Scale Space and Variational Methods in Computer Vision : 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings PDF
Preview Scale Space and Variational Methods in Computer Vision : 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings
Jean-François Aujol Mila Nikolova Nicolas Papadakis (Eds.) Scale Space 7 8 and Variational Methods 0 9 S C in Computer Vision N L 5th International Conference, SSVM 2015 Lège-Cap Ferret, France, May 31 – June 4, 2015 Proceedings 123 Lecture Notes in Computer Science 9087 CommencedPublicationin1973 FoundingandFormerSeriesEditors: GerhardGoos,JurisHartmanis,andJanvanLeeuwen EditorialBoard DavidHutchison LancasterUniversity,Lancaster,UK TakeoKanade CarnegieMellonUniversity,Pittsburgh,PA,USA JosefKittler UniversityofSurrey,Guildford,UK JonM.Kleinberg CornellUniversity,Ithaca,NY,USA FriedemannMattern ETHZürich,Zürich,Switzerland JohnC.Mitchell StanfordUniversity,Stanford,CA,USA MoniNaor WeizmannInstituteofScience,Rehovot,Israel C.PanduRangan IndianInstituteofTechnology,Madras,India BernhardSteffen TUDortmundUniversity,Dortmund,Germany DemetriTerzopoulos UniversityofCalifornia,LosAngeles,CA,USA DougTygar UniversityofCalifornia,Berkeley,CA,USA GerhardWeikum MaxPlanckInstituteforInformatics,Saarbrücken,Germany Moreinformationaboutthisseriesathttp://www.springer.com/series/7412 · Jean-François Aujol Mila Nikolova Nicolas Papadakis (Eds.) Scale Space and Variational Methods in Computer Vision 5th International Conference, SSVM 2015 Lège-Cap Ferret, France, May 31 – June 4, 2015 Proceedings ABC Editors Jean-FrançoisAujol NicolasPapadakis UniversityofBordeaux CNRS Talence UniversityofBordeaux France Talence France MilaNikolova CNRS ENSCachan Cachan France ISSN 0302-9743 ISSN1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-319-18460-9 ISBN978-3-319-18461-6 (eBook) DOI10.1007/978-3-319-18461-6 LibraryofCongressControlNumber:2015937535 LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,andGraphics SpringerChamHeidelbergNewYorkDordrechtLondon (cid:2)c SpringerInternationalPublishingSwitzerland2015 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformationstor- age and retrieval, electronic adaptation, computer software, orbysimilar ordissimilar methodology now knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher, theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication. Neitherthepublishernortheauthorsorthe editorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinorforanyerrorsor omissionsthatmayhavebeenmade. Printedonacid-freepaper SpringerInternationalPublishingAGSwitzerlandispartofSpringerScience+BusinessMedia (www.springer.com) Preface The5thInternationalConferenceonScaleSpaceandVariationalMethodsinComputer Vision(SSVM2015,http://ssvm2015.math.u-bordeaux.fr/)washeldinthepicturesque villageofClaoueyatLège-CapFerretintheArcachonbay,France.Followingthepre- vious meeting, we kept the style of gathering people in a slightly remote and scenic placeinordertoencouragefruitfuldiscussionsduringthedayandintheevening.This conference,born in 2007 in Ischia, Italy, has become a major event in the communi- ties with common research interests in scale space, variational, geometric, and level setmethodsandtheirnumerousapplicationsincomputervisionandmoregenerallyin imaging science. SSVM 2015 was announced mid-May 2014 and it attracted the at- tentionofanimportantinternationalscientificaudienceofauthorscomingfrommore than 16countries.We received83double-blindsubmissions.Thepapersunderwenta peer-review process similar to that of high-leveljournals in the field: each paper was reviewedbyatleastthreemembersoftheProgramCommitteeaswellasbyotherref- erees.ThereviewsandthepaperswerethenconsideredbytheConferenceChairs.We recognizeP.AriasMartinez,R.Duits,J.Rabin,G.Steidl,andJ.Weickertforsignificant