
Jing Teng, Hichem Snoussi, Cédric Richard
2011 J jnl
Interval-Based Localization using RSSI Comparison in MANETs.
IEEE Trans. Aerosp. Electron. Syst.
Farah Mourad, Hichem Snoussi, Cédric Richard
2011 B conf
Interval-based localization for mobile sensors in low-anchors density networks.
IWCMC
Farah Mourad, Hichem Snoussi, Cédric Richard
2011 J jnl
Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold.
Pattern Recognit. Lett.
Hicham Laanaya, Fahed Abdallah, Hichem Snoussi, Cédric Richard
2011 B conf
Optimal path selection for quantized target tracking in distributed sensor networks.
IWCMC
Majdi Mansouri, Hichem Snoussi, Cédric Richard
2011 B conf
Quantized variational filtering for target tracking and relay localization in sensor networks.
IWCMC
Majdi Mansouri, Lyes Khoukhi, Hichem Snoussi, Cédric Richard
2011 J jnl
Recurrence quantification analysis of sustained sub-maximal grip contractions in patients with various metabolic muscle disorders.
Biomed. Signal Process. Control.
Ke Li, David J. Hewson, Hichem Snoussi, Jacques Duchêne, Jean-Yves Hogrel
2011 Misc conf
Variational methods for spectral unmixing of hyperspectral images.
ICASSP
Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret, Hichem Snoussi
2010 J jnl
A Decentralized Approach for Nonlinear Prediction of Time Series Data in Sensor Networks.
EURASIP J. Wirel. Commun. Netw.
Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Jie Chen, Hichem Snoussi
2010 — conf
A Sensor Selection Method for Target Tracking in Wireless Sensor Networks Using Quantized Variational Filtering.
VTC Fall
Majdi Mansouri, Hichem Snoussi, Cédric Richard
2010 J jnl
Decentralized Variational Filtering for Target Tracking in Binary Sensor Networks.
IEEE Trans. Mob. Comput.
Jing Teng, Hichem Snoussi, Cédric Richard
2010 B conf
Joint Multiple Target Tracking and Channel Estimation in Wireless Sensor Networks.
GLOBECOM
Majdi Mansouri, Hichem Snoussi, Cédric Richard
2009 J jnl
Anchor-based localization via interval analysis for mobile ad-hoc sensor networks.
IEEE Trans. Signal Process.
Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard
2009 Misc conf
Data-driven online variational filtering in wireless sensor networks.
ICASSP
Hichem Snoussi, Jean-Yves Tourneret, Petar M. Djuric, Cédric Richard
2009 Misc conf
Decentralized variational filtering for simultaneous sensor localization and target tracking in binary sensor networks.
ICASSP
Jing Teng, Hichem Snoussi, Cédric Richard
2009 — conf
Detection of the Critical Point Interval of Postural Control Strategy using Wavelet Transform Analysis.
BIOSIGNALS
Neeraj Kumar Singh, Hichem Snoussi, David J. Hewson, Jacques Duchêne
2009 — conf
Empirical Mode Decomposition for vectorial bi-dimensional signals.
nDS
Nourddine Azzaoui, Abdelkader Miraoui, Hichem Snoussi, Jacques Duchêne
2009 Misc conf
Functional estimation in Hilbert space for distributed learning in wireless sensor networks.
ICASSP
Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Hichem Snoussi, Mehdi Essoloh, François Vincent
2009 Misc conf
Postural time-series analysis using Empirical Mode Decomposition and second-order difference plots.
ICASSP
Ram Bilas Pachori, David J. Hewson, Hichem Snoussi, Jacques Duchêne
2009 — conf
Stochastic Filtering with Networked Sensing.
VTC Fall
Hana Baili, Hichem Snoussi
2009 — conf
Wavelet Transform Analysis of the Power Spectrum of Centre of Pressure Signals to Detect the Critical Point Interval of Postural Control.
BIOSTEC (Selected Papers)
Neeraj Kumar Singh, Hichem Snoussi, David J. Hewson, Jacques Duchêne
2008 B conf
Distributed Regression in Sensor Networks with a Reduced-Order Kernel Model.
GLOBECOM
Paul Honeine, Mehdi Essoloh, Cédric Richard, Hichem Snoussi
2008 — conf
Distributed localization in wireless sensor networks as a pre-image problem in a Reproducing Kernel Hilbert Space.
EUSIPCO
Mehdi Essoloh, Cédric Richard, Hichem Snoussi, Paul Honeine
2008 — conf
Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks.
ACSCC
Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Hichem Snoussi
2008 B conf
GMRES Interference Canceller for MIMO Relay Network.
GLOBECOM
Abderrazek Abdaoui, Marion Berbineau, Hichem Snoussi
2008 B conf
Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques.
GLOBECOM
Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard
2008 J jnl
Univariate and Bivariate Empirical Mode Decomposition for Postural Stability Analysis.
EURASIP J. Adv. Signal Process.
Hassan Amoud, Hichem Snoussi, David J. Hewson, Jacques Duchêne
2008 — conf
Variational Filtering algorithm for interdependent target tracking and sensor localization in wireless sensor network.
EUSIPCO
Jing Teng, Hichem Snoussi, Cédric Richard
2007 J jnl
Distributed Bayesian fault diagnosis of jump Markov systems in wireless sensor networks.
Int. J. Sens. Networks
Hichem Snoussi, Cédric Richard
2007 J jnl
Estimation of Structured Gaussian Mixtures: The Inverse EM Algorithm.
IEEE Trans. Signal Process.
Hichem Snoussi, Ali Mohammad-Djafari
2007 — conf
Information-theoretic node scheduling in collaborative sensor networks.
ISSPA
Hichem Snoussi, Cédric Richard
2007 J jnl
Intrinsic Mode Entropy for Nonlinear Discriminant Analysis.
IEEE Signal Process. Lett.
Hassan Amoud, Hichem Snoussi, David J. Hewson, Michel Doussot, Jacques Duchêne
2006 J jnl
Bayesian blind separation of generalized hyperbolic processes in noisy and underdeterminate mixtures.
IEEE Trans. Signal Process.
Hichem Snoussi, Jérôme Idier
2006 B conf
Distributed Bayesian Fault diagnosis in Collaborative Wireless Sensor Networks.
GLOBECOM
Hichem Snoussi, Cédric Richard
2006 — conf
Reconstructed Phase Spaces of Intrinsic Mode Functions. Application to Postural Stability Analysis.
EMBC
Hichem Snoussi, Hassan Amoud, Michel Doussot, David J. Hewson, Jacques Duchêne
2005 — conf
Blind separation of generalized hyperbolic processes: unifying approach to stationary non Gaussianity and Gaussian non stationarity.
ICASSP (5)
Hichem Snoussi, Jérôme Idier
2005 — conf
Information-theoretic approach to joint separation and segmentation of images.
ISSPA
Hichem Snoussi
2005 J jnl
The geometry of prior selection.
Neurocomputing
Hichem Snoussi
2004 J jnl
Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior.
J. VLSI Signal Process.
Hichem Snoussi, Ali Mohammad-Djafari
2004 J jnl
Fast joint separation and segmentation of mixed images.
J. Electronic Imaging
Hichem Snoussi, Ali Mohammad-Djafari
2002 — conf
Blind separation of noisy Gaussian stationary sources. Application to cosmic microwave background imaging.
EUSIPCO
Jean-François Cardoso, Hichem Snoussi, Jacques Delabrouille
2002 — conf
MCMC joint separation and segmentation of hidden Markov fields.
NNSP
Hichem Snoussi, Ali Mohammad-Djafari