Communications in Computer and Information Science 287 Andrzej Dziech Andrzej Czyz˙ewski (Eds.) Multimedia Communications, Services and Security 5th International Conference, MCSS 2012 Krakow, Poland, May 31–June 1, 2012 Proceedings 1 3 VolumeEditors AndrzejDziech AGHUniversityofScienceandTechnology DepartmentofTelecommunications Krakow,Poland E-mail:[email protected] AndrzejCzyz˙ewski GdanskUniversityofTechnology MultimediaSystemsDepartment Gdansk,Poland E-mail:[email protected] ISSN1865-0929 e-ISSN1865-0937 ISBN978-3-642-30720-1 e-ISBN978-3-642-30721-8 DOI10.1007/978-3-642-30721-8 SpringerHeidelbergDordrechtLondonNewYork LibraryofCongressControlNumber:2012938500 CRSubjectClassification(1998):K.6.5,K.4.4,H.5.1,H.4,D.4.6,C.2 ©Springer-VerlagBerlinHeidelberg2012 Thisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,re-useofillustrations,recitation,broadcasting, reproductiononmicrofilmsorinanyotherway,andstorageindatabanks.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965, initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsareliable toprosecutionundertheGermanCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,etc.inthispublicationdoesnotimply, evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevantprotectivelaws andregulationsandthereforefreeforgeneraluse. Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface The 5th Conference on Multimedia Communications, Services and Security, MCSS 2012, reflected the growing number of applications of innovative ICT technologies in the area of public security. Of special importance are the technologies and applications which help to increase the privacy of citizens and to protect sensitive data. The conference continues to present research and development activities contributing to theo- retical and experimental aspects of the considered domain. The following areas were of main interest at MCSS 2012: – Privacy and data protection using digital watermarkingand other technologies – Object and threat detection – Data protection and distribution – Human—centric multimedia analysis and synthesis – Cybercrime—threats detection and counteracting Similarlytothepreviouseditionsoftheconference,oralsessionswereaccom- panied by demonstration and poster sessions. Demonstration sessions at MCSS are a very good opportunity to present and discuss the outcomes and solutions ofthe performedresearchandto experienceinpracticethe emergingimplemen- tations and researchprototypes. The conference was again an occasion for the exchange of knowledge among specialists involved in multimedia and security research. May 2012 Andrzej Dziech Organization The International Conference on Multimedia Communications, Services and Security (MCSS 2012) was organized by the AGH University of Science and Technology in the scope of and under the auspices of the INDECT project Executive Committee General Chair Andrzej Dziech AGH University of Science and Technology, Poland Committee Chairs Andrzej Dziech AGH University of Science and Technology, Poland Andrzej Czyz˙ewski Gdansk University of Technology,Poland Technical Program Committee Emil Altimirski Technical University of Sofia, Bulgaria Alexander Bekiarski Technical University of Sofia, Bulgaria Fernando Boavida University of Coimbra, Portugal Eduardo Cerqueira Federal University of Para, Brazil Ryszard Choras University of Technology and Life Sciences Marilia Curado University of Coimbra, Portugal Andrzej Czyz˙ewski Gdansk University of Technology,Poland Jacek Dan´da AGH University of Science and Technology, Poland Jan Derkacz AGH University of Science and Technology, Poland Marek Doman´ski Poznan University of Technology,Poland Andrzej Duda Grenoble Institute of Technology, France Andrzej Dziech AGH University of Science and Technology, Poland Andrzej Gl(cid:2)owacz AGH University of Science and Technology, Poland Czes(cid:2)law Jedrzejek Poznan University of Technology,Poland (cid:2) Nils Johanning InnoTec Data, Germany Jozef Juhar Technical University of Kosice, Slovakia Marek Kisiel-Dorohnicki AGH University of Science and Technology, Poland VIII Organization Ioannis Klapaftis University of York, UK Christian Kollmitzer FHTW Wien, Austria Boz˙ena Kostek Gdansk University of Technology,Poland Zbigniew Kotulski Warsaw University of Technology,Poland Anton Kummert University of Wuppertal, Germany David Larrabeiti Universidad Carlos III de Madrid, Spain Mikol(cid:2)aj Leszczuk AGH University of Science