Image processing and communications challenges 2

471 Pages·2010·8.705 MB·English

by  Choras R.S. (ed.)

Advances in Intelligent and
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OnCollectiveIntelligence,2010 Challenges2
ISBN978-3-642-14480-6 ISBN978-3-642-16294-7
Ryszard S. Choras´ (Ed.)
Image Processing and
Communications
Challenges 2
ABC
Editors
Prof.RyszardS.Choras´
UniversityofTechnologyandLifeSciences
Kordeckiego20
85-225Bydgoszcz
Poland
E-mail:[email protected]
ISBN978-3-642-16294-7 e-ISBN978-3-642-16295-4
DOI 10.1007/978-3-642-16295-4
AdvancesinIntelligentandSoftComputing ISSN1867-5662
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Foreword
Image Processing and Communications represents an exciting and dynamic
part of the information area.
This book consists of 52 scientific and technical papers from 14 Nations,
after a careful selection performed by many international reviewers. The
papers are conveniently grouped into 6 chapters:
(cid:129) Computer Vision and Image Processing
(cid:129) Biometric
(cid:129) Recognition and Classification
(cid:129) Biomedical Image Processing
(cid:129) Applications
(cid:129) Communications.
Each chapter focuses on a specific topic, presents results, and points out
challenges and future directions.
Anumberofpeoplehelpedinmakingthisbookareality.AdamMarchewka,
PhD.demonstratedtremendouscommitmentintypesettingthebook.Ithank
Karolina Skowron, who typed and corrected some portion of the text. I
expressmygratitudetoallreviewers.IamalsogratefultoThomasDitzinger,
editoratSpringerforkeepingmeonschedulefortheproductionofthebook.
Bydgoszcz, Ryszard S. Chora´s
October 2010
Contents
Part I: Computer Vision and Image Processing
Earliest Computer Vision Systems in Poland ................ 3
Ryszard Tadeusiewicz
VICAL: Visual Cognitive Architecture for Concepts
Learning to Understanding Semantic Image Content......... 15
Yamina Mohamed Ben Ali
Implementation of Computer Vision Algorithms in
DirectShow Technology...................................... 31
Piotr Szczypin´ski, Pawe(cid:2)l Pe(cid:2)lczynski, Dominik Szajerman, and
Pawe(cid:2)l Strumil(cid:2)l(cid:2)o
Implementation of Hurwitz-Radon Matrices in Shape
Representation .............................................. 39
Dariusz Jak´obczak
Video Quality Assessment Using the Combined
Full-Reference Approach..................................... 51
Krzysztof Okarma
An Improved Self-embedding Algorithm: Digital Content
Protection against Compression Attacks in Digital
Watermarking ............................................... 59
Pratheepan Yogarajah, Joan Condell, Kevin Curran, Abbas Cheddad,
and Paul McKevit
Generation of View Representation from View Points on
Spiral Trajectory ............................................ 67
Andrzej Salamon´czyk and Wojciech Mokrzycki
VIII Contents
Gradient Based Edge Detection in Various Color Spaces..... 75
Marek A. Samko
Improve Vector Quantization Strategy....................... 81
Zahraa F. Muhsen, Loay A. Jorj, and Imad H. Alhussaini
Part II: Biometric
Knuckle Biometrics for Human Identification ................ 91
Michal(cid:2) Chora´s and Rafa(cid:2)l Kozik
A New Method of Fingerprint Key Protection of Grid
Credential ................................................... 99
Yarema Varetskyy, Bogdan Rusyn, Agnieszka Molga, and Anatoliy
Ignatovych
Human Vein Pattern Segmentation from Low Quality
Images – A Comparison of Methods ......................... 105
Rafa(cid:2)l Kabacin´ski and Mateusz Kowalski
A Modified Algorithm for User Identification by His
Typing on the Keyboard..................................... 113
Piotr Panasiuk and Khalid Saeed
Multimodal Biometric Personal Authentication Integrating
Iris and Retina Images ...................................... 121
Ryszard S. Chora´s
Part III: Recognition and Classification
Fusion Methods for the Two Class Recognition Problem –
Analytical and Experimental Results ........................ 135
Michal(cid:2) Wo´zniak and Marcin Zmy´slony
Feature Type and Size Selection for AdaBoost Face
Detection Algorithm......................................... 143
Jerzy Dembski
3D Morphable Models Application for Expanding Face
Database Limited to Single Frontal Face Image Per
Person....................................................... 151
L(cid:2)ukasz Kulasek and Andrzej Czyz˙ewski
Contents IX
A Partition of Feature Space Based on Information Energy
in Classification with Fuzzy Observations .................... 159
Robert Burduk
Recognition of Signed Expressions Using Cluster-Based
Segmentation of Time Series ................................ 167
Mariusz Oszust and Marian Wysocki
Extending 3D Shape Measurement with Reflectance
Estimation................................................... 175
Robert Sitnik, Jakub Krzesl(cid:2)owski, and Grzegorz Maczkowski
