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Pattern Recognition and Artificial Intelligence

4th Mediterranean Conference, MedPRAI 2020, Hammamet, Tunisia, December 20–22, 2020, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Chawki Djeddi

    1. Larbi Tebessi University, Tebessa, Algeria

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  2. Yousri Kessentini

    1. Digital Research Center of Sfax, Sfax, Tunisia

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  3. Imran Siddiqi

    1. Bahria University, Islamabad, Pakistan

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  4. Mohamed Jmaiel

    1. Digital Research Centre of Sfax, Sfax, Tunisia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1322)

Included in the following conference series:

Conference proceedings info: MedPRAI 2020.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xiii
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  2. Computer Vision and Image Processing

    1. Front Matter

      Pages 1-1
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    2. Fine-Tuning a Pre-trained CAE for Deep One Class Anomaly Detection in Video Footage

      • Slim Hamdi, Hichem Snoussi, Mohamed Abid
      Pages 3-17

    3. Plant Disease Recognition Using Optimized Deep Convolutional Neural Networks

      • Ali Ghofrani, Rahil Mahdian Toroghi, Hamid Behnegar
      Pages 18-30

    4. APS: A Large-Scale Multi-modal Indoor Camera Positioning System

      • Ali Ghofrani, Rahil Mahdian Toroghi, Seyed Mojtaba Tabatabaie
      Pages 31-46

    5. Improved Bilinear Model for Facial Expression Recognition

      • M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia
      Pages 47-59

    6. End-to-End Spectral-Temporal Fusion Using Convolutional Neural Network

      • Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini
      Pages 60-72

    7. Fusing Local and Global Features for Person Re-identification Using Multi-stream Deep Neural Networks

      • Mahmoud Ghorbel, Sourour Ammar, Yousri Kessentini, Mohamed Jmaiel, Ahmed Chaari
      Pages 73-85

    8. Analysis of Histogram of Oriented Gradients on Gait Recognition

      • Chirawat Wattanapanich, Hong Wei, Wei Xu
      Pages 86-97

    9. Possibilistic Classifier Combination for Person Re-identification

      • Ilef Ben Slima, Sourour Ammar, Mahmoud Ghorbel, Yousri Kessentini
      Pages 98-111

    10. Implementation of Open-Source Image Analysis Techniques in Commercial Quality Control Systems

      • Ross Ockmore, Wei Xu, Hong Wei
      Pages 112-124

    11. Ensemble Classification Using Entropy-Based Features for MRI Tissue Segmentation

      • Nadjet Bouchaour, Smaine Mazouzi
      Pages 125-139

    12. From a Textual Narrative to a Visual Story

      • Imran Shafiq Ahmad, Havish Kadiyala, Boubakeur Boufama
      Pages 140-151

  3. Document and Media Analysis

    1. Front Matter

      Pages 153-153
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    2. Personality Traits Identification Through Handwriting Analysis

      • Tahar Mekhaznia, Chawki Djeddi, Sobhan Sarkar
      Pages 155-169

    3. Efficient Service Selection in Multimedia Documents Adaptation Processes

      • Zakaria Laboudi, Abdelkader Moudjari, Asma Saighi, Hamana Nazim Hamri
      Pages 170-187

    4. Offline Writer Identification Based on CLBP and VLBP

      • Faycel Abbas, Abdeljalil Gattal, Chawki Djeddi, Ameur Bensefia, Akhtar Jamil, Kamel Saoudi
      Pages 188-199

    5. Deep Learning Architecture for Off-Line Recognition of Handwritten Math Symbols

      • Kawther Khazri Ayeb, Yosra Meguebli, Afef Kacem Echi
      Pages 200-214

    6. A Conditional GAN Based Approach for Distorted Camera Captured Documents Recovery

      • Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
      Pages 215-228

    7. Learning Features for Writer Identification from Handwriting on Papyri

      • Sidra Nasir, Imran Siddiqi
      Pages 229-241
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Other volumes

  1. Pattern Recognition and Artificial Intelligence

Keywords

About this book

This book constitutes the refereed proceedings of the 4th Mediterranean Conference on Pattern Recognition and Artificial Intelligence, MedPRAI 2020, held in Hammamet, Tunisia, in December 2020.​ Due to the COVID-19 pandemic the conference was held online.

The 24 revised papers presented were thoroughly reviewed and selected from 72 submissions. The papers are covering the topics of recent advancements in different areas of pattern recognition and artificial intelligence, such as statistical, structural and syntactic pattern recognition, machine learning, data mining, neural networks, computer vision, multimedia systems, information retrieval, etc.





Editors and Affiliations

  • Larbi Tebessi University, Tebessa, Algeria

    Chawki Djeddi

  • Digital Research Center of Sfax, Sfax, Tunisia

    Yousri Kessentini

  • Bahria University, Islamabad, Pakistan

    Imran Siddiqi

  • Digital Research Centre of Sfax, Sfax, Tunisia

    Mohamed Jmaiel

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