Francisco José Perales Josef Kittler (Eds.) 6 5 7 Articulated Motion 9 S C and Deformable Objects N L 9th International Conference, AMDO 2016 Palma de Mallorca, Spain, July 13–15, 2016 Proceedings 123 Lecture Notes in Computer Science 9756 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 Friedemann Mattern ETH Zurich, Zürich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel 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, Saarbrücken, Germany More information about this series at http://www.springer.com/series/7412 é Francisco Jos Perales Josef Kittler (Eds.) (cid:129) Articulated Motion and Deformable Objects 9th International Conference, AMDO 2016 – Palma de Mallorca, Spain, July 13 15, 2016 Proceedings 123 Editors Francisco JoséPerales Josef Kittler UIB-Universitat deles Illes Balears University of Surrey Palma deMallorca Guildford Spain UK ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Computer Science ISBN 978-3-319-41777-6 ISBN978-3-319-41778-3 (eBook) DOI 10.1007/978-3-319-41778-3 LibraryofCongressControlNumber:2016943407 LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,andGraphics ©SpringerInternationalPublishingSwitzerland2016 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. 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Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAGSwitzerland Preface TheAMDO2016conferencetookplaceattheUniversityofBalearicIslands,Palmade Mallorca,duringJuly13–15,2016,sponsoredbytheAERFAI(SpanishAssociationin Pattern Recognition and Artificial Intelligence) and the Mathematics and Computer ScienceDepartmentoftheUIB.Theeventwasalsosupportedbyimportantcommercial and research sponsors, whose contributions are gratefully acknowledged. The main contributors were: VICOM Tech, Hasselt University, EDM (Expertise Cemtrum voor Digitale Media),iMinds,DisneyResearch, Nvidia Corporationand Juguetrónica S.L. The subjects of the conference were motion of articulated objects in a sequence of images and models for deformable objects. The research goals in these areas are the understanding and automatic interpretation of the motion of complex objects in real-world image sequences and video. The main topics in these conference proceed- ingsare:AdvancedComputerGraphicsandImmersiveVideogames,HumanModeling andAnimation,HumanMotionAnalysisandTracking,3DHumanReconstructionand Recognition, Multimodal User Interaction and Applications, Ubiquitous and Social Computing, Design Tools, Input Technology, Programming User Interfaces, 3D MedicalDeformableModelsandVisualization,DeepLearningMethodsforComputer Vision and Graphics, and Multibiometrics. The AMDO 2016 conference, a successor of the eight previous editions, has been consolidated as a European reference for symposiums in this research area. The main goaloftheconferencewastopromoteinteractionandcollaborationamongresearchers working directly in the areas covered by the main tracks of the conference. The focus was on new perceptual user interfaces and technologies emerging to accelerate the impactofthefieldonhuman-computerinteraction.ThenewperspectiveoftheAMDO 2016conferencewasthestrengtheningoftherelationshipbetweentheareasthatshare, asthekeypoint,thestudyofthehumanbodyusingcomputertechnologiesasthemain tool.Theconferenceincludedseveralsessionsoforalpapersandatutorial.Moreover, the conference benefited from the contribution of the invited speakers whose talks addressed various aspects of the AMDO research area. These invited speakers were: Prof. Josef Kittler (University of Surrey, UK), “3D Morphable Face Model and Its Applications”; Prof. Michael Bronstein, (University of Lugano,Switzerland/IntelPerceptualComputing,Israel),“GeometricDeepLearning”; Prof. Miguel Chover (University of Jaume I, Spain), “Democratizing Game Development.” July 2016 F.J. Perales J. Kittler Organization AMDO 2016 was organized by the Computer Graphics, Vision and Artificial IntelligenceteamoftheDepartmentofMathematicsandComputerScience,Universitat de les Illes Balears (UIB) in cooperation AERFAI (Spanish Association for Pattern Recognition and Image Analysis). Executive Committee General Conference Co-chairs F.J. Perales UIB, Spain J. Kittler University of Surrey, UK Organizing Chairs González M. UIB, Spain Mas R. UIB, Spain Jaume A. UIB, Spain Mascaró Oliver M. UIB, Spain Palmer P. UIB, Spain Manresa C. UIB, Spain Varona X. UIB, Spain Buades J.M. UIB, Spain Miró M. UIB, Spain Fiol G. UIB, Spain Moya G. UIB, Spain Delgado A. UIB, Spain Perales X. UIB, Spain Ramis S. UIB, Spain Escalera S. University