Pattern Recognition: 36th German Conference, GCPR 2014, Münster, Germany, September 2-5, 2014, Proceedings PDF
Preview Pattern Recognition: 36th German Conference, GCPR 2014, Münster, Germany, September 2-5, 2014, Proceedings
Xiaoyi Jiang Joachim Hornegger Reinhard Koch (Eds.) 3 5 7 8 S Pattern Recognition C N L 36th German Conference, GCPR 2014 Münster, Germany, September 2–5, 2014 Proceedings 123 Lecture Notes in Computer Science 8753 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Alfred Kobsa University of California, Irvine, CA, USA Friedemann Mattern ETH Zurich, Zürich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel Oscar Nierstrasz University of Bern, Bern, Switzerland C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbruecken, Germany More information about this series at http://www.springer.com/series/7412 Xiaoyi Jiang Joachim Hornegger (cid:129) Reinhard Koch (Eds.) Pattern Recognition 36th German Conference, GCPR 2014 ü – M nster, Germany, September 2 5, 2014 Proceedings 123 Editors XiaoyiJiang Reinhard Koch Department of Mathematics Department of Computer Science and ComputerScience Universityof Kiel Universityof Münster Kiel Münster Germany Germany JoachimHornegger Computer Science Department 5 Universityof Erlangen-Nuremberg Erlangen Germany ISSN 0302-9743 ISSN 1611-3349 (electronic) ISBN 978-3-319-11751-5 ISBN 978-3-319-11752-2 (eBook) DOI 10.1007/978-3-319-11752-2 LibraryofCongressControlNumber:2014950841 LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,andGraphics SpringerChamHeidelbergNewYorkDordrechtLondon ©SpringerInternationalPublishingSwitzerland2014 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.Exemptedfromthislegalreservationarebriefexcerptsinconnectionwith reviewsorscholarlyanalysisormaterialsuppliedspecificallyforthepurposeofbeingenteredandexecuted onacomputersystem,forexclusiveusebythepurchaserofthework.Duplicationofthispublicationor partsthereofispermittedonlyundertheprovisionsoftheCopyrightLawofthePublisher’slocation,inits currentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Permissionsforusemaybe obtainedthroughRightsLinkattheCopyrightClearanceCenter.Violationsareliabletoprosecutionunder therespectiveCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Whiletheadviceandinformationinthisbookarebelievedtobetrueandaccurateatthedateofpublication, neithertheauthorsnortheeditorsnorthepublishercanacceptanylegalresponsibilityforanyerrorsor omissions that may be made. The publisher makes no warranty, express or implied, with respect to the materialcontainedherein. Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface It was an honor and a pleasure to organize the 36th German Conference on Pattern Recognition (GCPR 2014) in Münster, Germany. To reflect the steadily stronger internationalization of this conference series that took place in the last decade, the conferencenamewaschangedtothecurrentEnglishonelastyear.Severaleffortshave been made to further increase the international visibility and attendance. For GCPR 2014, we received 145 submissions from institutions of 31 countries. Each paper underwent a rigorous double-blind reviewing procedure by at least three Program Committee (PC) members, sometimes with support from additional experts. Afterwards, one of the involved PC members served as moderator for a discussion amongthereviewersandpreparedaconsolidationreportthatwasalsoforwardedtothe authors in addition to the reviews. The final decision was made during a PC meeting held in Münster based on all reviews, discussions, and if necessary, additional reviewing. As a result of this rigorous reviewing procedure, 58 papers of the 145 submissionswereaccepted,whichcorrespondstoanacceptancerateof40%.Finally, these accepted papers were presented either as oral talks (25) or posters (33) in a single-track program. Following the tradition of this conference series, GCPR 