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Pattern Recognition and Image Analysis

11th Iberian Conference, IbPRIA 2023, Alicante, Spain, June 27–30, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Antonio Pertusa

    1. University of Alicante, Alicante, Spain

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  2. Antonio Javier Gallego

    1. University of Alicante, Alicante, Spain

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  3. Joan Andreu Sánchez

    1. Universitat Politècnica de València, Valencia, Spain

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  4. Inês Domingues

    1. IPO Porto, Coimbra, Portugal

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14062)

Included in the following conference series:

Conference proceedings info: IbPRIA 2023.

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Table of contents (56 papers)

  1. Front Matter

    Pages i-xxiv
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  2. Machine Learning

    1. Front Matter

      Pages 1-1
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    2. CCLM: Class-Conditional Label Noise Modelling

      • Albert Tatjer, Bhalaji Nagarajan, Ricardo Marques, Petia Radeva
      Pages 3-14

    3. Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification

      • Carlos Penarrubia, Jose J. Valero-Mas, Antonio Javier Gallego, Jorge Calvo-Zaragoza
      Pages 15-27

    4. Time Series Imputation in Faulty Systems

      • Ana Almeida, Susana Brás, Susana Sargento, Filipe Cabral Pinto
      Pages 28-39

    5. DARTS with Degeneracy Correction

      • Guillaume Lacharme, Hubert Cardot, Christophe Lenté, Nicolas Monmarché
      Pages 40-53

    6. A Fuzzy Logic Inference System for Display Characterization

      • Khleef Almutairi, Samuel Morillas, Pedro Latorre-Carmona, Makan Dansoko
      Pages 54-66

    7. Learning Semantic-Visual Embeddings with a Priority Queue

      • Rodrigo Valério, João Magalhães
      Pages 67-81

    8. Optimizing Object Detection Models via Active Learning

      • Dinis Costa, Catarina Silva, Joana Costa, Bernardete Ribeiro
      Pages 82-93

    9. Continual Vocabularies to Tackle the Catastrophic Forgetting Problem in Machine Translation

      • Salvador Carrión, Francisco Casacuberta
      Pages 94-107

    10. Evaluating Domain Generalization in Kitchen Utensils Classification

      • Carlos Garrido-Munoz, María Alfaro-Contreras, Jorge Calvo-Zaragoza
      Pages 108-118

  3. Document Analysis

    1. Front Matter

      Pages 119-119
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    2. Segmentation of Large Historical Manuscript Bundles into Multi-page Deeds

      • Jose Ramón Prieto, David Becerra, Alejandro Hector Toselli, Carlos Alonso, Enrique Vidal
      Pages 121-133

    3. A Study of Augmentation Methods for Handwritten Stenography Recognition

      • Raphaela Heil, Eva Breznik
      Pages 134-145

    4. Lifelong Learning for Document Image Binarization: An Experimental Study

      • Pedro González-Barrachina, María Alfaro-Contreras, Mario Nieto-Hidalgo, Jorge Calvo-Zaragoza
      Pages 146-157

    5. Test-Time Augmentation for Document Image Binarization

      • Adrian Rosello, Francisco J. Castellanos, Juan P. Martinez-Esteso, Antonio Javier Gallego, Jorge Calvo-Zaragoza
      Pages 158-169

    6. A Weakly-Supervised Approach for Layout Analysis in Music Score Images

      • Eric Ayllon, Francisco J. Castellanos, Jorge Calvo-Zaragoza
      Pages 170-181

    7. ResPho(SC)Net: A Zero-Shot Learning Framework for Norwegian Handwritten Word Image Recognition

      • Aniket Gurav, Joakim Jensen, Narayanan C. Krishnan, Sukalpa Chanda
      Pages 182-196

  4. Computer Vision

    1. Front Matter

      Pages 197-197
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    2. DeepArUco: Marker Detection and Classification in Challenging Lighting Conditions

      • Rafael Berral-Soler, Rafael Muñoz-Salinas, Rafael Medina-Carnicer, Manuel J. Marín-Jiménez
      Pages 199-210
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  1. Pattern Recognition and Image Analysis

Keywords

About this book

This book constitutes the refereed proceedings of the 11th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2023, held in Alicante, Spain, in June 27–30, 2023. 
The 56 papers accepted for these proceedings were carefully reviewed and selected from 86 submissions. They deal with Machine Learning, Document Analysis, Computer Vision, 3D Computer Vision, Computer Vision Applications, Medical Imaging & Applications, Machine Learning Applications.


Editors and Affiliations

  • University of Alicante, Alicante, Spain

    Antonio Pertusa, Antonio Javier Gallego

  • Universitat Politècnica de València, Valencia, Spain

    Joan Andreu Sánchez

  • IPO Porto, Coimbra, Portugal

    Inês Domingues

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