Image and Vision. Computing 37th International Conference, IVCNZ 2022 Auckland, New Zealand, November 24–25, 2022 Revised Selected Papers PDF
Preview Image and Vision. Computing 37th International Conference, IVCNZ 2022 Auckland, New Zealand, November 24–25, 2022 Revised Selected Papers
Wei Qi Yan Minh Nguyen Martin Stommel (Eds.) 6 3 Image and 8 3 1 S Vision Computing C N L 37th International Conference, IVCNZ 2022 Auckland, New Zealand, November 24–25, 2022 Revised Selected Papers Lecture Notes in Computer Science 13836 FoundingEditors GerhardGoos KarlsruheInstituteofTechnology,Karlsruhe,Germany JurisHartmanis CornellUniversity,Ithaca,NY,USA EditorialBoardMembers ElisaBertino PurdueUniversity,WestLafayette,IN,USA WenGao PekingUniversity,Beijing,China BernhardSteffen TUDortmundUniversity,Dortmund,Germany MotiYung ColumbiaUniversity,NewYork,NY,USA Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558 · · Wei Qi Yan Minh Nguyen Martin Stommel (Eds.) Image and Vision Computing 37th International Conference, IVCNZ 2022 Auckland, New Zealand, November 24–25, 2022 Revised Selected Papers Editors WeiQiYan MinhNguyen AucklandUniversityofTechnology AucklandUniversityofTechnology Auckland,NewZealand Auckland,NewZealand MartinStommel AucklandUniversityofTechnology Auckland,NewZealand ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-031-25824-4 ISBN 978-3-031-25825-1 (eBook) https://doi.org/10.1007/978-3-031-25825-1 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2023 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe 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 or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface The 37th International Conference on Image and Vision Computing New Zealand (IVCNZ2022)washeldbothonlineandonsiteonNovember24–25,2022,inAuckland, NewZealandattheAucklandUniversityofTechnology(AUT)CityCampus.Thecon- ferencewasendorsedbytheInternationalAssociationforPatternRecognition(IAPR). IVCNZ 2022 was organized by the Centre for Robotics & Vision (CeRV), Auckland UniversityofTechnology(AUT). Image and Vision Computing New Zealand is New Zealand’s premier academic conferenceonallaspectsofcomputervision,imageprocessing,computergraphics,vir- tualand augmented reality,visualization, and HCI applications related to thesefields. Relevanttopicsinclude,butarenotlimitedto:artificialIntelligenceapproachestocom- putervision;augmentedandvirtualreality;automatedvisualsurveillance;biomedical imagingandvisualization;biologicallyinspiredvisionsystems;biometrics;calibration techniques; computer graphics; enhancement of video and still images; face recogni- tion;featuredetectionandextraction;geometricmodelinginvisionandgraphics;graph matching;imageanalysisandunderstanding;image-basedrendering;imagecompres- sion and coding; machine vision applications; medical imaging applications; motion trackingandanalysis;motionsynthesisandcontrol;multimediainformationretrieval; novelalgorithmsortechniques;objectrecognition;patternrecognitionandclassification; reconstructiontechniques;renderingandscientificvisualization;scientificvisualization; securityimageprocessing;shaperecoveryfrommultipleimages;sonarandacoustical imaging;andstereoimageanalysis. Weinvitedsubmissionsaimingeitherathighlightingrelationshipsbetweenadjacent topicswithinthelistedareasorcontributingtoaparticulartopicwithinoneareawhich