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Pattern Recognition and Artificial Intelligence

5th Mediterranean Conference, MedPRAI 2021, Istanbul, Turkey, December 17–18, 2021, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Chawki Djeddi

    1. Larbi Tebessi University, Tebessa, Algeria

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  2. Imran Siddiqi

    1. Bahria University, Islamabad, Pakistan

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  3. Akhtar Jamil

    1. FAST National University, Islamabad, Pakistan

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  4. Alaa Ali Hameed

    1. Istanbul Sabahattin Zaim University, Istanbul, Turkey

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  5. İsmail Kucuk

    1. Istanbul Sabahattin Zaim University, Istanbul, Turkey

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1543)

Included in the following conference series:

Conference proceedings info: MedPRAI 2021.

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About this book

This book constitutes the refereed proceedings of the 5th Mediterranean Conference on Pattern Recognition and Artificial Intelligence, MedPRAI 2021, held in Istanbul, Turkey, in December 2021.​ Due to the COVID-19 pandemic, MedPRAI 2021 was held fully online.
The 28 revised full papers and 4 short 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.


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Table of contents (28 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. Human Action Recognition Using Attention Mechanism and Gaze Information

      • Reyhaneh MohebAli, Rahil Mahdian Toroghi, Hassan Zareian
      Pages 3-17

    3. Face Recognition Under Partial Occlusion: A Detection and Exclusion of Occluded Face Regions Approach

      • Judith Abiero, Michael Kimwele, Geoffrey Chemwa
      Pages 18-32

    4. Color Vision Deficiency and Live Recoloring

      • Imran Shafiq Ahmad, Sami Ali Choudhry
      Pages 33-46

    5. Real Time Handling Occlusion in Augmented Reality Based on Photogrammetry

      • Bekiri Roumaissa, Babahenini Mohamed Chaouki
      Pages 47-62

    6. Colour Image Encryption Based on Fisher-Yates Algorithm and Chaotic Maps

      • Renjith V. Ravi, S. B. Goyal, Chawki Djeddi
      Pages 63-76

    7. Robust SLAM System by Incorporating UWB Positioning and Landmark Localization

      • Ming-Chi Yeh, Huei-Yung Lin
      Pages 77-91

  3. Intelligent Systems for Medical Diagnosis

    1. Front Matter

      Pages 93-93
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    2. Deep Learning for Liver Disease Prediction

      • Ebru Nur Mutlu, Ayse Devim, Alaa Ali Hameed, Akhtar Jamil
      Pages 95-107

    3. Pre-trained Backbones Effect on Nuclei Segmentation Performance

      • Chifa Maarouf, Mohamed Lamine Benomar, Nesma Settouti
      Pages 108-118

    4. Organ Detection in US Scanning by Non-expert Operator

      • François Derache, Philippe Arbeille, Didier Chaput, Nicole Vincent
      Pages 119-131

    5. Deep Transfer Learning Techniques for Automated Classification of Histological Childhood Medulloblastoma Images

      • Ghezali Waffa, Settouti Nesma
      Pages 132-144

    6. A New Medical Image Encryption Algorithm for IoMT Applications

      • Renjith V. Ravi, S. B. Goyal, Chawki Djeddi
      Pages 145-157

    7. Feature Relevance Analysis for Handwriting Based Identification of Parkinson’s Disease

      • Saman Khawar, Anum Kaleem, Momina Moetesum, Imran Siddiqi
      Pages 158-171

    8. EEG Based Major Depressive Disorder (MDD) Detection Using Machine Learning

      • Nayab Bashir, Sanam Narejo, Bushra Naz, Asif Ali
      Pages 172-183

  4. Document Analysis and Understanding

    1. Front Matter

      Pages 185-185
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    2. Islamophobic Hate Speech Detection from Electronic Media Using Deep Learning

      • Qasim Mehmood, Anum Kaleem, Imran Siddiqi
      Pages 187-200

    3. A Semi-automatic Document Screening System for Computer Science Systematic Reviews

      • Abdelhakim Hannousse, Salima Yahiouche
      Pages 201-215

    4. Handwriting Based Personality Traits Identification Using Adaptive Boosting and Textural Features

      • Abdellatif Gahmousse, Rabeb Yousfi, Chawki Djeddi
      Pages 216-227
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Other volumes

  1. Pattern Recognition and Artificial Intelligence

Editors and Affiliations

  • Larbi Tebessi University, Tebessa, Algeria

    Chawki Djeddi

  • Bahria University, Islamabad, Pakistan

    Imran Siddiqi

  • FAST National University, Islamabad, Pakistan

    Akhtar Jamil

  • Istanbul Sabahattin Zaim University, Istanbul, Turkey

    Alaa Ali Hameed, İsmail Kucuk

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