Lei Wang · Juergen Gall · Tat-Jun Chin · Imari Sato · Rama Chellappa (Eds.) 6 4 Computer Vision – 8 3 1 S ACCV 2022 C N L 16th Asian Conference on Computer Vision Macao, China, December 4–8, 2022 Proceedings, Part VI Lecture Notes in Computer Science 13846 FoundingEditors GerhardGoos JurisHartmanis EditorialBoardMembers ElisaBertino,PurdueUniversity,WestLafayette,IN,USA WenGao,PekingUniversity,Beijing,China BernhardSteffen ,TUDortmundUniversity,Dortmund,Germany MotiYung ,ColumbiaUniversity,NewYork,NY,USA TheseriesLectureNotesinComputerScience(LNCS),includingitssubseriesLecture Notes in Artificial Intelligence (LNAI) and Lecture Notes in Bioinformatics (LNBI), hasestablisheditselfasamediumforthepublicationofnewdevelopmentsincomputer scienceandinformationtechnologyresearch,teaching,andeducation. LNCSenjoysclosecooperationwiththecomputerscienceR&Dcommunity,the seriescountsmanyrenownedacademicsamongitsvolumeeditorsandpaperauthors,and collaborateswithprestigioussocieties.Itsmissionistoservethisinternationalcommu- nitybyprovidinganinvaluableservice,mainlyfocusedonthepublicationofconference andworkshopproceedingsandpostproceedings.LNCScommencedpublicationin1973. Lei Wang · Juergen Gall · Tat-Jun Chin · Imari Sato · Rama Chellappa Editors Computer Vision – ACCV 2022 16th Asian Conference on Computer Vision Macao, China, December 4–8, 2022 Proceedings, Part VI Editors LeiWang JuergenGall UniversityofWollongong UniversityofBonn Wollongong,NSW,Australia Bonn,Germany Tat-JunChin ImariSato UniversityofAdelaide NationalInstituteofInformatics Adelaide,SA,Australia Tokyo,Japan RamaChellappa JohnsHopkinsUniversity Baltimore,MD,USA ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-031-26350-7 ISBN 978-3-031-26351-4 (eBook) https://doi.org/10.1007/978-3-031-26351-4 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2023 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,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,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsorthe editorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforanyerrors oromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface The 16th Asian Conference on Computer Vision (ACCV) 2022 was held in a hybrid mode in Macau SAR, China during December 4–8, 2022. The conference featured novelresearchcontributionsfromalmostallsub-areasofcomputervision. Forthemainconference,836validsubmissionsenteredthereviewstageafterdesk rejection. Sixty-three area chairs and 959 reviewers made great efforts to ensure that everysubmissionreceivedthoroughandhigh-qualityreviews.Asinpreviouseditions of ACCV, this conference adopted a double-blind review process. The identities of authors were not visible to the reviewers or area chairs; nor were the identities of the assigned reviewers and area chairs known to the authors. The program chairs did not submitpaperstotheconference. After receiving the reviews, the authors had the option of submitting a rebuttal. Following that, the area chairs led the discussions and final recommendations were then made by the reviewers. Taking conflicts of interest into account, the area chairs formed21ACtripletstofinalizethepaperrecommendations.Withtheconfirmationof threeareachairsforeachpaper,277paperswereaccepted.ACCV2022alsoincluded