isoffairlygeneralinterest. Thisconferenceuseddouble-blindreview,whichmeansthattheauthorswerecon- cealedfromthereviewers,andviceversa,throughoutthereviewprocess.Bytheend, wehad97fullpaperssubmittedtotheEasyChairconferencesystem.Wereceived136 reviewsintotal.Theaveragenumberofreviewsperpaperwas2.72;onaverage,each reviewer was assigned approximately three papers to assess. After the double-blind reviewing process, 29 papers were accepted for presentation at the conference. This resultedina29.89%acceptancerate.Wethereforehad29oralpresentations,groupedin foursessionsduringthetwodaysoftheconference.Fromtheselectedpapers,wechose one paper for the best paper award. Additionally, we invited four renowned keynote speakers: Mengjie Zhang, Victoria University of Wellington, New Zealand; Mohan Kankanhalli,NationalUniversityofSingapore;NikolaKasabov,AucklandUniversity ofTechnology,NewZealand;andDachengTao,UniversityofSydney,Australia. December2022 WeiQiYan MinhNguyen MartinStommel Organization OrganisingCommittee WeiQiYan(GeneralChair) AucklandUniversityofTechnology,NewZealand MinhNguyen(ProgramChair) AucklandUniversityofTechnology,NewZealand MartinStommel(ProgramChair) AucklandUniversityofTechnology,NewZealand ProgramCommittee WaleedAbdulla UniversityofAuckland,NewZealand QurratUlAin VictoriaUniversityofWellington,NewZealand AishaAjmal VictoriaUniversityofWellington,NewZealand HarithAl-Sahaf VictoriaUniversityofWellington,NewZealand DonaldBailey MasseyUniversity,NewZealand AndrewBainbridge-Smith UniversityofCanterbury,NewZealand OliverBatchelor UniversityofCanterbury,NewZealand BorisBacˇic´ AucklandUniversityofTechnology,NewZealand YingBi VictoriaUniversityofWellington,NewZealand PhilBones UniversityofCanterbury,NewZealand WillBrowne QueenslandUniversityofTechnology,Australia StefanoCagnoni UniversityofParma,Italy Kwok-PingChan UniversityofHongKong,China JoeChen UniversityofCanterbury,NewZealand QiChen VictoriaUniversityofWellington,NewZealand Tai-YinChiu UniversityofTexasatAustin,USA RichardClare UniversityofCanterbury,NewZealand MichaelCree UniversityofWaikato,NewZealand JinshiCui PekingUniversity,China JeremiahD.Deng UniversityofOtago,NewZealand MansoorEbrahim IqraUniversity,Pakistan JacoFourie LincolnAgritechLtd.,NewZealand XipingFu UniversityofOtago,NewZealand Chiou-ShannFuh NationalTaiwanUniversity,Taiwan YongshengGao GriffithUniversity,Australia AlfonsoGastelumStrozzi UNAM/CCADET,Mexico AkbarGhobakhlou AucklandUniversityofTechnology,NewZealand HamidGholamhosseini AucklandUniversityofTechnology,NewZealand AndrewGilman PlantTechResearchInstitute,NewZealand viii Organization RichardGreen UniversityofCanterbury,NewZealand AnthonyGriffin AucklandUniversityofTechnology,NewZealand ChristopherHollitt VictoriaUniversityofWellington,NewZealand AarijHussaan IqraUniversity,Pakistan XiaoyiJiang UniversityofMünster,Germany ScottKing TexasA&MUniversity,CorpusChristi,USA HuyLe AucklandUniversityofTechnology,NewZealand AndrewLensen VictoriaUniversityofWellington,NewZealand ShenHinLim UniversityofWaikato,NewZealand JorgeAlbertoMarquezFlores UniversidadNacionalAutónomadeMéxico, Mexico StephenMcNeill LandcareResearch,NewZealand BrendanMcCane UniversityofOtago,NewZealand YiMei VictoriaUniversityofWellington,NewZealand StevenMills UniversityofOtago,NewZealand KouroshNeshatian UniversityofCanterbury,NewZealand JeanFrancoisNezan INSA,Rennes,IETRLaboratory,France BachNguyen VictoriaUniversityofWellington,NewZealand MinhNguyen AucklandUniversityofTechnology,NewZealand BinhP.Nguyen