of Barcelona and Computer Vision Center, Spain Program Committee Abasolo, M. Universidad Nacional de La Plata, Argentina Aloimonos, Y. University of Maryland, USA Arellano, D. Filmakademie, Germany Bagdanov, A.D. University of Florence, Italy Baldassarri, S. University of Zaragoza, Spain Baumela, L. Technical University of Madrid, Spain Bowden, R. University of Surrey, UK Bronstein, M. University of Lugano, Switzerland Campilho, A. University of Oporto, Portugal Coll, T. Universitat de les Illes Balears, Spain VIII Organization Courty, N. University of Bretagne Sud, France Davis, L.S. University of Maryland, USA Del Bimbo, A. University of Florence, Italy Di Fiore, F. UHasselt/EDM, Belgium Dogan, S. I-Lab, University of Surrey, UK Dugelay, J.L. Eurecom, France Escalera, S. UB, Spain Fernández-Caballero, A. CLM University, Spain Fisher, B. University of Edinburgh, UK Flerackers, E. LUC/EDM, Belgium Flores, J. Mar-USC, Spain González, J. CVC-UAB, Spain González, M. Universitat de les Illes Balears, Spain Iñesta, J.M. University of Alicante, Spain Jaume, A. Universitat de les Illes Balears, Spain Kakadiaris, I.A. University of Houston, USA Komura, T. IPAB-University of Edinburgh, UK Mahmood, N. Max Planck Institute, Germany Manresa, C. Universitat de les Illes Balears, Spain Marcialis, G.L. University of Cagliari, Italy Mas, R. Universitat de les Illes Balears, Spain Matey, L. CEIT, Spain Medioni, G. University of Southern California, USA Minovic, M. University of Belgrade, Serbia Miraut, D. Universidad Rey Juan Carlos, Spain Moeslund, T.B. University of Aalborg, Denmark Orvalho, V. University of Porto, Portugal Pla, F. Jaume I University, Spain Radeva, P. CVC-UB, Spain Ramos, J. University of Malaga, Spain Roca, X. CVC-UAB, Spain Qin, H. Stony Brook University, USA Salah, A.A. University of Boğaziçi, Turkey Seron, F. University of Zaragoza, Spain Sigal, L. Disney Research, USA Susin, A. Polytechnic University of Catalunya, Spain Thalmann, D. EPFL, Switzerland Tavares J.M. University of Porto, Portugal Terzopoulos, D. University of New York, USA Ujaldón, M. University of Malaga, Spain Van Reeth, F. LUC/EDM, Belgium Organization IX Sponsoring Institutions MathematicsandComputerScienceDepartment,UniversitatdelesIllesBalears(UIB) Escola Politècnica Superior (UIB) - Universitat de les Illes Balears (UIB) AERFAI (Spanish Association for Pattern Recognition and Image Analysis) Ajuntament de Palma BMN, Banco Mare Nostrum, S.A Commercial Sponsoring Enterprises VICOM-Tech S.A., www.vicomtech.es EDM (Expertise Cemtrum voor Digitale Media), www.uhasselt.be/edm Disney Research, www.disneyresearch.com Nvidia Corporation, www.nvidia.es Juguetrónica, www.juguetronica.com Contents Localized Verlet Integration Framework for Facial Models. . . . . . . . . . . . . . 1 Ozan Cetinaslan and Verónica Orvalho Robot-Aided Cloth Classification Using Depth Information and CNNs . . . . . 16 Antonio Gabas, Enric Corona, Guillem Alenyà, and Carme Torras Head-Pose Estimation In-the-Wild Using a Random Forest. . . . . . . . . . . . . . 24 Roberto Valle, José Miguel Buenaposada, Antonio Valdés, and Luis Baumela Spatiotemporal Facial Super-Pixels for Pain Detection. . . . . . . . . . . . . . . . . 34 Dennis H. Lundtoft, Kamal Nasrollahi, Thomas B. Moeslund, and Sergio Escalera TypeP63DigitizedColorImagesPerformsBetterIdentificationthanOther Stains for Ovarian Tissue Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 44 T.M. Shahriar Sazzad, L.J. Armstrong, and A.K. Tripathy Interactive Acquisition of Apparel for Garment Modeling . . . . . . . . . . . . . . 55 Fabian Di Fiore, Steven Maesen, and Frank Van Reeth Realistic Crowds via Motion Capture and Cell Marking. . . . . . . . . . . . . . . . 66 Seth Brunner, Brian Ricks, and Parris K. Egbert Leveraging Orientation Knowledge to Enhance Human Pose Estimation Methods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81 S. Azrour, S. Piérard, and M. Van Droogenbroeck Erythrocytes Morphological Classification Through HMM for Sickle Cell Detection. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88 W. Delgado-Font, M. González-Hidalgo, S. Herold-Garcia, A. Jaume-i-Capó, and A. Mir Providing Physical Appearance and Behaviour to Virtual Characters. . . . . . . 98 María del Puy Carretero, Helen V. Diez, Sara García, and David Oyarzun On Combining Edge Detection Methods for Improving BSIF Based Facial Recognition Performances . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108 Pierluigi Tuveri, Luca Ghiani, Mohanad Abukmeil, and Gian Luca Marcialis