Multimedia and Network Information Systems: Proceedings of the 11th International Conference MISSI 2018

604 Pages·2019·69.23 MB·English

by  Kazimierz Choroś

Advances in Intelligent Systems and Computing 833
Kazimierz Choroś · Marek Kopel
Elżbieta Kukla · Andrzej Siemiński
Editors
Multimedia
and Network
Information
Systems
Proceedings of the 11th International
Conference MISSI 2018
Advances in Intelligent Systems and Computing
Volume 833
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
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,lifesciencearecovered.Thelistoftopicsspansallthe
areasofmodernintelligentsystemsandcomputingsuchas:computationalintelligence,softcomputing
includingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusionoftheseparadigms,
social intelligence, ambient intelligence, computational neuroscience, artificial life, virtual worlds and
society, cognitive science and systems, Perception and Vision, DNA and immune based systems,
self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric
computing, recommender systems, intelligent control, robotics and mechatronics including
human-machine teaming,knowledge-based paradigms,learning paradigms,machineethics,intelligent
data analysis, knowledge management, intelligent agents, intelligent decision making and support,
intelligentnetworksecurity,trustmanagement,interactiveentertainment,Webintelligenceandmultimedia.
Thepublicationswithin“AdvancesinIntelligentSystemsandComputing”areprimarilyproceedings
ofimportantconferences,symposiaandcongresses.Theycoversignificantrecentdevelopmentsinthe
field,bothofafoundationalandapplicablecharacter.Animportantcharacteristicfeatureoftheseriesis
theshortpublicationtimeandworld-widedistribution.Thispermitsarapidandbroaddisseminationof
researchresults.
AdvisoryBoard
Chairman
NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India
e-mail:[email protected]
Members
RafaelBelloPerez,UniversidadCentral“MartaAbreu”deLasVillas,SantaClara,Cuba
e-mail:[email protected]
EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain
e-mail:[email protected]
HaniHagras,UniversityofEssex,Colchester,UK
e-mail:[email protected]
LászlóT.Kóczy,SzéchenyiIstvánUniversity,Győr,Hungary
e-mail:[email protected]
VladikKreinovich,UniversityofTexasatElPaso,ElPaso,USA
e-mail:[email protected]
Chin-TengLin,NationalChiaoTungUniversity,Hsinchu,Taiwan
e-mail:[email protected]
JieLu,UniversityofTechnology,Sydney,Australia
e-mail:[email protected]
PatriciaMelin,TijuanaInstituteofTechnology,Tijuana,Mexico
e-mail:[email protected]
NadiaNedjah,StateUniversityofRiodeJaneiro,RiodeJaneiro,Brazil
e-mail:[email protected]
NgocThanhNguyen,WroclawUniversityofTechnology,Wroclaw,Poland
e-mail:[email protected]
JunWang,TheChineseUniversityofHongKong,Shatin,HongKong
e-mail:[email protected]
Moreinformationaboutthisseriesathttp://www.springer.com/series/11156
ś
Kazimierz Choro Marek Kopel
(cid:129)
ż ń
El bieta Kukla Andrzej Siemi ski
(cid:129)
Editors
Multimedia and Network
Information Systems
Proceedings of the 11th International
Conference MISSI 2018
123
Editors
Kazimierz Choroś ElżbietaKukla
Faculty of Computer Science Faculty of Computer Science
andManagement andManagement
Wrocław University of Science Wrocław University of Science
andTechnology andTechnology
Wrocław,Poland Wrocław,Poland
MarekKopel Andrzej Siemiński
Faculty of Computer Science Faculty of Computer Science
andManagement andManagement
Wrocław University of Science Wrocław University of Science
andTechnology andTechnology
Wrocław,Poland Wrocław,Poland
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-319-98677-7 ISBN978-3-319-98678-4 (eBook)
https://doi.org/10.1007/978-3-319-98678-4
LibraryofCongressControlNumber:2018950645
©SpringerNatureSwitzerlandAG2019
Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart
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
orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar
methodologynowknownorhereafterdeveloped.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom
therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.
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
authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor
for any errors or omissions that may have been made. The publisher remains neutral with regard to
jurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations.
ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG
Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland
Preface
The volume consists of the Proceedings of the 11th International Conference on
Multimedia&NetworkInformationSystems(MISSI2018)heldduringSeptember
12–14,2018,inWrocław,Poland.TheConferencewasorganizedbytheWrocław
University of Science and Technology. The Conference ran under the patronage
of the Committee of Informatics of the Polish Academy of Sciences, Wrocław
Scientific Society, Forum of IT Companies, and Polish Information Processing
Society.
The MISSI Conferences have already obtained the status of a well-recognized
andrespectedbiennialevent.Theyspannowovertheperiodofmorethan20years.
ManyparticipantsarefrequentguestsoftheConference.Theyhavetheopportunity
toseehowtheresearchareaevolves,newtopicsareraised,andsomeoldaremuch
advancedasitisexemplifiedbytaskslikespeech,face,orhandwritingrecognition.
Not long ago they were hot research topics, and now they are embedded in com-
mercial products.
The 11th edition marks a new opening for the Conference. For the first time, it
included the 6th International Workshop on Computational Intelligence for
Multimedia Understanding, and additionally four special sessions were organized.
The keynote lectures were given by three outstanding scientists, and the sum-
maries of their lectures are included in the Proceedings. The organizers succeeded
oncemoreingatheringagreatnumberofscientistsfromallacrossEuropeandwell
beyond.
Fromallsubmissions,theEditorialBoardhasselected58paperswiththehighest
qualityfororalpresentationandpublicationintheProceedings.Mostofthepapers
focus on applying different AI methods to multimedia or natural language pro-
cessing. Many papers have the distinct practical trait. They describe and evaluate
some experimental systems. There is no shortage of papers of a theoretical nature.
The volume consists of eight chapters:
1) Multimedia Systems
2) Web Systems and Network Technologies
v
vi Preface
3) Natural Language Processing and Information Retrieval
4) Computational Intelligence for Multimedia Understanding
5) Accessing Multilingual Information and Opinions
6) Intelligent Audio Processing
7) Innovations in Web Technologies
8) Video Game Development Methods and Technologies.
Thefirstchapterincludespapersonthebroadtopicofmultimediasystems.Itis
presented at various levels of processing. The papers on low-level processing
addresstopicslikelinearcompressionofblurryphotographsorestimationofnoise
in digital images. At the other end of the spectrum, we have got a paper that
proposesaconceptofvisualknowledgerepresentation.Inbetween,therearepapers
on such up-to-date areas as video summarization, using the virtual assistant as a
communicationchannelforroadtrafficsituation,andanalyzingtheaccuracyofthe
methodsoffuzzyclusteringofimages.Agroupofpapersdealswithhuman-related
issues: sign language recognition and tracking human upper limb motion.
The second chapter offers a large number of papers that explore the data
available on the Internet and the novel technologies used to process them. It goes
withoutsayingtheyapplyrecenttechniquesoriginatingfrombigdataandartificial
intelligence.
A picture may be worth a thousand words, but a natural language isunbeatable
whenitgoesaboutpreciseconveyingofinformation.TheInternetspansthewhole
world and is therefore inherently multilingual. The papers collected in the third
chapter discuss various aspects of natural language processing such as word sense
disambiguation, measuring the efficiency of machine translation, or stylometry.
The next chapter is devoted to the computational intelligence for multimedia
understanding. This is a diverse area of study, and it has papers, e.g., on deep
learningapproachtohumanosteosarcomacelldetectionandclassification,ahybrid
CNN approach for single image depth estimation, or detection of suspicious
accounts on Twitter using Word2Vec and sentiment analysis.
The accessing multilingual information and opinions chapter concentrates upon
the different aspects of summarization problem. It does not stop at the more tra-
ditional work such as speech-to-cross-lingual text summarization but goes well
beyond that and evaluates, e.g., multimedia content summarization algorithms.
The intelligent audio processing chapter is very much technically oriented. It
presents among others advanced techniques for spectral and cepstral feature
extraction techniques for phoneme modeling or the selection of features for mul-
timodal vocalic segment classification.
