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Computer Science

D-Index
41
Citations
6225
World Ranking
8918
National Ranking
214

Overview

Hichem Snoussi is affiliated with the University of Technology of Troyes in France. Their research primarily focuses on computer science and engineering, with significant contributions in subfields such as computer vision and pattern recognition, artificial intelligence, industrial and manufacturing engineering, biomedical engineering, and control and systems engineering.

The scientist has explored a broad range of topics in their work, including:

  • Anomaly Detection Techniques and Applications
  • Human Pose and Action Recognition
  • Video Surveillance and Tracking Methods
  • Industrial Vision Systems and Defect Detection
  • Multimodal Machine Learning Applications
  • UAV Applications and Optimization
  • Gait Recognition and Analysis

Recent publication venues frequently featuring their work include:

  • 2021 China Automation Congress (CAC)
  • arXiv (Cornell University)
  • Preprints.org
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Industrial Informatics

Notable recent papers authored or coauthored by Hichem Snoussi are:

  • "Synchronous Spatiotemporal Graph Transformer: A New Framework for Traffic Data Prediction," 2022, IEEE Transactions on Neural Networks and Learning Systems
  • "A Multihead Attention Self-Supervised Representation Model for Industrial Sensors Anomaly Detection," 2023, IEEE Transactions on Industrial Informatics
  • "Exploring a rich spatial-temporal dependent relational model for skeleton-based action recognition by bidirectional LSTM-CNN," 2020, Neurocomputing
  • "Digital twin improved via visual question answering for vision-language interactive mode in human-machine collaboration," 2020, Journal of Manufacturing Systems
  • "Deep learning and handcrafted features for one-class anomaly detection in UAV video," 2020, Multimedia Tools and Applications

Frequent coauthors collaborating with Hichem Snoussi include:

  • Tian Wang
  • Aichun Zhu
  • Baochang Zhang
  • Simon Thomine
  • Kexin Liu

Best Publications

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

    Tian Wang;Yang Chen;Meina Qiao;Hichem Snoussi

  • FANET: Communication, mobility models and security issues

    Amira Chriki;Haifa Touati;Hichem Snoussi;Farouk Kamoun

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

    Tian Wang;Hichem Snoussi

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

    Maher Rebai;Matthieu Le berre;Hichem Snoussi;Faicel Hnaien

  • Generative Neural Networks for Anomaly Detection in Crowded Scenes

    Tian Wang;Meina Qiao;Zhiwei Lin;Ce Li

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

    Sandy Mahfouz;Farah Mourad-Chehade;Paul Honeine;Joumana Farah

  • SVM-based indoor localization in Wireless Sensor Networks

    Amira Chriki;Haifa Touati;Hichem Snoussi

  • Decentralized Variational Filtering for Target Tracking in Binary Sensor Networks

    Jing Teng;H Snoussi;C Richard

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

    Unknown

  • A reinforcement learning approach for UAV target searching and tracking

    Tian Wang;Ruoxi Qin;Yang Chen;Hichem Snoussi

  • Intrinsic Mode Entropy for Nonlinear Discriminant Analysis

    H. Amoud;H. Snoussi;D. Hewson;M. Doussot

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

    Jing Teng;H. Snoussi;C. Richard;Rong Zhou

  • Wireless sensor networks in biomedical: Body area networks

    Paul Honeine;Farah Mourad;Maya Kallas;Hichem Snoussi

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

    Unknown

  • Histograms of Optical Flow Orientation for Visual Abnormal Events Detection

    Tian Wang;Hichem Snoussi

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

    Tian Wang;Meina Qiao;Mengyi Zhang;Yi Yang

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

    Fouad Bousetouane;Lynda Dib;Hichem Snoussi

  • Controlled Mobility Sensor Networks for Target Tracking Using Ant Colony Optimization

    Farah Mourad;Hicham Chehade;Hichem Snoussi;Farouk Yalaoui

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

    F. Mourad;H. Snoussi;F. Abdallah;C. Richard

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

    Jean-Francois Cardoso;Hichem Snoussi;Jacques Delabrouille

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

    Aichun Zhu;Aichun Zhu;Qianyu Wu;Ran Cui;Tian Wang

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

    Tian Wang;Meina Qiao;Yingjun Deng;Yi Zhou

  • Binary Variational Filtering for Target Tracking in Sensor Networks

    Jing Teng;Hichem Snoussi;Cedric Richard

  • Fast joint separation and segmentation of mixed images

    Hichem Snoussi;Ali Mohammad-Djafari

Frequent Co-Authors

Cedric Richard
Cedric Richard Université Côte d'Azur
Majdi Mansouri
Majdi Mansouri Sultan Qaboos University
Mohamed Abid
Mohamed Abid University of Sfax
Fadi Dornaika
Fadi Dornaika Ikerbasque
Fei Tao
Fei Tao Beihang University
Jean-Yves Tourneret
Jean-Yves Tourneret National Polytechnic Institute of Toulouse
Ram Bilas Pachori
Ram Bilas Pachori Indian Institute of Technology Indore
Vince D. Calhoun
Vince D. Calhoun Georgia State University
Gang Zhang
Gang Zhang Agency for Science, Technology and Research
Nicolas Dobigeon
Nicolas Dobigeon National Polytechnic Institute of Toulouse

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