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Progress in Image Processing, Pattern Recognition and Communication Systems

Proceedings of the Conference (CORES, IP&C, ACS) - June 28-30 2021

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Michal Choraś

    1. Institute of Computer Science and Telecommunications, University of Science and Technlogy, Bydgoszcz, Poland

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  2. Ryszard S. Choraś

    1. Institute of Computer Science and Telecommunications, University of Science and Technology, Bydgoszcz, Poland

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  3. Marek Kurzyński

    1. Faculty of Electronics, Wroclaw University of Science and Technology, Wrocław, Poland

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  4. Paweł Trajdos

    1. Faculty of Electronics, Wroclaw University of Science and Technology, Wrocław, Poland

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  5. Jerzy Pejaś

    1. West Pomeranian University of Technology in Szczecin, Szczecin, Poland

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  6. Tomasz Hyla

    1. West Pomeranian University of Technology in Szczecin, Szczecin, Poland

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  • Presents a collection of high-quality research papers
  • Addresses computer system-related technological challenges
  • Presents different application areas of pattern recognition

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 255)

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Table of contents (33 papers)

  1. Front Matter

    Pages i-xiv
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  2. Advances in Pattern Recognition and Classifiers

    1. Front Matter

      Pages 1-1
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    2. Building an Ensemble of Classifiers via Randomized Models of Ensemble Members

      • Pawel Trajdos, Marek Kurzynski
      Pages 3-13

    3. Hybrid Learning Model for Syntactic Pattern Recognition

      • Mariusz Flasiński, Janusz Jurek, Tomasz Peszek
      Pages 14-22

    4. Distance Metrics in Clustering and Weighted Scoring Algorithm

      • Jakub Klikowski, Robert Burduk
      Pages 23-33

    5. Exploration of Hardware Acceleration Methods for an XNOR Traffic Signs Classifier

      • Dominika Przewlocka-Rus, Marcin Kowalczyk, Tomasz Kryjak
      Pages 34-45

    6. ALEA: An Anonymous Leader Election Algorithm for Synchronous Distributed Systems

      • Deepanjan Mitra, Agostino Cortesi, Nabendu Chaki
      Pages 46-58

  3. Progress in Image Processing and Computer Vision

    1. Front Matter

      Pages 59-59
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    2. Comparing Concepts of Quantum and Classical Neural Network Models for Image Classification Task

      • Rafał Potempa, Sebastian Porebski
      Pages 61-71

    3. Can Color Visual Cryptography Be Truly Random?

      • Leszek J. Chmielewski, Mariusz Nieniewski, Arkadiusz Orłowski
      Pages 72-86

    4. Description-Based Ranking of Visual Instances: Feasibility Study for Keypoints

      • Andrzej Śluzek
      Pages 87-96

    5. Fuzzy System for Lip Print Identification

      • Przemysław Kudłacik, Tomasz Orczyk
      Pages 97-106

    6. Assessment of Correlations Between Age and Textural Features of CT Images of Thoracic Vertebrae

      • Weronika Węgrzyn, Monika Pierzchała, Paulina Bałon, Robert Paweł Banyś, Adam Piórkowski
      Pages 107-115

    7. Preprocessing of Document Images Based on the GGD and GMM for Binarization of Degraded Ancient Papyri Images

      • Hubert Michalak, Robert Krupiński, Piotr Lech, Krzysztof Okarma
      Pages 116-124

    8. Application of Image Entropy Analysis for the Quality Assessment of Stitched Images

      • Krzysztof Okarma, Mateusz Kopytek
      Pages 125-132

  4. Practical Applications of Computer Recognition Systems

    1. Front Matter

      Pages 133-133
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    2. Gyroscope-Based Remote Text Entry Interface

      • Adam Nowosielski, Patryk Krasa
      Pages 135-144

    3. Comparison of the Effects of Different Preprocessing Methods on Homogeneity Assessment of Digital Intraoral Radiographs of Root Canal Fillings

      • Jagoda Łebska, Barbara Obuchowicz, Rafał Obuchowicz, Adam Piórkowski
      Pages 145-152

    4. Impact of Software Bug Report Preprocessing and Vectorization on Bug Assignment Accuracy

      • Lukasz Chmielowski, Michal Kucharzak
      Pages 153-162

    5. On Machine Learning for Autism Prediction from Functional Connectivity

      • Moises Silva, Manuel Graña
      Pages 163-172
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Other volumes

  1. Progress in Image Processing, Pattern Recognition and Communication Systems

Keywords

About this book

This book presents a collection of high-quality research papers accepted to multi-conference consisting of International Conference on Image Processing and Communications (IP&C 2021), International Conference on Computer Recognition Systems (CORES 2021), International Conference on Advanced Computer Systems (ACS 2021) held jointly in Bydgoszcz, Poland (virtually), in June 2021.
 
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. Machine learning solutions for security and networks are tackled in part four of the book, while the last part collects papers on progress in advanced computer systems.
 
We believe this book will be interesting for researchers and practitioners in many fields of computer science and IT applications.

Editors and Affiliations

  • Institute of Computer Science and Telecommunications, University of Science and Technlogy, Bydgoszcz, Poland

    Michal Choraś

  • Institute of Computer Science and Telecommunications, University of Science and Technology, Bydgoszcz, Poland

    Ryszard S. Choraś

  • Faculty of Electronics, Wroclaw University of Science and Technology, Wrocław, Poland

    Marek Kurzyński, Paweł Trajdos

  • West Pomeranian University of Technology in Szczecin, Szczecin, Poland

    Jerzy Pejaś, Tomasz Hyla

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