refereeworkonmanuscriptssubmittedtotheconference.Finally,56manuscriptswere retainedforSSVM2015.Amongthem,24articleswereselectedfororalpresentation and32forposterpresentation.Allthese12-pagelengthoriginalarticlesarecontained inthisbook.Abeststudentpaperawardwasgivenduringtheconference. Following the tradition of the previous SSVM conferences, we invited outstand- ingscientiststogivekeynotepresentations.Thisyear,wewerehappytowelcomethe followinginvitedkeynotelectures: (cid:129) Gabriele Steidl (University of Kaiserslautern, Germany): “Second Order Non- SmoothVariationalModelsforRestoringManifold-ValuedImages”; (cid:129) Alfred Hero (University of Michigan, USA): “Combinatorial Continuum Limits andTheirApplications”; (cid:129) Jean-MichelMorel(ÉcoleNormaleSupérieuredeCachan,France):“AReviewof ImageDenoisingMethods”; (cid:129) Marc Teboulle (Tel Aviv University, Israel): “Algorithms for High Dimensional StructuredOptimization.” Also,wehostedtheEditorialBoardmeetingoftheJournalofMathematicalImag- ing and Vision (JMIV) since many members were attending the conference,with the participation of Courtney Clark, Editor at Springer assisting with JMIV. Further, se- lected paperswill be consideredfor a special issue of JMIV “Scale-Spaceand Varia- tionalMethods”thankstotheEditor-in-Chief,JoachimWeickert. We wouldliketothanktheauthorsfortheircontributionsandthemembersofthe ProgramCommitteeandtheotherrefereesfortheirtimeandvaluablecommentsduring the review process. We are grateful to the organizersof the previous editions of this conference for precious tips on how to organize the event: Fiorella Sgallari (SSVM VI Preface 2007),Xue-ChengTai(SSVM2009),YanaKatz(SSVM2011),ArjanKuijper(SSVM 2013)who gave us the most fresh information,as well as Joachim Weickert. Further, wewouldliketothankKarineLecuona,AnnieNadeau,andCathyMétivier(CNRS)for theirenthusiastichelpinfinancialmanagement.Finally,weareluckytoacknowledge the generous support of Cluster of excellence CPU, Institut Universitaire de France, Centre National de la Recherche Scientifique (CNRS), and CNRS national network “MathematicsinImagingsciencesandApplications”(GDRMIA). The manuscriptsof all pastSSVM editionswere publishedby Springerin the se- ries Lecture Notes in Computer Science as well: LNCS 4485 (Ischia, Italy 2007), LNCS5567(Voss,Norway2009),LNCS6667(EinGedi,Israel2011),andLNCS7893 (Leibnitz,Austria2013).Itisinterestingtoobservetheevolutionofthetopicscovered bythisconference.Theynaturallyreflecttheprogressofmathematicalandapplication- drivenideasinthefieldaswellastheadventofpowerfulcomputers.Thisisexpressed by the interest in more realistic mathematical models, the use of novel mathematical toolsformodelingandforscientificcomputing,theadvanceintheprocessingofhuge datavolumes(e.g.,invideoandin3D,amongothers).Thesenewtrendsarewellrep- resentedinthisbook. May2015 Jean-FrançoisAujol MilaNikolova NicolasPapadakis Organization Conference Chairs Jean-FrançoisAujol IUF,IMB–UniversityofBordeaux,France MilaNikolova CNRS,CMLA–ENSCachan,France NicolasPapadakis CNRS,IMB–UniversityofBordeaux,France Sponsoring Institutions CentreNationaldelaRechercheScientifique(CNRS) ClusterofExcellenceforresearchCPU,UniversityofBordeaux InstitutUniversitairedeFrance(IUF) CNRS national network “Mathematics in Imaging sciences and Applications” (GDRMIA) Scientific andProgram Committee AndrésAlmansa CNRS,LTCI,TélécomParisTech,France LuisAlvares UniversidaddeLasPalmasdeGranCanaria,Spain PabloAriasMartínez UniversitatPompeuFabra,Spain Jean-FrançoisAujol IUF,IMB–UniversityofBordeaux,France ColomaBallester UniversitatPompeuFabra,Spain MarceloBertalmío UniversitatPompeuFabra,Spain LaureBlanc-Féraud CNRS,France KristianBredies UniversityofGraz,Austria MichaelBreuß BrandenburgUniversityofTechnologyCottbus, Germany