eightworkshops,eighttutorials,andonegrandchallenge,coveringvariouscutting-edge research topics related to computer vision. The proceedings of ACCV 2022 are open accessattheComputerVisionFoundationwebsite,bycourtesyofSpringer.Thequality of the papers presented at ACCV 2022 demonstrates the research excellence of the internationalcomputervisioncommunities. Thisconference isfortunatetoreceive supportfrommany organizations andindi- viduals.WewouldliketoexpressourgratitudeforthecontinuedsupportoftheAsian FederationofComputerVisionandoursponsors,theUniversityofMacau,Springer,the ArtificialIntelligenceJournal,andOPPO.ACCV2022usedtheConferenceManage- mentToolkitsponsoredbyMicrosoftResearchandreceivedmuchhelpfromitssupport team. All the organizers, area chairs, reviewers, and authors made great contributions to ensure a successful ACCV 2022. For this, we owe them deep gratitude. Last but not least,wewouldliketothanktheonlineandin-personattendeesofACCV2022.Their presenceshowedstrongcommitmentandappreciationtowardsthisconference. December2022 LeiWang JuergenGall Tat-JunChin ImariSato RamaChellappa Organization GeneralChairs GérardMedioni UniversityofSouthernCalifornia,USA ShiguangShan ChineseAcademyofSciences,China BohyungHan SeoulNationalUniversity,SouthKorea HongdongLi AustralianNationalUniversity,Australia ProgramChairs RamaChellappa JohnsHopkinsUniversity,USA JuergenGall UniversityofBonn,Germany ImariSato NationalInstituteofInformatics,Japan Tat-JunChin UniversityofAdelaide,Australia LeiWang UniversityofWollongong,Australia PublicationChairs WenbinLi NanjingUniversity,China WanqiYang NanjingNormalUniversity,China LocalArrangementsChairs LimingZhang UniversityofMacau,China JianjiaZhang SunYat-senUniversity,China WebChairs ZongyuanGe MonashUniversity,Australia DevalMehta MonashUniversity,Australia ZhongyanZhang UniversityofWollongong,Australia viii Organization ACMeetingChair CheeSengChan UniversityofMalaya,Malaysia AreaChairs AljosaOsep TechnicalUniversityofMunich,Germany AngelaYao NationalUniversityofSingapore,Singapore AnhT.Tran VinAIResearch,Vietnam AnuragMittal IndianInstituteofTechnologyMadras,India Binh-SonHua VinAIResearch,Vietnam C.V.Jawahar InternationalInstituteofInformationTechnology, Hyderabad,India DanXu TheHongKongUniversityofScienceand Technology,China DuTran MetaAI,USA FredericJurie UniversityofCaenandSafran,France GuangcanLiu SoutheastUniversity,China GuorongLi UniversityofChineseAcademyofSciences, China GuoshengLin NanyangTechnologicalUniversity,Singapore GustavoCarneiro UniversityofSurrey,UK HyunSooPark UniversityofMinnesota,USA HyunjungShim KoreaAdvancedInstituteofScienceand Technology,SouthKorea JiayingLiu PekingUniversity,China JunZhou GriffithUniversity,Australia JunseokKwon Chung-AngUniversity,SouthKorea KotaYamaguchi CyberAgent,Japan LiLiu NationalUniversityofDefenseTechnology, China LiangZheng AustralianNationalUniversity,Australia MathieuAubry EcoledesPontsParisTech,France MehrtashHarandi MonashUniversity,Australia MiaomiaoLiu AustralianNationalUniversity,Australia Ming-HsuanYang UniversityofCaliforniaatMerced,USA PalaiahnakoteShivakumara UniversityofMalaya,Malaysia Pau-ChooChung NationalChengKungUniversity,Taiwan Organization ix QianqianXu KeyLaboratoryofIntelligentInformation