Advances in Intelligent Systems and Computing

Transcription

1 Advances in Intelligent Systems and Computing Volume 681 Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland

2 About this Series The series Advances in Intelligent Systems and Computing contains publications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare, life science are covered. The list of topics spans all the areas of modern intelligent systems and computing. The publications within Advances in Intelligent Systems and Computing are primarily textbooks and proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. This permits a rapid and broad dissemination of research results. Advisory Board Chairman Nikhil R. Pal, Indian Statistical Institute, Kolkata, India nikhil@isical.ac.in Members Rafael Bello Perez, Universidad Central Marta Abreu de Las Villas, Santa Clara, Cuba rbellop@uclv.edu.cu Emilio S. Corchado, University of Salamanca, Salamanca, Spain escorchado@usal.es Hani Hagras, University of Essex, Colchester, UK hani@essex.ac.uk László T. Kóczy, Széchenyi István University, Győr, Hungary koczy@sze.hu Vladik Kreinovich, University of Texas at El Paso, El Paso, USA vladik@utep.edu Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwan ctlin@mail.nctu.edu.tw Jie Lu, University of Technology, Sydney, Australia Jie.Lu@uts.edu.au Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexico epmelin@hafsamx.org Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazil nadia@eng.uerj.br Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Poland Ngoc-Thanh.Nguyen@pwr.edu.pl Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Kong jwang@mae.cuhk.edu.hk More information about this series at

3 Michał Choraś Ryszard S. Choraś Editors Image Processing and Communications Challenges 9 9th International Conference, IP&C 2017 Bydgoszcz, Poland, September 2017 Proceedings 123

4 Editors Michał Choraś University of Science and Technology, UTP Bydgoszcz Poland Ryszard S. Choraś University of Science and Technology, UTP Bydgoszcz Poland ISSN ISSN (electronic) Advances in Intelligent Systems and Computing ISBN ISBN (ebook) DOI / Library of Congress Control Number: Springer International Publishing AG 2018, corrected publication 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer International Publishing AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

5 Preface This volume of AISC contains the proceedings of the International Conference on Image Processing and Communications, IP&C 2017, which will be held in Bydgoszcz, on September 13 15, The International Conference on Image Processing and Communications started as a forum for researchers and practitioners in the broad fields of image processing, telecommunications, and pattern recognition. It is known for its scientific level, the special atmosphere, and attention to young researchers. As in the previous years, the International Conference on Image Processing and Communications IP&C 2017 was held in Bydgoszcz, Poland. IP&C 2017 was organized by the UTP University of Science and Technology and was hosted by the Institute of Telecommunications and Computer Sciences of the UTP University. The IP&C 2017 brought together the researchers, developers, practitioners, and educators in the field of image processing and computer networks. The conference proceedings contain 21 papers which were selected through a strict review process. During the conference, there were also two invited talks by young outstanding researchers: Dr Adam Schmidt from Technical University Munich and Dr Rafal Kozik from UTP University of Science and Technology. The presented papers cover all aspects of image processing (from topics concerning low-level to high-level image processing), pattern recognition, novel methods, and algorithms as well as modern communications. IP&C has been a major forum for scholars and practitioners on the latest challenges and developments in IP&C. The organization of such an event is not possible without the effort and the enthusiasm of the people involved. The success of the conference would not be possible without the hard work of the Local Organizing Committee. Without the high-quality submissions from the authors, the success of the conference would not be possible. Therefore, we would like to thank all authors for the effort they put into their submissions. v

6 vi Preface Last but not least, we are grateful to Dr Adam Marchewka for hard work as the Publication Chair, and also to Springer for publishing the IP&C 2017 proceedings in their Advances in Intelligent Systems and Computing series. I hope that all of the attendees found the conference informative and thought provoking. Michał Choraś Conference Chair

7 Organization Organization Committee Conference Chair Michał Choraś, Poland Honorary Chairs Ryszard Tadeusiewicz, Poland Ryszard S. Choraś, Poland International Program Committee Kevin W. Bowyer, USA Dumitru Dan Burdescu, Romania Christophe Charrier, France Leszek Chmielewski, Poland Michał Choraś, Poland Andrzej Dąbrowski, Poland Andrzej Dobrogowski, Poland Marek Domański, Poland Kalman Fazekas, Hungary Ewa Grabska, Poland Andrzej Kasiński, Poland Andrzej Kasprzak, Poland Marek Kurzyński, Poland vii

