Table Of ContentLecture Notes in Networks and Systems 598
Leszek J. Chmielewski
Arkadiusz Orłowski Editors
Computer
Vision and
Graphics
Proceedings of the International
Conference on Computer Vision and
Graphics ICCVG 2022
Lecture Notes in Networks and Systems
Volume 598
SeriesEditor
JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,
Warsaw,Poland
AdvisoryEditors
FernandoGomide,DepartmentofComputerEngineeringandAutomation—DCA,
SchoolofElectricalandComputerEngineering—FEEC,Universityof
Campinas—UNICAMP,SãoPaulo,Brazil
OkyayKaynak,DepartmentofElectricalandElectronicEngineering,
BogaziciUniversity,Istanbul,Turkey
DerongLiu,DepartmentofElectricalandComputerEngineering,Universityof
IllinoisatChicago,Chicago,USA
InstituteofAutomation,ChineseAcademyofSciences,Beijing,China
WitoldPedrycz,DepartmentofElectricalandComputerEngineering,Universityof
Alberta,Alberta,Canada
SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland
MariosM.Polycarpou,DepartmentofElectricalandComputerEngineering,
KIOSResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus,
Nicosia,Cyprus
ImreJ.Rudas,ÓbudaUniversity,Budapest,Hungary
JunWang,DepartmentofComputerScience,CityUniversityofHongKong,
Kowloon,HongKong
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·
Leszek J. Chmielewski Arkadiusz Orłowski
Editors
Computer Vision
and Graphics
Proceedings of the International Conference
on Computer Vision and Graphics ICCVG
2022
Editors
LeszekJ.Chmielewski ArkadiuszOrłowski
InstituteofInformationTechnology InstituteofInformationTechnology
WarsawUniversityofLife WarsawUniversityofLife
Sciences—SGGW Sciences—SGGW
Warsaw,Poland Warsaw,Poland
ISSN 2367-3370 ISSN 2367-3389 (electronic)
LectureNotesinNetworksandSystems
ISBN 978-3-031-22024-1 ISBN 978-3-031-22025-8 (eBook)
https://doi.org/10.1007/978-3-031-22025-8
©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature
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Organization
AssociationforImageProcessing(TPO)—mainorganizer
Institute of Information Technology of the Warsaw University of Life Sciences
SGGW—principalsupportingorganizer
Faculty of Computer Science and Information Technology, West Pomeranian
UniversityofTechnology,Szczecin—supportingorganizer
SpringerVerlag,SpringerNature(SN)—publisheroftheProceedings
OrganizingCommittee
LeszekJ.Chmielewski,InstituteofInformationTechnology,SGGW
ArkadiuszOrłowski,InstituteofInformationTechnology,SGGW
RyszardKozera,InstituteofInformationTechnology,SGGW
Dariusz Frejlichowski, Faculty of Computer Science and Information Technology,
WestPomeranianUniversityofTechnology
MarcinBator,InstituteofInformationTechnology,SGGW
KrzysztofLipka,InstituteofInformationTechnology,SGGW
RobertBudzyn´ski,InstituteofInformationTechnology,SGGW
TomaszMinkowski,InstituteofInformationTechnology,SGGW
GrzegorzWieczorek,InstituteofInformationTechnology,SGGW
ScientificCommittee
Ivan Bajla, Institute of Measurement Science, Slovak Academy of Sciences,
Bratislava,Slovakia
NadiaBrancati,InstituteforHighPerformanceComputingandNetworking—ICAR,
CNR,Rende,Napoli,andPalermo,Italy
v
vi Organization
Leszek Chmielewski, Warsaw University of Life Sciences—SGGW, Warszawa,
Poland
DariuszFrejlichowski,WestPomeranianUniversityofTechnology,Szczecin,Poland
EwaGrabska,JagiellonianUniversityinCracow,Kraków,Poland
MarcinIwanowski,WarsawUniversityofTechnology,Warszawa,Poland
JoannaJaworek-Korjakowska,AGHUniversityofScienceandTechnology,Kraków,
Poland
WłodzimierzKasprzak,WarsawUniversityofTechnology,Warszawa,Poland
BertrandKerautret,LIRIS,UniversitédeLyon2Lumiére,Lyon,France
NahumKiryati,TelAvivUniversity,TelAviv,Israel
JózefKorbicz,UniversityofZielonaGóra,Poland
MarcinKorzen´,WestPomeranianUniversityofTechnology,Szczecin,Poland
TomaszKryjak,AGHUniversityofScienceandTechnology,Kraków,Poland
Juliusz L. Kulikowski, Nałecz Institute of Biocybernetics and Biomedical Engi-
neering,PolishAcademyofSciences,Warszawa,Poland
BogdanKwolek,AGHUniversityofScienceandTechnology,Kraków,Poland
KrzysztofMałecki,WestPomeranianUniversityofTechnology,Szczecin,Poland
TomaszMarciniak,UniversityofTechnologyandLifeSciences,Bydgoszcz,Poland
AndrzejMaterka,Łódz´ UniversityofTechnology,Łódz´,Poland
PrzemysławMazurek,WestPomeranianUniversityofTechnology,Szczecin,Poland
AdamNowosielski,WestPomeranianUniversityofTechnology,Szczecin,Poland