VictoriaUniversityofWellington,NewZealand MukkuNisanthKartheek InstituteforDevelopmentandResearchin BankingTechnology&NationalInstituteof Technology,India WarangalMohammad UniversityofAuckland,NewZealand Norouzifard KapilaPahalawatta LincolnAgritechLtd.,NewZealand SimonPark OpenPolytechnic,NewZealand TuanPham PrinceMohammadBinFahdUniversity, SaudiArabia SanjoyPratihar IndianInstituteofInformationTechnology,India KalyaniIbrahimRahman OpenPolytechnic,NewZealand AtiyaRana IqraUniversity,Pakistan RameshRayudu VictoriaUniversityofWellington,NewZealand MarianoRivera CIMAT,Mexico MahdiSetayesh Microsoft,USA AbubakarSiddique VictoriaUniversityofWellington,NewZealand MartinStommel AucklandUniversityofTechnology,NewZealand LeeStreeter UniversityofWaikato,NewZealand LechSzymanski UniversityofOtago,NewZealand RachaelTighe UniversityofWaikato,NewZealand MartinUrschler UniversityofAuckland,NewZealand ZhiyongWang UniversityofSydney,Australia Organization ix StephenWeddell UniversityofCanterbury,NewZealand HenryWilliams UniversityofAuckland,NewZealand DavidWilson AucklandUniversityofTechnology,NewZealand BrendonJ.Woodford UniversityofOtago,NewZealand BurkhardWuensche UniversityofAuckland,NewZealand BingXue VictoriaUniversityofWellington,NewZealand WeiQiYan AucklandUniversityofTechnology,NewZealand Yu-BinYang NanjingUniversity,China ChunHongYoon SLACNationalAcceleratorLaboratory,USA MengjieZhang VictoriaUniversityofWellington,NewZealand FanglueZhang VictoriaUniversityofWellington,NewZealand JunhongZhao VictoriaUniversityofWellington,NewZealand ShihuaZhou DalianUniversity,China Sponsors School of Engineering, Computer & Mathematical Sciences, Auckland University of Technology Department of Computer Science & Software Engineering, Auckland University of Technology CentreforRoboticsandVision(CeRV),AucklandUniversityofTechnology Contents StencilTorch:AnIterativeandUser-GuidedFrameworkforAnimeLineart Colorization .......................................................... 1 YliessHati, VincentThevenin, FlorentNolot, FrancisRousseaux, andClementDuhart UnseenNet: Fast Training Detector for Unseen Concepts with No BoundingBoxes ....................................................... 18 AsraAslamandEdwardCurry Person Detection Using an Ultra Low-Resolution Thermal Imager onaLow-CostMCU ................................................... 33 MaartenVandersteegen, WouterReusen, KristofVanBeeck, andToonGoedemé AReal-TimeKiwifruitDetectionBasedonImprovedYOLOv7 .............. 48 YiXia,MinhNguyen,andWeiQiYan ANovelExplainableDeepLearningModelwithClassSpecificFeatures ...... 62 DeepthiPraveenlalKuttichira, BasimAzam, BrijeshVerma, AshfaqurRahman,andLipoWang CorrectingChargeSharingDistortionsinPhotonCountingDetectors UtilisingaSpatial-TemporalCNN ....................................... 75 AaronSmith,JamesAtlas,andAliAtharifard Vehicle-RelatedDistanceEstimationUsingCustomizedYOLOv7 ............ 91 XiaoxuLiuandWeiQiYan ExtendingTemporalDataAugmentationforVideoActionRecognition ....... 104 ArtjomsGorpincenkoandMichalMackiewicz Pre-text Representation Transfer for Deep Learning with Limited andImbalancedData:ApplicationtoCT-BasedCOVID-19Detection ......... 119 FouziaAltaf,SyedM.S.Islam,NaeemK.Janjua,andNaveedAkhtar FNR-GAN: Face Normalization and Recognition with Generative AdversarialNetworks .................................................. 131 AminaKammoun, RimSlama, HediTabia, TarekOuni, andMohamedAbid
The list of books you might like