8 viii Organization Witold Malina, Poland Andrzej Materka, Poland Wojciech Mokrzycki, Poland Sławomir Nikiel, Poland Zdzisław Papir, Poland Jens M. Pedersen, Denmark Jerzy Pejaś, Poland Leszek Rutkowski, Poland Khalid Saeed, Poland Abdel-Badeeh M. Salem, Egypt Organizing Committee Łukasz Apiecionek, UKW Bydgoszcz, Poland Sławomir Bujnowski, UTP Bydgoszcz, Poland Piotr Kiedrowski, UTP Bydgoszcz, Poland Rafał Kozik, UTP Bydgoszcz, Poland Damian Ledziński, UTP Bydgoszcz, Poland Zbigniew Lutowski, UTP Bydgoszcz, Poland Adam Marchewka (Publication Chair), UTP Bydgoszcz, Poland Beata Marciniak, UTP Bydgoszcz, Poland Tomasz Marciniak, UTP Bydgoszcz, Poland Ireneusz Olszewski, UTP Bydgoszcz, Poland Karolina Skowron (Conference Secretary), UTP Bydgoszcz, Poland Mścisław Śrutek, UTP Bydgoszcz, Poland Łukasz Zabłudowski, UTP Bydgoszcz, Poland

9 Contents Image Processing Binary Line Oriented Histogram... 3 Piotr Lech and Krzysztof Okarma CT SPECT Analyzer - A Tool for CT and SPECT Data Fusion and Volumetric Visualization Maria H. Listewnik, Hanna Piwowarska-Bilska, Krzysztof Safranow, Jacek Iwanowski, Maria Laszczyńska, Maria Chosia, Marek Ostrowski, Bożena Birkenfeld, and Przemysław Mazurek Image Search Enhanced by Using External Data Sources and Reasoning Arkadiusz Cacko and Marcin Iwanowski Linguistic Description of Images Based on Fuzzy Histograms Krzysztof Wiaderek and Danuta Rutkowska Using Toboggan Segmentation in Detection of Centers and Radius of Cell Nuclei Przemysław Jacewicz and Józef Korbicz Evaluation of the Pre-processing Methods in Image-Based Palmprint Biometrics Agata Wojciechowska, Michał Choraś, and Rafał Kozik On the Way to Perfect Steganography Artur Jakubski and Janusz Bobulski PET Waste Classification Method and Plastic Waste DataBase - WaDaBa Janusz Bobulski and Jacek Piatkowski ix

10 x Contents Algorithms and Methods Estimation of Geometrical Deformations of 3D Prints Using Local Cross-Correlation and Monte Carlo Sampling Jarosław Fastowicz, Dawid Bąk, Przemysław Mazurek, and Krzysztof Okarma Quality Assessment of 3D Printed Surfaces in Fourier Domain Jarosław Fastowicz, Dawid Bąk, Przemysław Mazurek, and Krzysztof Okarma The AdaBoost Algorithm with Linear Modification of the Weights Robert Burduk Evaluation of Hashing Methods Performance on Binary Feature Descriptors Jacek Komorowski and Tomasz Trzciński Efficient Parallelization Methods of Labeling Algorithm Małgorzata Luchter-Boba, Piotr Łukasik, and Adam Piórkowski Communications and Miscellaneous Applications Modeling Telecommunication Networks with the Use of Reference Graphs Sławomir Bujnowski, Tomasz Marciniak, Zbigniew Lutowski, Beata Marciniak, and Daniel Bujnowski QoS Concept for Protecting Network Resources - A Case Study Łukasz Apiecionek and Jacek M. Czerniak Acceleration of Genome Sequencing with Intelligent Cloud Brokers Rocío Pérez de Prado, Sebastian García-Galán, Jose Enrique Muñoz-Expósito, and Adam Marchewka Learning Management Systems on Blended Learning Courses: An Experience-Based Observation Mehmet Şükrü Kuran, Jens Myrup Pedersen, and Raphael Elsner Technology and Software for Calculating Correct Normalization of Correlation Functions Ulkar E. Sattarova Running Sports Decision Aid Tool Based on Reinforcement Learning Approach Rafał Kozik, Joanna Morzyńska, and Michał Choraś

11 Contents xi Framework for Evaluating QoE for Remote Control of Autonomous Cars in Mobile Wireless Networks Adam Flizikowski and Mateusz Płócienniczak Moodle: Practical Advices for University Teachers Jens Myrup Pedersen and Mehmet Şükrü Kuran Comparison of Visual Descriptors for 3D Reconstruction of Non-rigid Planar Surfaces Michał Bednarek Erratum to: Comparison of Visual Descriptors for 3D Reconstruction of Non-rigid Planar Surfaces... E1 Michał Bednarek Author Index