Pattern Recognition and Artificial Intelligence

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

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.

• artificial intelligence
• computer networks
• computer security
• computer vision
• data mining
• databases
• deep learning
• image analysis
• image enhancement
• image processing
• image reconstruction
• image segmentation
• imaging systems
• information retrieval
• machine learning
• network protocols
• neural networks
• pattern recognition
• signal processing

• 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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