Processing,InstituteofComputing Technology,ChineseAcademyofSciences, China QiuhongKe MonashUniversity,Australia RaduTimofte UniversityofWürzburg,GermanyandETH Zurich,Switzerland RajagopalanN.Ambasamudram IndianInstituteofTechnologyMadras,India RishengLiu DalianUniversityofTechnology,China RuipingWang InstituteofComputingTechnology,Chinese AcademyofSciences,China SajidJaved KhalifaUniversityofScienceandTechnology, AbuDhabi,UAE SeunghoonHong KoreaAdvancedInstituteofScienceand Technology,SouthKorea Shang-HongLai NationalTsingHuaUniversity,Taiwan ShanshanZhang NanjingUniversityofScienceandTechnology, China SharonXiaoleiHuang PennsylvaniaStateUniversity,USA Shin’ichiSatoh NationalInstituteofInformatics,Japan SiLiu BeihangUniversity,China SuhaKwak PohangUniversityofScienceandTechnology, SouthKorea TaeHyunKim HanyangUniveristy,SouthKorea TakayukiOkatani TohokuUniversity,Japan/RIKENCenterfor AdvancedIntelligenceProject,Japan TatsuyaHarada UniversityofTokyo/RIKEN,Japan VickyKalogeiton EcolePolytechnique,France VincentLepetit EcoledesPontsParisTech,France VineethN.Balasubramanian IndianInstituteofTechnology,Hyderabad,India WeiShen ShanghaiJiaoTongUniversity,China Wei-ShiZheng SunYat-senUniversity,China XiangBai HuazhongUniversityofScienceandTechnology, China XiaoweiZhou ZhejiangUniversity,China XinYu UniversityofTechnologySydney,Australia YasutakaFurukawa SimonFraserUniversity,Canada YasuyukiMatsushita OsakaUniversity,Japan YedidHoshen HebrewUniversityofJerusalem,Israel YingFu BeijingInstituteofTechnology,China YongJaeLee UniversityofWisconsin-Madison,USA Yu-ChiangFrankWang NationalTaiwanUniversity,Taiwan YuminSuh NECLaboratoriesAmerica,USA x Organization Yung-YuChuang NationalTaiwanUniversity,Taiwan ZhaoxiangZhang ChineseAcademyofSciences,China ZiadAl-Halah UniversityofTexasatAustin,USA ZuzanaKukelova CzechTechnicalUniversity,CzechRepublic AdditionalReviewers AbanobE.N.Soliman AtsushiShimada ChaoLiu AbdelbadieBelmouhcine AttilaSzabo ChaoShi AdrianBarbu AurelieBugeau ChaoweiTan AgnibhDasgupta AvatharamGanivada ChaoyiLi AkihiroSugimoto AyanKumarBhunia ChaoyuDong AkkaritSangpetch AzadeFarshad ChaoyuZhao AkremSellami B.V.K.VijayaKumar ChenHe AleksandrKim BachTran ChenLiu AlexanderAndreopoulos BailinYang ChenYang AlexanderFix BaojiangZhong ChenZhang AlexanderKugele BaoquanZhang ChengDeng AlexandreMorgand BaoyaoYang ChengGuo AlexisLechervy BasitO.Alawode ChengYu AlinaE.Marcu BeibeiLin Cheng-KunYang AlperYilmaz BenoitGuillard ChenglongLi AlvaroParra BeomguKang ChengmeiYang AmoghSubbakrishna BinHe ChengxinLiu Adishesha BinLi ChengyaoQian AndreaGiachetti BinLiu Chen-KuoChiang AndreaLagorio BinRen ChenxuLuo AndreuGirbauXalabarder BinYang Che-RungLee AndreyKuehlkamp Bin-ChengYang Che-TsungLin AnhNguyen BingLiangJiao ChiXu AnhT.Tran BoLiu ChiNhanDuong AnkushGupta BohanLi Chia-ChingLin AnoopCherian BoyaoZhou Chien-ChengLee AntonMitrokhin BoyuWang Chien-YiWang AntonioAgudo CaoyunFan Chih-ChungHsu AntonioRobles-Kelly CarloTomasi Chih-WeiLin AraAbigailAmbita CarlosTorres Ching-ChunHuang ArdhenduBehera CarvalhoMicael Chiou-TingHsu ArjanKuijper CeesSnoek ChippyM.Manu ArrenMatthewC. ChangKong ChongWang Antioquia ChangickKim ChongyangWang ArjunAshok ChangkunYe ChristianSiagian AtsushiHashimoto ChangshengLu ChristineAllen-Blanchette