and Technology, Poland Antoni Ligeza AGH University of Science and Technology, (cid:2) Poland Jo´zef Lubacz Warsaw University of Technology,Poland Wies(cid:2)law Lubaszewski AGH University of Science and Technology, Poland Suresh Manandhar University of York, UK Tomasz Marciniak Poznan University of Technology,Poland Wojciech Mazurczyk Warsaw University of Technology,Poland Libor Michalek Vysoka Skola Banska - Technicka Univerzita Ostrava, Czech Republic Andrzej Pach AGH University of Science and Technology, Poland Zdzisl(cid:2)aw Papir AGH University of Science and Technology, Poland Anna Paulson NTIA/Institute for Telecommunication Sciences, USA Haluk Sarlan PSI Transcom GmbH, Germany Wl(cid:2)adysl(cid:2)aw Skarbek Warsaw University of Technology,Poland Irena Stange U.S. Department of Commerce, USA Nikolai Stoianov Technical University of Sofia, Bulgaria Piotr Szczuko Gdansk University of Technology,Poland Tomasz Szmuc AGH University of Science and Technology, Poland Andrzej Szwabe Poznan University of Technology,Poland Ryszard Tadeusiewicz AGH University of Science and Technology, Poland Manuel Uruen˜a Universidad Carlos III de Madrid, Spain Vladimir Vasinek VSB - Technical University of Ostrava, Czech Republic Joerg Velten University of Wuppertal, Germany Eva Vozarikova Technical University of Kosice, Slovakia Jakob Wassermann FHTW Wien, Austria Jan Weglarz Pozan University of Technology,Poland Zygmunt Wro´bel University of Silesia, Poland Organization IX JaroslavZdralek VSB - Technical University of Ostrava, Czech Republic Tomasz Zielin´ski AGH University of Science and Technology, Poland Mariusz Zi´o(cid:2)lko AGH University of Science and Technology, Poland Organizing Committee Jacek Dan´da AGH University of Science and Technology, Poland Jan Derkacz AGH University of Science and Technology, Poland Sabina Drzewicka AGH University of Science and Technology, Poland Andrzej Gl(cid:2)owacz AGH University of Science and Technology, Poland Michal(cid:2) Grega AGH University of Science and Technology, Poland Piotr Guzik AGH University of Science and Technology, Poland Magdalena Hrynkiewicz-Sudnik AGH University of Science and Technology, Poland Pawe(cid:2)l Korus AGH University of Science and Technology, Poland Mikol(cid:2)aj Leszczuk AGH University of Science and Technology, Poland Andrzej Matiolan´ski AGH University of Science and Technology, Poland Piotr Romaniak AGH University of Science and Technology, Poland Krzysztof Rusek AGH University of Science and Technology, Poland Sponsoring Institutions – European Commission, Seventh Framework Programme(FP7) – Institute of Electrical and Electronics Engineers (IEEE) – Intelligent information system supporting observation, searching and detection for security of citizens in urban environment (INDECT Project) – AGH University of Science and Technology, Department of Telecommunications Table of Contents Web-Based Knowledge Acquisition and Management System Supporting Collaboration for Improving Safety in Urban Environment .................................................... 1 Weronika T. Adrian, Przemysl(cid:2)aw Ciez˙kowski, Krzysztof Kaczor, (cid:2) Antoni Ligeza, and Grzegorz J. Nalepa (cid:2) Unsupervised Feature Selection for Spherical Data Modeling: Application to Image-Based Spam Filtering ......................... 13 Ola Amayri and Nizar Bouguila Classification of Malware Network Activity.......................... 24 Gilles Berger-Sabbatel and Andrzej Duda Analysis of Impact of Lossy Audio Compression on the Robustness of Watermark Embedded in the DWT Domain for Non-blind Copyright Protection ...................................................... 36 Piotr Czyz˙yk, Janusz Cichowski, Andrzej Czyz˙ewski, and Boz˙ena Kostek Platon Scientific HD TV Platform in PIONIER Network.............. 47 Mirosl(cid:2)aw Czyrnek, Jedrzej Jajor, Ewa Kusmierek, Cezary Mazurek, (cid:2) Maciej Stroin´ski, and Jan Weglarz Multi-camera Vehicle Tracking Using Local Image Features and Neural Networks ....................................................... 58 Piotr Dalka Polish Speech Dictation System as an Application of Voice Interfaces ... 68 Graz˙yna Demenko, Robert Cecko, Marcin Szyman´ski, Mariusz Owsianny, Piotr Francuzik, and Marek Lange LatentSemanticAnalysisEvaluationofConceptualDependencyDriven Focused Crawling ................................................ 