Table Of ContentAdvances in Intelligent Systems and Computing 313
Ryszard S. Choraś Editor
Image Processing
& Communications
Challenges 6
Advances in Intelligent Systems and Computing
Volume 313
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Ryszard S. Choras´
Editor
Image Processing
& Communications
Challenges 6
ABC
Editor
RyszardS.Choras´
InstituteofTelecommunications
University of Technology & Life Sciences
Bydgoszcz
Poland
ISSN2194-5357 ISSN2194-5365 (electronic)
ISBN978-3-319-10661-8 ISBN978-3-319-10662-5 (eBook)
DOI10.1007/978-3-319-10662-5
LibraryofCongressControlNumber:2014948175
SpringerChamHeidelbergNewYorkDordrechtLondon
(cid:2)c SpringerInternationalPublishingSwitzerland2015
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Preface
It is with great pleasure that I welcome you all to the proceedings of the 6th
International Image Processing and Communications Conference (IP&C 2014)
held in Bydgoszcz,10–12 September 2014.
At the same time is growing interest in Image Processing and Communica-
tions and its applications in science, engineering, medical image analysis and
biometrics.
IP&C is a central topic in contemporary computer and IT science and are
interdisciplinary areas, where researchersand practitioners may find interesting
problems which can be successfully solved.
Thepresentbookincludesasetofpapersonactualproblemsofresearchand
application of image processing and communications technologies. I sincerely
hope that this book provides a good view into research presented at the IP&C
2014 Conference and will offer opportunities for professionalgrowth.
The book consists of two sections:
1. Image processing
2. Communications.
Finally, I would like to thank all authors, reviewers and participants, who
contributedtothehighqualityoftheIP&CConferenceandscientificexchanges.
Bydgoszcz
September 2014 Ryszard S. Choraś
Table of Contents
Part I: Image Processing
Two-Dimensional Hidden Markov Models in Road Signs Recognition .... 3
Janusz Bobulski
Evaluating the Mutual Position of Objects on the Visual Scene
Using MorphologicalProcessing and Reasoning ....................... 13
Arkadiusz Cacko, Marcin Iwanowski
Vascular Biometry ............................................... 21
Ryszard S. Choraś
Clustering-Based Retrieval of Similar Outfits Based on Clothes Visual
Characteristics ................................................... 29
Piotr Czapiewski, Paweł Forczmański, Dariusz Frejlichowski,
Radosław Hofman
Improving Shape Retrieval and Classification Rates through
Low-Dimensional Features Fusion ................................... 37
Paweł Forczmański
Accelerating the 3D Random Walker Image Segmentation Algorithm
by Image Graph Reduction and GPU Computing ..................... 45
Jarosław Gocławski, Tomasz Węgliński, Anna Fabijańska
Computed Tomography Images Denoising with Markov Random Field
Model Parametrized by Prewitt Mask ............................... 53
Michał Knas, Robert Cierniak
Neural Video Compression Algorithm................................ 59
Michał Knop, Piotr Dobosz
DiscoveringImportantRegionsofCytologicalSlidesUsingClassification
Tree............................................................. 67
Marek Kowal, Andrzej Marciniak, Roman Monczak,
Andrzej Obuchowicz
Gaussian Mixture Model Based Non-local Means Technique for Mixed
Noise Suppression in Color Images .................................. 75
Maria Luszczkiewicz-Piatek
VIII Contents
Robust Image Retrieval Based on Mixture Modeling of Weighted
Spatio-color Information ........................................... 85
Maria Luszczkiewicz-Piatek, Bogdan Smolka
Automatic Classification of Tahitian Pearls........................... 95
Martin Loesdau, Sébastien Chabrier, Alban Gabillon
Noise Reduction in Ultrasound Images Based on the Concept of Local
Neighborhood Exploration ......................................... 103
Krystyna Malik, Bernadetta Machala, Bogdan Smołka
Viterbi Algorithm for Noise Line Following Robots .................... 111
Przemysław Mazurek
Influence of Impulse Noise on ST–TBD and Viterbi
Track–Before–DetectAlgorithms.................................... 119
Przemysław Mazurek
Hybrid Shape Descriptors for an Improved Weld Defect Retrieval
in Radiographic Testing............................................ 127
Nafaa Nacereddine, Djemel Ziou
On the Usefulness of Combined Metrics for 3D Image Quality
Assessment....................................................... 137
Krzysztof Okarma
Application of Super-Resolution Algorithms for the Navigation
of Autonomous Mobile Robots...................................... 145
Krzysztof Okarma, Mateusz Tecław, Piotr Lech
Image Processing with Process Migration ............................ 153
Zdzisław Onderka, Dariusz Półchłopek
Automatic Extraction of Business Logic from Digital Documents........ 161
Paweł Pieniążek
Comparison of Assessment Regularity Methods Dedicated to Isotropic
Cells Structures Analysis........................................... 169
Adam Piórkowski, Przemysław Mazurek,
Jolanta Gronkowska–Serafin
Towards Automated Cell Segmentation in Corneal Endothelium
Images .......................................................... 179
Adam Piórkowski, Jolanta Gronkowska-Serafin
A Texture-Based Energy for Active Contour Image Segmentation ....... 187
Daniel Reska, Cezary Boldak, Marek Kretowski
Object Localization and Detection Using Variance Filter ............... 195
Grzegorz Sarwas, Sławomir Skoneczny
Contents IX
The Impact of the Image Feature Detector and Descriptor Choice
on Visual SLAM Accuracy ......................................... 203
Adam Schmidt, Marek Kraft
Face Recognition: Shape versus Texture.............................. 211
Maciej Smiatacz
Spatio-temporal Digital Path Approach to Video Enhancement ......... 219
Marek Szczepański
Emotion Recognition for Affect Aware Video Games................... 227
Mariusz Szwoch, Wioleta Szwoch
Registration and Analysis of Data during Registration and Exposure
Process .......................................................... 237
Jarosław Zdrojewski, Adam Marchewka, Rocío Pérez de Prado
Detection of Defects in Carbon-Fiber Composites
Using Computer-Vision-BasedProcessing of Microwave Maps........... 245
Bartłomiej Zieliński, Marcin Iwanowski, Bartłomiej Salski,
Szymon Reszewicz
Part II: Communications
Network Anomaly Detection Based on ARFIMA Model................ 255
Tomasz Andrysiak, Łukasz Saganowski
Is European Broadband Ready for Smart Grid?....................... 263
Kartheepan Balachandran, Jens Myrup Pedersen
A Simulator Concept for Cloud Computing Infrastructure.............. 269
Sławomir Hanczewski, Marta Kędzierska, Maciej Piechowiak
The New Model of Limited Availability Group........................ 277
Sławomir Hanczewski, Wojciech Słowik
Hardening Web Applications against SQL Injection Attacks
Using Anomaly Detection Approach................................. 285
Rafał Kozik, Michał Choraś, Witold Hołubowicz
Versatile Remote Access Environment for Computer Networking
Laboratory....................................................... 293
Karol Kuczyński, Rafał Stęgierski, Waldemar Suszyński,
Michael Pellerin
A Low Bitrate Video Transmission for IP Networks ................... 301
Piotr Lech
X Contents
Dynamic Routing and Spectrum Assignment for Varying Traffic
in Flexible Optical Networks ....................................... 309
Ireneusz Olszewski
Reduction of Reference Set for Network Data Analyzing
Using the Bubble Algorithm........................................ 319
Artur Sierszeń
Author Index ................................................ 329