The papers from the innovations in Web technologies part have a distinctive
human touch. They propose a multimedia platform for the Mexican cultural her-
itage, dealing with the visualization of big data from Polish digital libraries or
recognition of the pathology of the human movement with the use of mobile
technology and machine learning.
Preface vii
Thevideogamesectionisnotonlyaboutgamingperseasitcontainssuchtopics
as accident prevention during immersion in virtual reality or wide field of view
projection using rasterization.
OurspecialthanksgototheProgramChairs,SpecialSessionChair,Organizing
Chairs, Publicity Chairs for their work for the Conference. We sincerely thank all
the members of the International Program Committee for their valuable efforts in
thereviewprocess,whichhelpedustoguaranteethehighestqualityoftheselected
papers for the MISSI Conference. We cordially thank the organizers and chairs of
special sessions who contributed to the success of the Conference.
Wewouldliketoexpressourthankstothekeynotespeakers:AlbertodelBimbo
from University of Florence in Italy, Bogusław Cyganek from AGH University of
Science and Technology in Poland, and Andrzej Czyżewski from Gdańsk
University of Technology in Poland for their world-class plenary speeches.
Wewishtothank themembers oftheOrganizing Committeefor theirexcellent
work and for their considerable effort.
We cordially thank all the authors for their valuablecontributions and the other
participants of this Conference. The Conference would not have been possible
without their support.
ThepaceofprogressinthefieldofMultimediaandInternetInformationSystems
everincreasesandsodoestheneedforanup-to-dateaccountofthecurrentworkin
the area. The editors of the volume will be pleased if the Proceedings will provide
in the researches with the results of current work done at other universities. At the
same time, we hope that they would be a source of an inspiration for a new
generationofscientificworksanditwillpromptthemtodevotetheirtimeandeffort
to uphold the progress of research on the area.
These were our goals. If we achieve them, it will be the best reward for our
efforts.
Kazimierz Choroś
Marek Kopel
Elżbieta Kukla
Andrzej Siemiński
Organization
General Chair
Kazimierz Choroś Wrocław University of Science and Technology,
Poland
Steering Committee
Kazimierz Choroś Wrocław University of Science and Technology,
Poland
Grzegorz Dobrowolski AGH University of Science and Technology,
Poland
Dosam Hwang Yeungnam University, Republic of Korea
Czesław Jędrzejek Poznań University of Technology, Poland
Janusz Kacprzyk Polish Academy of Sciences, Poland
Ngoc Thanh Nguyen Wrocław University of Science and Technology,
Poland
Toyoaki Nishida Kyoto University, Japan
Maria Pietruszka University of Łódź, Poland
Gottfried Vossen University of Münster, Germany
Special Session Chair
Andrzej Siemiński Wrocław University of Science and Technology,
Poland
ix
x Organization
Organizing Chair
Elżbieta Kukla Wrocław University of Science and Technology,
Poland
Publicity Chairs
Bernadetta Maleszka Wrocław University of Science and Technology,
Poland
Marek Kopel Wrocław University of Science and Technology,
Poland
Keynote Speakers
Alberto del Bimbo University of Florence, Italy
Bogusław Cyganek AGH University of Science and Technology,
Poland
Andrzej Czyżewski Gdańsk University of Technology, Poland
Main Track and Special Session International Program
Committee
Reza Andrea STMIK Widya Cipta Dharma, Indonesia
Edoardo Ardizzone University of Palermo, Italy
Remigiusz Baran Kielce University of Technology, Poland
László Bokor Budapest University of Technology and
Economics, Hungary
Tiago Jose de Carvalho Federal Institute of Education, Science
and Technology of Sao Paulo, Brazil
Yusra Chabchoub ISEP, BILab, France
Raja Chiky ISEP, BILab, France
Kazimierz Choroś Wrocław University of Science and Technology,
Poland
Rozenn Dahyot Trinity College Dublin, Ireland
Ivanoe De Falco ICAR – CNR, Italy
Dominique Fohr University of Lorraine, France
Michal Grega AGH University of Science and Technology,
Poland
Michal Haindl Institute of Information Theory and Automation
of the CAS, Czech Republic
Zbigniew Huzar Wrocław University of Science and Technology,
Poland