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Progress on Pattern Classification, Image Processing and Communications

Proceedings of the CORES and IP&C Conferences 2023

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Robert Burduk

    1. Wrocław University of Science and Technology, Wrocław, Poland

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  2. Michał Choraś

    1. University of Technology and Life Science, Bydgoszcz, Poland

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  3. Rafał Kozik

    1. University of Technology and Life Science, Bydgoszcz, Poland

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  4. Paweł Ksieniewicz

    1. Wrocław University of Science and Technology, Wrocław, Poland

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  5. Tomasz Marciniak

    1. University of Technology and Life Science, Bydgoszcz, Poland

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  6. Paweł Trajdos

    1. Wrocław University of Science and Technology, Wrocław, Poland

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  • Provides recent research in computer recognition systems, image processing, communications, and computer systems
  • Offers proceedings of the CORES 2023 and IP&C 2023 conferences
  • Presents both methodological issues and different application areas of pattern recognition

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 766)

Included in the following conference series:

Conference proceedings info: CORES 2023, IP&C 2023.

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Table of contents (23 papers)

  1. Front Matter

    Pages i-xi
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  2. Advanced Data Analysis and Machine Learning

    1. Front Matter

      Pages 1-1
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    2. A Novel Approach of Multi-string Parsing for Syntactic Pattern Recognition

      • Mariusz Flasiński, Janusz Jurek
      Pages 3-13

    3. Hollow n-grams Vectorizer for Natural Language Processing Problems

      • Weronika Borek-Marciniec, Paweł Ksieniewicz
      Pages 15-22

    4. A Non-deep Approach to Classifying Movie Genres Based on Multimodal Data

      • Paweł Niedziółka, Paweł Zyblewski
      Pages 23-33

    5. Incremental Extreme Learning Machine for Binary Data Stream Classification

      • Karol Wojtachnia, Joanna Komorniczak, Paweł Ksieniewicz
      Pages 35-44

    6. Interpreting Intrusions - The Role of Explainability in AI-Based Intrusion Detection Systems

      • Marek Pawlicki, Aleksandra Pawlicka, Mścisław Śrutek, Rafał Kozik, Michał Choraś
      Pages 45-53

    7. Real-Time Deformation of Three-Dimensional Volumetric Models Using Mesh Models

      • Kamil Szostek
      Pages 55-62

    8. Hyperparameters Optimization Using GridSearchCV Method for TinyML Models

      • Tobiasz Puślecki, Krzysztof Walkowiak
      Pages 63-69

    9. Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy

      • Joanna Komorniczak, Paweł Ksieniewicz, Michał Woźniak
      Pages 71-82

  3. Image Processing

    1. Front Matter

      Pages 83-83
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    2. Deep Learning for Pit Detection in Cherries

      • Piotr Garbat, Maciej Smyl
      Pages 85-92

    3. Image Analysis System for Augmented Reality Games

      • Piotr Garbat, Grzegorz Galiński, Michał Żakowski, Mateusz Bieniek, Maciej Lasocki
      Pages 93-100

    4. Coregistration of Selected Sequences in MRI Imaging Based on Edge Analysis of Image Difference

      • Mikołaj Najda, Rafał Obuchowicz, Adam Piórkowski
      Pages 101-109

    5. Actinic Keratosis Prediction Based on Deep Learning Methods

      • Guan-Yi He, Chi-Ping Su, Chung-Shuo Chen, Yao-Sung Hsiang, Wei-Huan Hu, Shin-Jye Lee
      Pages 111-120

    6. A New Assessment of Convolutional Neural Networks for Texture Directionality Detection

      • Marcin Kociołek, Antonio Cardone
      Pages 121-131

    7. Knowledge Distillation with Relative Representations for Image Representation Learning

      • Patrick Ramos, Raphael Alampay, Patricia Abu
      Pages 133-143

    8. An Approach for CT Image Conversion Using Filtering Based on Quaternion Mathematics

      • Mahmoud Nasr, Adam Piórkowski, Krzysztof Brzostowski, Fathi E. Abd El-Samie
      Pages 145-156

    9. Exploring Text-Guided Synthetic Distribution Shifts for Robust Image Classification

      • Ryan Ramos, Raphael Alampay, Patricia Abu
      Pages 157-165

  4. Artificial Intelligence: Various Applications and Problems

    1. Front Matter

      Pages 167-167
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Other volumes

  1. Progress on Pattern Classification, Image Processing and Communications

Keywords

About this book

This book presents a collection of high-quality research papers accepted to multi-conference consisting of the 13th International Conference on Image Processing and Communications (IP&C 2023), the 13th International Conference on Computer Recognition Systems (CORES 2023) held jointly in Wroclaw, Poland (virtually), in June 2023.

The accepted papers address current computer science and computer systems-related technological challenges and solutions, as well as many practical applications and results.

The first part of the book deals with advances in pattern recognition and classifiers, the second part is devoted to image processing and computer vision, while the third part addresses practical applications of computer recognition systems.

We believe this book will be interesting for researchers and practitioners in many fields of computer science and IT applications.



Editors and Affiliations

  • Wrocław University of Science and Technology, Wrocław, Poland

    Robert Burduk, Paweł Ksieniewicz, Paweł Trajdos

  • University of Technology and Life Science, Bydgoszcz, Poland

    Michał Choraś, Rafał Kozik, Tomasz Marciniak

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