(cid:2)
Software Framework for Efficient Tensor Representation
and Decompositions for Pattern Recognition in Computer
Vision ....................................................... 185
Bogus(cid:2)law Cyganek
Hand Shape Recognition in Real Images Using Hierarchical
Temporal Memory Trained on Synthetic Data ............... 193
Tomasz Kapu´scin´ski
Performance Comparison among Complex Wavelet
Transforms Based Face Recognition Systems................. 201
Alaa Eleyan and Hasan Demirel
Part IV: Biomedical Image Processing
The Method of Immunohistochemical Images
Standardization.............................................. 213
Anna Korzyn´ska, Urszula Neuman, Carlos Lopez,
Marylene Lejeun, and Ramon Bosch
The Usefulness of Textural Features in Prostate Cancer
Diagnosis .................................................... 223
Jacek S´mietan´ski
Noise Influance Reduction in Estimation of CBF, CBV and
MTT, MRI Perfusion Parameters ........................... 231
Rafa(cid:2)l Henryk Kartaszyn´ski and Pawe(cid:2)l Mikol(cid:2)ajczak
Interpretation of the Sequences of Magnetocardiographical
Images Based on Flow of Electrical Impulses through
Human Heart................................................ 239
Kamila Baron-Pa(cid:2)lucka
X Contents
Automatic Left Ventricle Segmentation in T2 Weighted
CMR Images ................................................ 247
Kurhairy Abdul Kadir, A. Payne, John J. Soraghan, and C. Berry
Research of Muscular Activity during Gait of Persons with
Cerebral Palsy............................................... 255
Kristina Daunoraviˇciene˙, Jolanta Pauk, Jim Raso, and Julius
Griˇskeviˇcius
Automated Recognition of Abnormal Structures in
WCE Images Based on Texture Most Discriminative
Descriptors .................................................. 263
Piotr Szczypin´ski and Artur Klepaczko
Augmented Reality Interface for Visualization of
Volumetric Medical Data .................................... 271
Tomasz Hachaj and Marek R. Ogiela
Biomedical Computer Vision Using Computer Algebra:
Analysis of a Case of Rhinocerebral Mucormycosis in a
Diabetic Boy ................................................ 279
Mario V´elez and Juan Ospina
Part V: Applications
Adaptive B-Spline Model Based Probabilistic Active
Contour for Weld Defect Detection in Radiographic
Imaging ..................................................... 289
Nafaa Nacereddine, Latifa Hamami, Djemel Ziou, and
Aicha Baya Goumeidane
FONN-Based Affine-Invariant Image Recognition............ 299
Bart(cid:2)lomiej Stasiak
Coarse-Grained Loop Parallelization for Image Processing
and Communication Applications............................ 307
W(cid:2)lodzimierz Bielecki and Marek Palkowski
SMAS - Stereovision Mobility Aid System for People with
a Vision Impairment......................................... 315
Rafa(cid:2)l Kozik
Extracting Symbolic Function Expressions by Means of
Neural Networks ............................................ 323
Jaros(cid:2)law Majewski and Ryszard Wojtyna
Contents XI
Mathematical Morphology in the Process of Musical
Notation Recognition........................................ 331
Arkadiusz Rajs
GPU-Accelerated Object Tracking Using Particle Filtering
and Appearance-Adaptive Models ........................... 337
Bogus(cid:2)law Rymut and Bogdan Kwolek
Application of Epipolar Rectification Algorithm in 3D
Television.................................................... 345
Jakub Stankowski and Krzysztof Klimaszewski
Crack Detection on Asphalt Surface Image Using Local
Minimum Analysis........................................... 353
Adam Marchewka
Eye Tracking System for Human Computer Interaction...... 361
Mscis(cid:2)law S´rutek andL(cid:2) ukasz Matuszak
Part VI: Communications
Errors Nature in Indoors Low Power 433 MHz Wireless
Network ..................................................... 373
Bartosz Boryna, Boz˙ydar Dubalski, Piotr Kiedrowski, and Antoni
Zab(cid:2)ludowski
Using Google Earth for Visualization in FTTH Network
Planning..................................................... 379
Jens Myrup Pedersen, Gustav Helgi Haraldsson, and M. Tahir Riaz
The Development of a Platform Based on Wireless Sensors
Network and ZigBee Protocol for the Easy Detection of
the Forest Fire. A Case Study ............................... 391
Andreas Vlissidis, Stavros Charakopoulos, and
Emmanouil Makrygiannakis
Mazovia Broadband Network (MBN Network). Case
Study........................................................ 401
Antoni Zab(cid:2)ludowski, Boz˙ydar Dubalski, andL(cid:2)ukasz Zabl(cid:2)udowski
The Method of GMPLS Network Reliability Evaluation ..... 417
Janusz Korniak and Pawe(cid:2)l R´oz˙ycki
The Improved Least Interference Routing Algorithm ........ 425
Ireneusz Olszewski