Pattern Recognition. ICPR International Workshops and Challenges

1. Front Matter

   Pages i-xix

   PDF

2. PATCAST - International Workshop on Pattern Forecasting

   1. Front Matter

      Pages 1-3

      PDF

   2. Adaptive Future Frame Prediction with Ensemble Network

      • Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko Sasaki

      Pages 5-19

   3. Rain-Code Fusion: Code-to-Code ConvLSTM Forecasting Spatiotemporal Precipitation

      • Takato Yasuno, Akira Ishii, Masazumi Amakata

      Pages 20-34

3. PATRECH2020 - II International Workshop on Pattern Recognition for Cultural Heritage

   1. Front Matter

      Pages 35-37

      PDF

   2. Using Graph Neural Networks to Reconstruct Ancient Documents

      • Cecilia Ostertag, Marie Beurton-Aimar

      Pages 39-53

   3. AnCoins: Image-Based Automated Identification of Ancient Coins Through Transfer Learning Approaches

      • Chairi Kiourt, Vasilis Evangelidis

      Pages 54-67

   4. Subjective Assessments of Legibility in Ancient Manuscript Images - The SALAMI Dataset

      • Simon Brenner, Robert Sablatnig

      Pages 68-82

   5. Can OpenPose Be Used as a 3D Registration Method for 3D Scans of Cultural Heritage Artifacts

      • Tomislav Pribanić, David Bojanić, Kristijan Bartol, Tomislav Petković

      Pages 83-96

   6. Survey on Deep Learning-Based Kuzushiji Recognition

      • Kazuya Ueki, Tomoka Kojima

      Pages 97-111

   7. Stylistic Classification of Historical Violins: A Deep Learning Approach

      • Piercarlo Dondi, Luca Lombardi, Marco Malagodi, Maurizio Licchelli

      Pages 112-125

   8. Text Line Extraction Using Fully Convolutional Network and Energy Minimization

      • Berat Kurar Barakat, Ahmad Droby, Reem Alaasam, Boraq Madi, Irina Rabaev, Jihad El-Sana

      Pages 126-140

   9. Handwriting Classification of Byzantine Codices via Geometric Transformations Induced by Curvature Deformations

      • Dimitris Arabadjis, Constantin Papaodysseus, Athanasios Rafail Mamatsis, Eirini Mamatsi

      Pages 141-155

   10. Visual Programming-Based Interactive Analysis of Ancient Documents: The Case of Magical Signs in Jewish Manuscripts

       • Parth Sarthi Pandey, Vinodh Rajan, H. Siegfried Stiehl, Michael Kohs

       Pages 156-170

   11. Quaternion Generative Adversarial Networks for Inscription Detection in Byzantine Monuments

       • Giorgos Sfikas, Angelos P. Giotis, George Retsinas, Christophoros Nikou

       Pages 171-184

   12. Transfer Learning Methods for Extracting, Classifying and Searching Large Collections of Historical Images and Their Captions

       • Cindy Roullet, David Fredrick, John Gauch, Rhodora G. Vennarucci, William Loder

       Pages 185-199

   13. Deep Learning Spatial-Spectral Processing of Hyperspectral Images for Pigment Mapping of Cultural Heritage Artifacts

       • Di Bai, David W. Messinger, David Howell

       Pages 200-214

   14. Abstracting Stone Walls for Visualization and Analysis

       • Giovanni Gallo, Francesca Buscemi, Michele Ferro, Marianna Figuera, Paolo Marco Riela

       Pages 215-222

   15. PapyRow: A Dataset of Row Images from Ancient Greek Papyri for Writers Identification

       • Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Isabelle Marthot-Santaniello, Alessandra Scotto di Freca

       Pages 223-234

   16. Stone-by-Stone Segmentation for Monitoring Large Historical Monuments Using Deep Neural Networks

       • Koubouratou Idjaton, Xavier Desquesnes, Sylvie Treuillet, Xavier Brunetaud

       Pages 235-248

This 8-volumes set constitutes the refereed of the 25^th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic. The 416 full papers presented in these 8 volumes were carefully reviewed and selected from about 700 submissions. The 46 workshops cover a wide range of areas including machine learning, pattern analysis, healthcare, human behavior, environment, surveillance, forensics and biometrics, robotics and egovision, cultural heritage and document analysis, retrieval, and women at ICPR2020.

• artificial intelligence
• computer hardware
• computer networks
• computer science
• computer systems
• computer vision
• databases
• education
• engineering
• image analysis
• image processing
• image quality
• image reconstruction
• image segmentation
• internet
• learning
• machine learning
• neural networks
• pattern recognition
• signal processing

• Dipartimento di Ingegneria dell’Informazione, University of Firenze, Firenze, Italy

  Alberto Del Bimbo, Marco Bertini

• Dipartimento di Ingegneria “Enzo Ferrari”, Università di Modena e Reggio Emilia, Modena, Italy

  Rita Cucchiara, Roberto Vezzani

• Department of Computer Science, Boston University, Boston, USA

  Stan Sclaroff

• Dipartimento di Matematica e Informatica, University of Catania, Catania, Italy

  Giovanni Maria Farinella

• Cloud & AI, JD.COM, Beijing, China

  Tao Mei

• Computational Sciences Department, National Institute of Astrophysics, Optics and Electronics (INAOE), Tonantzintla, Mexico

  Hugo Jair Escalante

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