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Intelligent Systems and Pattern Recognition

Third International Conference, ISPR 2023, Hammamet, Tunisia, May 11–13, 2023, Revised Selected Papers, Part I

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Akram Bennour

    1. Larbi Tebessi University, Tebessa, Algeria

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  2. Ahmed Bouridane

    1. Sharjah University, Sharjah, United Arab Emirates

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  3. Lotfi Chaari

    1. University of Toulouse, Toulouse, France

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1940)

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Conference proceedings info: ISPR 2023.

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About this book

This volume constitutes selected papers presented during the Third International Conference on Intelligent Systems and Pattern Recognition, ISPR 2023, held in Hammamet, Tunisia, in May 2023. 
The 44 full papers presented were thoroughly reviewed and selected from the 129 submissions. The papers are organized in the following topical sections: computer vision; data mining; pattern recognition; machine and deep learning.

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Keywords

Table of contents (21 papers)

  1. Front Matter

    Pages i-xxi
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  2. Computer Vision

    1. Front Matter

      Pages 1-1
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    2. Impact of Neural Network Architecture for Fingerprint Recognition

      • Simon Hallösta, Mats I. Pettersson, Mattias Dahl
      Pages 3-14

    3. 3D Facial Reconstruction Based on a Single Image Using CNN

      • Ramzi Agaba, Mehdi Malah, Fayçal Abbas, Mohamed Chaouki Babahenini
      Pages 15-26

    4. Towards the Detectability of Image Steganography Using NNPRTOOL (Neural Network for Pattern Recognition)

      • Ayidh Alharbi
      Pages 27-37

    5. Enhancing Image Quality of Aging Smartphones Using Multi-scale Selective Kernel Feature Fusion Network

      • Md. Yearat Hossain, Md. Mahbub Hasan Rakib, Ifran Rahman Nijhum, Tanzilur Rahman
      Pages 38-51

    6. Off-Line Handwritten Math Formula Layout Analysis by ConvGNN

      • Kawther Khazri Ayeb, Afef Kacem Echi
      Pages 52-64

    7. A Semi-supervised Teacher-Student Model Based on MMAN for Brain Tissue Segmentation

      • Salah Felouat, Ramzi Bougandoura, Farrah Debbagh, Mohammed Elmahdi Khennour, Mohammed Lamine Kherfi, Khadra Bouanane
      Pages 65-75

    8. Deep Layout Analysis of Multi-lingual and Composite Documents

      • Takwa Ben Aïcha Gader, Afef Kacem Echi
      Pages 76-89

    9. A Novel Approach for Recognition and Classification of Hand Gesture Using Deep Convolution Neural Networks

      • Nourdine Herbaz, Hassan El Idrissi, Abdelmajid Badri
      Pages 90-105

    10. Breast Cancer Radiogenomics Data Generation Using Combined Generative Adversarial Networks GANs

      • Suzan Anwar, Shereen Ali, Dalya Abdulla, Sam Davis Omekara, Salavador Mendiola, Kai Wright et al.
      Pages 106-119

    11. A New Method for Microscopy Image Segmentation Using Multi-scale Line Detection

      • Fella Haddar, Djerou Leila
      Pages 120-128

    12. Combination of Local Features and Deep Learning to Historical Manuscripts Dating

      • Merouane Boudraa, Akram Bennour
      Pages 129-143

  3. Data Mining

    1. Front Matter

      Pages 145-145
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    2. Toward an Ontology of Pattern Mining over Data Streams

      • Dame Samb, Yahya Slimani, Samba Ndiaye
      Pages 147-161

    3. Passing Heatmap Prediction Based on Transformer Model Using Tracking Data for Football Analytics

      • Yisheng Pei, Varuna De Silva, Mike Caine
      Pages 162-173

    4. Data Clustering Using Tangent Search Algorithm

      • Karim Bechiri, Abdesslam Layeb
      Pages 174-188

    5. Multiple Diseases Forecast Through AI and IoMT Techniques: Systematic Literature Review

      • Asma Merabet, Asma Saighi, Zakaria Laboudi, Mohamed Abderraouf Ferradji
      Pages 189-206

    6. Feature Embedding Representation for Unsupervised Speaker Diarization in Telephone Calls

      • Meriem Hamouda, Halima Bahi
      Pages 207-215

    7. Using Blockchain Technology for Ranking the Common Core Cycles’ Students in Algerian Universities

      • Noura Zeroual, Lamia Mahnane, Mohamed Hafidi
      Pages 216-227
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Other volumes

  1. Intelligent Systems and Pattern Recognition

  2. Intelligent Systems and Pattern Recognition

Editors and Affiliations

  • Larbi Tebessi University, Tebessa, Algeria

    Akram Bennour

  • Sharjah University, Sharjah, United Arab Emirates

    Ahmed Bouridane

  • University of Toulouse, Toulouse, France

    Lotfi Chaari

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