2014 also featured a Young Researchers Forum to promote scientific interaction between excellent young researchers and our community. The work of eight selected Bachelor or Master students was presented in poster form and included as short paper in the proceedings. In addition, we were very happy to have three internationally renowned researchers as our invited speakers to present their work in three fascinating areas: Ernesto Estrada (University of Strathclyde, UK), Markus Gross (ETH Zurich, Switzerland), and Ron Kikinis (Harvard Medical School, USA, Fraunhofer MEVIS, Germany, and University of Bremen, Germany). The technical program was complemented by a Workshop on New Challenges in NeuralComputationandMachineLearningandtwoC3V(ChallengesandChancesfor ComputerVision)Tutorials:“TheHitchhiker’sGuidetoBiomedicalImaging”heldby Daniel Tenbrinck and “Throwing Computer Vision Overboard: How to Handle Underwater Light Attenuation and Refraction” held by Anne Jordt and Kevin Köser. With this overall program we hope to continue the tradition of GCPR in providing a forum for scientific exchange at a high quality level. The success of GCPR 2014 would not be possible without the support of many institutionsandpeople.Firstofall,weliketothankallauthorsofthesubmittedpapers and the invited speakers for their contributions. All PC members and additional reviewersdeservegreatthanksfortheirtimelyandcompetentreviews.Wearegrateful to our sponsors for their support as well. Also, the cooperation with Münster City Marketing was very pleasant and helpful. Finally, many thanks go to the members of the Technical Support and the Local Organizing Committee. We like to thank Springer for giving us the opportunity of continuing to publish GCPR proceedings in the LNCS series. VI Preface Founded in 793, Münster belongs to the historical cities of Germany. It is most famousasthesiteofsigningtheTreatyofWestphaliaendingtheThirtyYears’Warin 1648.Today,it isacknowledged asa cityofscienceandlearning(andthecapitalcity ofbicycles,Germany’sClimateProtectionCapital,andmore).Withmorethan45,000 studentstheUniversityofMünsterisamongthelargestuniversitiesinGermany.Itwas our great pleasure to offer the participants the platform in this multifaceted city for a lively scientific exchange and many other relaxed hours. Finally, tothe readers of this proceedings book: Enjoy it! September 2014 Xiaoyi Jiang Joachim Hornegger Reinhard Koch Organization Conference Committee General Chair Xiaoyi Jiang University of Münster, Germany Program Co-chairs Joachim Hornegger University of Erlangen-Nuremberg, Germany Reinhard Koch University of Kiel, Germany Program Committee Horst Bischof Graz University of Technology, Austria Thomas Brox University of Freiburg, Germany Andres Bruhn University of Stuttgart, Germany Joachim Buhmann ETH Zurich, Switzerland Daniel Cremers Technical University of Munich, Germany Andreas Dengel Technical University of Kaiserslautern, Germany Joachim Denzler University of Jena, Germany Michael Felsberg Linköping University, Sweden Gernot A. Fink Technical University of Dortmund, Germany Boris Flach Czech Technical University in Prague, Czech Republic Jan-Michael Frahm University of North Carolina at Chapel Hill, USA Uwe Franke Daimler AG, Germany Ju¨rgen Gall University of Bonn, Germany Peter Gehler MPI for Intelligent Systems, Germany Michael Goesele Technical University of Darmstadt, Germany Michal Haindl UTIA Prague, Czech Republic Fred A. Hamprecht University of Heidelberg, Germany Edwin Hancock University of York, UK Matthias Hein Saarland University, Germany Olaf Hellwich Technical University of Berlin, Germany Vaclav Hlavac Czech Technical University in Prague, Czech Republic Thomas Hofmann ETH Zurich and Google, Switzerland Reinhard Klette University of Auckland, New Zealand Walter G. Kropatsch Vienna University of Technology, Austria VIII Organization