KrzysztofOkarma,WestPomeranianUniversityofTechnology,Szczecin,Poland
MaciejOrkisz,CREATIS;UniversitédeLyon1,Lyon,France
Arkadiusz Orłowski, Warsaw University of Life Sciences—SGGW, Warszawa,
Poland
HenrykPalus,TheSilesianUniversityofTechnology,Gliwice,Poland
WiesławPamuła,TheSilesianUniversityofTechnology,Gliwice,Poland
PiotrPorwik,UniversityofSilesiainKatowice,Poland
ArturPrzelaskowski,WarsawUniversityofTechnology,Warszawa,Poland
GiulianaRamella,CNR—NationalResearchCouncilInstitutefortheApplications
ofCalculus“MauroPicone”,Napoli,Italy
KhalidSaeed,BiałystokUniversityofTechnology,Bialystok,Poland
SamuelSilva,IEETA/DETI—UniversityofAveiro,Portugal
VáclavSkala,UniversityofWestBohemia,Plzen,CzechRepublic
MaciejSmiatacz,Gdan´skUniversityofTechnology,Gdan´sk,Poland
AndrzejS´luzek,WarsawUniversityofLifeSciences—SGGW,Warszawa,Poland
JoãoManuelR.S.Tavares,UniversidadedoPorto,Portugal
LiborVáša,UniversityofWestBohemia,Pilsen,CzechRepublic
MichalWoz´niak,WroclawUniversityofScienceandTechnology,Wrocław,Poland
Preface
The International Conference on Computer Vision and Graphics—ICCVG, orga-
nizedsince2002,isthecontinuationofTheInternationalConferencesonComputer
Graphics and Image Processing—GKPO, held in Poland every second year from
1990 to 2000. The main objective of ICCVG is to provide an environment for the
exchangeofideasbetweenresearchersinthecloselyrelateddomainsofcomputer
visionandcomputergraphics.
ICCVG 2022 brought together 43 authors. The proceedings contain 17 papers,
eachacceptedonthegroundsofmeritandrelevanceconfirmedbytwoindependent
reviewers. The conference was organized as a hybrid event—classic and online—
duringthe2022stageoftheCOVIDpandemic,whichpartlyreducedtheattendance.
ICCVG 2022 was organized by the Association for Image Processing, Poland
(Towarzystwo Przetwarzania Obrazów—TPO), the Institute of Information Tech-
nologyattheWarsawUniversityofLifeSciences—SGGW,togetherwiththeFaculty
ofInformationScienceattheWestPomeranianUniversityofTechnology(WIZUT),
Szczecin,asthesupportingorganizer.
TheAssociationforImageProcessingintegratesthePolishcommunityworking
on the theory and applications of computer vision and graphics. It was formed
between1989and1991.
ThelocationoftheInstituteofInformationTechnologyattheWarsawUniversity
ofLifeSciences—SGGW,theleadinglifesciencesuniversityinPoland,isthesource
ofopportunitiesforvaluableresearchattheborderofappliedinformationsciences,
forestry, furniture and wood industry, veterinary medicine, agribusiness, and the
broadlyunderstooddomainsofbiologyandeconomy.
We would like to thank all the members of the Scientific Committee for their
help in ensuring the high quality of the papers. We would also like to thank
vii
viii Preface
Graz˙ynaDoman´ska-Z˙urekforherexcellentworkontechnicallyeditingtheproceed-
ings,andDariuszFrejlichowski,MarcinBator,KrzysztofLipka,RobertBudzyn´ski,
TomaszMinkowski,andGrzegorzWieczorekfortheirengagementintheconference
organizationandadministration.
ConferenceChairmen
Warsaw,Poland LeszekJ.Chmielewski
September2022 RyszardKozera
ArkadiuszOrłowski
Contents
ComputersandHumans
On Multi-stream Classification of Two Person Interactions
inVideowithSkeleton-BasedFeatures .............................. 3
WłodzimierzKasprzak,SebastianPuchała,andPawełPiwowarski
OnFormalModelsofInteractionsBetweenDetectorsandTrackers
inCrowdAnalysisTasks ........................................... 17
AndrzejS´luzekandM.SamiZitouni
DigitalWah-WahGuitarEffectControlledbyMouthMovements ...... 31
AdamNowosielskiandPrzemysławReginia
TrafficandDriving
Traffic Sign Classification Using Deep and Quantum Neural
Networks ......................................................... 43
SylwiaKurosandTomaszKryjak
RealTimeIntersectionTrafficQueueLengthEstimationSystem ....... 57
KamilBolek
ImageProcessing
CarotidArteryWallSegmentationinUltrasoundImageSequences
UsingaDeepConvolutionalNeuralNetwork ......................... 73
NolannLainé,HervéLiebgott,GuillaumeZahnd,andMaciejOrkisz
NovelCo-SIFTDetectorforScannedImagesDifferentiation ........... 85
PaulaStancelova,ZuzanaCernekova,andAndrejFerko
PointPillars Backbone Type Selection for Fast and Accurate
LiDARObjectDetection ........................................... 99
KonradLisandTomaszKryjak
ix