ThomasBrox UniversityofFreiburg,Germany AndrésBruhn UniversityofStuttgart,Germany AurélieBugeau LaBRI,UniversityofBordeaux,France AntoninChambolle CNRS,CMAP,EcolePolytechnique,France RaymondChan ChineseUniversityofHongKong,HongKong LaurentCohen CNRS,CEREMADE,UniversitéParisDauphine, France ThomasCorpetti CNRS,France DanielCremers TechnicalUniversityofMunich,Germany Charles-AlbanDeledalle CNRS,IMB–UniversityofBordeaux,France AgnèsDesolneux CNRS,CMLA,ENSCachan,France CharlesDossal IMB,UniversityofBordeaux,France VIII Organization RemcoDuits EindhovenUniversityofTechnology, TheNetherlands VincentDuval Inria,France JalalFadili ENSICAEN,France MichaelFelsberg LinköpingUniversity,Sweden LucFlorack EindhovenUniversityofTechnology, TheNetherlands GuyGilboa Technion–IsraelInstituteofTechnology,Israel YannGousseau TélécomParisTech,France MarkusGrasmair CatholicUniversityEichstätt-Ingolstadt,Germany LewisGriffin UniversityCollegeLondon,UK MoncefHidane INSACentreValdeLoire,France AtsushiImiya ChibaUniversity,Japan SungHaKang GeorgiaInstituteofTechnology,USA CharlesKervrann Inria,France RonKimmel Technion–IsraelInstituteofTechnology,Israel NahumKiryati TelAvivUniversity,Israel ArjanKuijper IGD,Germany StefanKunis UniversityofOsnabrück,Germany SaïdLadjal LTCI,TélécomParisTech,France FrançoisLauze UniversityofCopenhagen,Denmark CaroleLeGuyader INSARouen,France AntonioLeitao FederalUniversityofSantaCatarina,Brazil StaceyLevine DuquesneUniversity,USA TonyLindeberg KTHRoyalInstituteofTechnology,Sweden DirkLorenz TechnicalUniversityofBraunschweig,Germany SimonMasnou InstitutCamilleJordan,Université Lyon1,France EtienneMémin Inria,France JanModersitzki UniversityofLübeck,Germany LionelMoisan UniversitéParisDescartes,France MilaNikolova CNRS,CMLA–ENSCachan,France NicolasPapadakis CNRS,IMB–UniversityofBordeaux,France GabrielPeyré CNRS,CEREMADE,France ThomasPock GrazUniversityofTechnology,Austria JulienRabin ENSICAEN,France GuyRosman Technion–IsraelInstituteofTechnology,Israel MartinRumpf UniversityofBonn,Germany ChenSagiv SagivTechLtd.,Israel JosephSalmon TélécomParisTech,France OtmarScherzer UniversityofVienna,Austria ChristophSchnörr UniversityofHeidelberg,Germany Carola-BibianeSchönlieb UniversityofCambridge,UK Organization IX FiorellaSgallari UniversityofBologna,Italy NirSochen TelAvivUniversity,Israel JonSporring UniversityofCopenhagen,Denmark KimSteenstrupPedersen UniversityofCopenhagen,Denmark GabrieleSteidl UniversityofKaiserslautern,Germany Vinh-ThongTa LaBRI,UniversityofBordeaux,France Xue-ChengTai UniversityofBergen,Norway BartterHaarRomeny EindhovenUniversityofTechnology, TheNetherlands JoachimWeickert SaarlandUniversity,Germany PierreWeiss CNRS,ITAV-IMT,France GershonWolansky Technion–IsraelInstituteofTechnology,Israel Other Referees FreddieÅström LinköpingUniversity,Sweden LaurentHoeltgen SaarlandUniversity,Germany SebastianHoffmann SaarlandUniversity,Germany ReinerLenz LinköpingUniversity,Sweden SolèneOzeré INSARouen,France MartinSchmidt SaarlandUniversity,Germany ChristopherSchroers SaarlandUniversity,Germany AaronWetzler Technion–IsraelInstituteofTechnology,Israel XiaomingYuan HongKongBaptistUniversity,HongKong Organizing Chairs AurélieBugeau LaBRI–UniversityofBordeaux,France Charles-AlbanDeledalle CNRS,IMB–UniversityofBordeaux,France CharlesDossal IMB–UniversityofBordeaux,France Financial Management Staff KarineLecuona CNRS,IMB–UniversityofBordeaux,France AnnieNadeau CNRS,DélégationAquitaine,France CathyMétivier CNRS,IMB–UniversityofBordeaux,France Organizing Staff RémiGiraud UniversityofBordeaux,IMB,LaBRI,France MarcNicodème UniversityofBordeaux,IMB,IMS,France FabienPierre UniversityofBordeaux,IMB,LaBRI,France CamilleSutour UniversityofBordeaux,IMB,LaBRI,France
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