Christoph H. Lampert IST Austria, Austria Bastian Leibe RWTH Aachen University, Germany Hendrik Lensch University of Tübingen, Germany Marco Loog Delft University of Technology, The Netherlands Andreas Maier University of Erlangen-Nuremberg, Germany Diana Mateus Technical University of Munich, Germany Helmut Mayer Bundeswehr University Munich, Germany Rudolf Mester University of Frankfurt, Germany Klaus-Robert Müller Technical University of Berlin, Germany Sebastian Nowozin Microsoft Research, UK Josef Pauli University of Duisburg-Essen, Germany Dietrich Paulus University of Koblenz-Landau, Germany Nicolai Petkov University of Groningen, The Netherlands Thomas Pock Graz University of Technology, Austria Christian Riess University of Erlangen-Nuremberg, Germany Gerhard Rigoll Technical University of Munich, Germany Karl Rohr University of Heidelberg, Germany Olaf Ronneberger University of Freiburg, Germany Bodo Rosenhahn University of Hannover, Germany Stefan Roth Technical University of Darmstadt, Germany Volker Roth University of Basel, Switzerland Hanno Scharr Jülich Research Centre, Germany Daniel Scharstein Middlebury College, USA Bernt Schiele MPI for Informatics and Saarland University, Germany Christoph Schnörr University of Heidelberg, Germany Carsten Steger MVTec Software GmbH, Germany Stefan Steidl University of Erlangen-Nuremberg, Germany Rainer Stiefelhagen Karlsruhe Institute of Technology, Germany Peter Sturm Inria Grenoble – Rhône-Alpes, France Christian Theobalt MPI for Informatics, Saarbrücken, Germany Klaus Tönnies University of Magdeburg, Germany Thomas Vetter University of Basel, Switzerland Joachim Weickert Saarland University, Germany Martin Welk UMIT Hall, Austria Simon Winkelbach Technical University of Braunschweig, Germany AdditionalReviewers Ahmed Abdulkadir David Balduzzi Johnny Chien Hanno Ackermann Thorsten Beier Vincent Christlein Sheraz Ahmed Alexander Binder Christian Conrad Ziad Al-Halah Ghazi Bouabene Sven Dähne Freddie Åström Stefan Breuers Martin Danelljan Sebastian Bach Dirk Buchholz Edilson de Aguiar Organization IX Oliver Demetz Niko Krasowski Stephan Richter Ferran Diego Michael Krause Erik Ringaby Benjamin Drayer Anna Kreshuk Saquib Sarfraz Enrique Dunn Thorben Kröger Kevin Schelten Bernhard Egger Alina Kuznetsova Björn Scheuermann Jakob Engel Dmitry Laptev Thorsten Schmidt Philipp Fischer Dongwei Liu Uwe Schmidt Andreas Forster Robert Maier Johannes Schönberger Thorsten Franzel Tobias Maier Christopher Schroers Faezeh Frouzesh Muhammad Imran Malik Peter Schüffler Qi Gao Manuel Martinez Christian Schulze Pablo Garrido Nikolaus Mayer Anke Schwarz Tobias Gehrig Brian McWilliams Bok-Suk Shin Nico Görnitz Thomas Möllenhoff Mohamed Souiai Miguel Granados Oliver Müller Christoph Straehle Rene Grzeszick Naveen Shankar Nagaraja Jan Stühmer Hendrik Hachmann Thomas Nestmeyer Junli Tao Jared Heinly Klas Nordberg Makarand Tapaswi Alexander Hermans Peter Ochs Adnan Ul-Hasan Laurent Hoeltgen Kristoffer Öfjäll Benjamin Ummenhofer Sebastian Hoffmann Aljosa Osep Vladyslav Usenko Esther Horbert Sebastian Palacio Sebastian Volz Varun Jampani Danny Panknin Timo von Marcard Yong-Chul Ju Nico Persch Michael Waechter Christoph Jud Axel Plinge Zhengping Wang Christian Kerl Tobias Plötz Tobias Weyand Margret Keuper Sebastian Polsterl Thomas Windheuser Fahad Khan Umer Rafi Christian Winkens Martin Kiefel Mahdi Rezaei Mehmet Yigitsoy Hilke Kieritz Christian Richardt Jasenko Zivanov Technical Support, Conference Management System and Proceedings Sven Grünke University of Erlangen-Nuremberg, Germany Daniel Jung University of Kiel, Germany Eva Eibenberger University of Erlangen-Nuremberg, Germany Local Organizing Committee Gerlinde Siekaup University of Münster, Germany Dimitri Berh University of Münster, Germany Klaus Broelemann University of Münster, Germany
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