77 Krzysztof Dorosz and Michal(cid:2) Korzycki Speaker Recognition Based on Multilevel Speech Signal Analysis on Polish Corpus ................................................... 85 Szymon Drgas and Adam Dabrowski Face Detection and Facial Expression Recognition Using a Novel Variational Statistical Framework .................................. 95 Wentao Fan and Nizar Bouguila XII Table of Contents Advanced Architecture of the Integrated IT Platform with High Security Level ................................................... 107 Gerard Frankowski and Marcin Jerzak Video Detection Algorithm Using an Optical Flow Calculation Method......................................................... 118 Andrzej Gl(cid:2)owacz, Zbigniew Mikrut, and Piotr Pawlik INSTREET - Application for Urban PhotographLocalization.......... 130 Michal(cid:2) Grega, SewerynL(cid:2)ach, and Bogusl(cid:2)aw Cyganek Real Data Performance Evaluation of CAISS Watermarking Scheme.... 139 Piotr Guzik, Andrzej Matiolan´ski, and Andrzej Dziech Towards Robust Visual Knife Detection in Images: Active Appearance Models Initialised with Shape-Specific Interest Points................. 148 Marcin Kmie´c, Andrzej Gl(cid:2)owacz, and Andrzej Dziech Object Detection and Measurement Using Stereo Images.............. 159 Christian Kollmitzer Multiple Sound Sources Localization in Real Time Using Acoustic Vector Sensor ................................................... 168 J´ozef Kotus New Efficient Method of Digital Video Stabilization for In-Car Camera......................................................... 180 Aleksander Lamz˙a and Zygmunt Wro´bel Redefining ITU-T P.912 Recommendation Requirements for Subjects of Quality Assessments in Recognition Tasks ........................ 188 Mikol(cid:2)aj I. Leszczuk, Artur Kon´, Joel Dumke, and Lucjan Janowski Mobile Data Collection Networks for Wireless Sensors ................ 200 Kai Li and Kien A. Hua Intelligent Identification of Dangerous Situations Based on Fuzzy Classifiers....................................................... 212 Aleksandra Maksimova Face Recognition from Low Resolution Images....................... 220 Tomasz Marciniak, Adam Dabrowski, Agata Chmielewska, and Rados(cid:2)law Weychan Asynchronous Physical Unclonable Functions – AsyncPUF ............ 230 Julian Murphy Scenario-DrivenSystem for Open Source Intelligence ................. 242 Edward Nawarecki, Grzegorz Dobrowolski, Jacek Dajda, Aleksander Byrski, and Marek Kisiel-Dorohinicki Table of Contents XIII Towards Hardware Implementation of INDECT Block Cipher.......... 252 Marcin Niemiec, Jakub Dudek,L(cid:2)ukasz Roman´ski, and Marcin S´wiety (cid:2) A Novel Keystream Generator with Cryptographic Purpose ........... 262 Nikolai Nikolov and Nikolai Stoianov Detecting Predatory Behaviour from Online Textual Chats............ 270 Suraj Jung Pandey, Ioannis Klapaftis, and Suresh Manandhar Voice Trust in Public Switched Telephone Networks .................. 282 Zbigniew Piotrowski and Waldemar Grabiec Fundamental Frequency Extractionin Speech Emotion Recognition .... 292 Bart(cid:2)lomiej Stasiak and Krzysztof Rychlicki-Kicior Security Infrastructures:Towards the INDECT System Security ....... 304 Nikolai Stoianov, Manuel Uruen˜a, Marcin Niemiec, Petr Machn´ık, and Gema Maestro Application of Virtual Gate for Counting People Participating in Large Public Events ................................................... 316 Krzysztof Kopaczewski, Maciej Szczodrak, Andrzej Czyz˙ewski, and Henryk Krawczyk A New Method for Automatic Generation of Animated Motion ........ 328 Piotr Szczuko Resolving Conflicts in Object Tracking in Video Stream Employing Key Point Matching.............................................. 340 Grzegorz Szwoch Performance of Basic Spectral Descriptors and MRMR Algorithm to the Detection of Acoustic Events................................... 350 Eva Vozarikova, Martin Lojka, Jozef Juhar, and Anton Cizmar Video Watermarking Based on DPCM and Transformcoding Using Permutation Spectrum and QIM................................... 360 Jakob Wassermann and Peter Wais Internet Identity Analysis and Similarities Detection.................. 369 Krzysztof Wilaszek, Tomasz Wo´jcik, Andrzej Opalin´ski, and Wojciech Turek Ontology Oriented Storage,Retrieval and Interpretationfor a Dynamic Map System..................................................... 380 Igor Wojnicki, Piotr Szwed, Wojciech Chmiel, and Sebastian Ernst Author Index.................................................. 393