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Computer Analysis of Images and Patterns

20th International Conference, CAIP 2023, Limassol, Cyprus, September 25–28, 2023, Proceedings, Part I

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Nicolas Tsapatsoulis

    1. Cyprus University of Technology, Limassol, Cyprus

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  2. Andreas Lanitis

    1. Cyprus University of Technology/CYENS Center of Excellence, Limassol, Cyprus

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  3. Marios Pattichis

    1. The University of New Mexico, Albuquerque, USA

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  4. Constantinos Pattichis

    1. University of Cyprus/CYENS Center of Excellence, Nicosia, Cyprus

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  5. Christos Kyrkou

    1. University of Cyprus/KIOS Center of Excellence, Nicosia, Cyprus

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  6. Efthyvoulos Kyriacou

    1. Cyprus University of Technology, Limassol, Cyprus

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  7. Zenonas Theodosiou

    1. Cyprus University of Technology/CYENS Center of Excellence, Limassol, Cyprus

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  8. Andreas Panayides

    1. CYENS Center of Excellence, Nicosia, Cyprus

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14184)

Included in the following conference series:

Conference proceedings info: CAIP 2023.

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Table of contents (28 papers)

  1. Front Matter

    Pages i-xxiii
    Download chapter PDF

  2. PAR Contest 2023

    1. Front Matter

      Pages 1-1
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    2. PAR Contest 2023: Pedestrian Attributes Recognition with Multi-task Learning

      • Antonio Greco, Bruno Vento
      Pages 3-12

    3. Evaluation of a Visual Question Answering Architecture for Pedestrian Attribute Recognition

      • Modesto Castrillón-Santana, Elena Sánchez-Nielsen, David Freire-Obregón, Oliverio J. Santana, Daniel Hernández-Sosa, Javier Lorenzo-Navarro
      Pages 13-22

  3. Deep Learning

    1. Front Matter

      Pages 23-23
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    2. True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery

      • Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides
      Pages 25-34

    3. Explainability-Enhanced Neural Network for Thoracic Diagnosis Improvement

      • Flavia Costi, Darian M. Onchis, Codruta Istin, Gabriel V. Cozma
      Pages 35-44

    4. A Comparison of Neural Network-Based Super-Resolution Models on 3D Rendered Images

      • Rafael Berral-Soler, Francisco J. Madrid-Cuevas, Sebastián Ventura, Rafael Muñoz-Salinas, Manuel J. Marín-Jiménez
      Pages 45-55

    5. Safe Robot Navigation in Indoor Healthcare Workspaces

      • Eleftherios G. Vourkos, Evropi Toulkeridou, Antreas Kourris, Raquel Julia Ros, Eftychios G. Christoforou, Nacim Ramdani et al.
      Pages 56-64

    6. EMBiL: An English-Manipuri Bi-lingual Benchmark for Scene Text Detection and Language Identification

      • Veronica Naosekpam, Mushtaq Islam, Amul Chourasia, Nilkanta Sahu
      Pages 65-75

    7. Low-Dimensionality Information Extraction Model for Semi-structured Documents

      • Djedjiga Belhadj, Abdel Belaïd, Yolande Belaïd
      Pages 76-85

  4. Machine Learning for Image and Pattern Analysis

    1. Front Matter

      Pages 87-87
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    2. Downsampling GAN for Small Object Data Augmentation

      • Daniel Cores, Víctor M. Brea, Manuel Mucientes, Lorenzo Seidenari, Alberto Del Bimbo
      Pages 89-98

    3. Model Regularisation for Skin Lesion Symmetry Classification: SymDerm v2.0

      • Lidia Talavera-Martínez, Pedro Bibiloni, Aniza Giacaman, Rosa Taberner, Luis Javier Del Pozo Hernando, Manuel González-Hidalgo
      Pages 99-109

    4. Robust Adversarial Defence: Use of Auto-inpainting

      • Shivam Sharma, Rohan Joshi, Shruti Bhilare, Manjunath V. Joshi
      Pages 110-119

    5. Generalized Median Computation for Consensus Learning: A Brief Survey

      • Xiaoyi Jiang, Andreas Nienkötter
      Pages 120-130

    6. Efficient Representation Learning for Inner Speech Domain Generalization

      • Han Wei Ng, Cuntai Guan
      Pages 131-141

    7. Using Diffusion Models for Dataset Generation: Prompt Engineering vs. Fine-Tuning

      • Roy Voetman, Alexander van Meekeren, Maya Aghaei, Klaas Dijkstra
      Pages 142-152

    8. Towards Robust Colour Texture Classification with Limited Training Data

      • Mariya Shumska, Kerstin Bunte
      Pages 153-163

    9. Explaining StyleGAN Synthesized Swimmer Images in Low-Dimensional Space

      • Ashkan Mansouri Yarahmadi, Michael Breuß, Mohsen Khan Mohammadi
      Pages 164-173
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Other volumes

  1. Computer Analysis of Images and Patterns

  2. Computer Analysis of Images and Patterns

Keywords

About this book

This volume LNCS 14184 and 14185 constitutes the refereed proceedings of the 20th International Conference, CAIP 2023, in Limassol, Cyprus, in September 2023.  
The 54 full papers presented were carefully reviewed and selected from 67 submissions. They were organized in the following section as follows:

Part I-:PAR Contest 2023; Deep Learning; Machine Learning for Image and Pattern Analysis; and Object Recognition and Segmentation.



Part II : Biometrics- Human Pose Estimation- Action Recognition; Biomedical Image and Pattern Analysis; and General Vision- AI Applications.


Editors and Affiliations

  • Cyprus University of Technology, Limassol, Cyprus

    Nicolas Tsapatsoulis, Efthyvoulos Kyriacou

  • Cyprus University of Technology/CYENS Center of Excellence, Limassol, Cyprus

    Andreas Lanitis, Zenonas Theodosiou

  • The University of New Mexico, Albuquerque, USA

    Marios Pattichis

  • University of Cyprus/CYENS Center of Excellence, Nicosia, Cyprus

    Constantinos Pattichis

  • University of Cyprus/KIOS Center of Excellence, Nicosia, Cyprus

    Christos Kyrkou

  • CYENS Center of Excellence, Nicosia, Cyprus

    Andreas Panayides

Bibliographic Information

  • Book Title: Computer Analysis of Images and Patterns

  • Book Subtitle: 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25–28, 2023, Proceedings, Part I

  • Editors: Nicolas Tsapatsoulis, Andreas Lanitis, Marios Pattichis, Constantinos Pattichis, Christos Kyrkou, Efthyvoulos Kyriacou, Zenonas Theodosiou, … Andreas Panayides

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-44237-7

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-44236-0Published: 20 September 2023

  • eBook ISBN: 978-3-031-44237-7Published: 19 September 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXIII, 309

  • Number of Illustrations: 5 b/w illustrations, 99 illustrations in colour

  • Topics: Image Processing and Computer Vision

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