Representations, Analysis and Recognition of Shape and Motion from Imaging Data: 7th International Workshop, RFMI 2017, Savoie, France, December 17–20, 2017, Revised Selected Papers PDF
Preview Representations, Analysis and Recognition of Shape and Motion from Imaging Data: 7th International Workshop, RFMI 2017, Savoie, France, December 17–20, 2017, Revised Selected Papers
Liming Chen Boulbaba Ben Amor Faouzi Ghorbel (Eds.) Communications in Computer and Information Science 842 Representations, Analysis and Recognition of Shape and Motion from Imaging Data 7th International Workshop, RFMI 2017 Savoie, France, December 17–20, 2017 Revised Selected Papers 123 Communications in Computer and Information Science 842 Commenced Publication in 2007 Founding and Former Series Editors: Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Krishna M. Sivalingam, Dominik Ślęzak, Takashi Washio, and Xiaokang Yang Editorial Board Members Simone Diniz Junqueira Barbosa Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Ashish Ghosh Indian Statistical Institute, Kolkata, India Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia Junsong Yuan University at Buffalo, The State University of New York, Buffalo, NY, USA Lizhu Zhou Tsinghua University, Beijing, China More information about this series at http://www.springer.com/series/7899 Liming Chen Boulbaba Ben Amor (cid:129) (cid:129) Faouzi Ghorbel (Eds.) Representations, Analysis and Recognition of Shape and Motion from Imaging Data 7th International Workshop, RFMI 2017 – Savoie, France, December 17 20, 2017 Revised Selected Papers 123 Editors Liming Chen Boulbaba BenAmor EcoleCentrale deLyon/LIRIS CitéScientifique Lyon,France IMTLille Douai/CRIStAL Villeneuve-d’Ascq Cedex,France FaouziGhorbel EcoleNationale des Sciencesde l’Informatique deTunisie/CRISTAL Manouba, Tunisia ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer andInformation Science ISBN 978-3-030-19815-2 ISBN978-3-030-19816-9 (eBook) https://doi.org/10.1007/978-3-030-19816-9 ©SpringerNatureSwitzerlandAG2019 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,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare 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 shape and the motion of an object are important cues in understanding imaged scenes. Their study is an important research area with a plethora of applications, e.g., medical diagnosis, video surveillance, affective and behavioral computing, com- puter animation, HMI, robotics, and cultural heritage conservation, to cite a few. The external boundary of an object is available in various forms, they include – landmark configurations, an object’s contours (closed curves), 3D surfaces, and dense point clouds. Their analysis requires adequate mathematical representations, rigorous methodologies to filter out undesirable transformations, and sophisticated computa- tionalsolutions.Themotioninturn,describestheshape’sevolutionoranimationover time. One can cite the examples of facial shape evolution with the person’s age, the evolutionofacancercelloverweeksormonths,ortheevolutionofthebody’sskeletal or silhouette data over time and their use to predict a person’s activity. Despite the development of mathematically solid methodologies, the question is still open from bothmethodologicalandapplicationperspectives.Thechallengesareevenmoreacute withthesoarofdeepmachinelearning,whichfostersbreakthroughsinmanycomputer vision issues and more and new fields of application such as human brain under- standing, the body’s kinematic data analysis for rehabilitation and physical therapy, esthetic and reparation surgery, and 3D/4D microscopy. In addition, the rapid devel- opment of sophisticated medical imaging devices, cost-effective depth (Kinect-like) cameras, and the new generations of microscopes push forth to develop suitable mathematical representations, design relevant geometric tools, and set up computa- tionalsolutionsforadvancedmodeling,analysis,andunderstanding.TheInternational Workshop on Representations, Analysis and Recognition of Shape and Motion from Imaging Data (RFMI)1 is one of the earliest events launched to study these questions. Its ultimate goal is to promote interactions among researchers from different disci- plines: Differential andRiemannian geometry, statistics, topology of spaces, computer vision and pattern recognition, as well as medical imaging to share their scientific reflections and results. Thus, the workshop contributes toward strengthening the rela- tionshipbetweenmanyresearchareas thatmeetinfacingsimilarchallengesandusing common tools. The current edition (seventh) of the workshop received the endorsement of the prestigious International Association of Pattern Recognition (IAPR) and the current volume was accepted for publication in the CCIS series of Springer. The Program Committee of the workshop received 23 papers, of which eight were accepted as regularpapers(i.e.,34%ofacceptancerate)andnineasshortpapers.Theworkshop’s program included two tutorial-oriented invited talks. Worldwide leading researchers were invited to give talks – Dr. Sylvain Calinon (senior researcher at Idiap Research Institute and lecturer at EPFL, Switzerland) presented “Robot Learning from Few 1 http://www.arts-pi.org.tn/rfmi2017/index.html vi Preface Demonstrations by Exploiting the Structure and Geometry ofData” andDr. Boulbaba ben Amor (Professor, IMT Lille Douai/CRIStAL, France) presented “Rate-Invariant Analysis of Trajectories on Kendall’s Shape Space and Applications.” Around 40 researchers attended the workshop from different countries including, USA, Japan, France, Norway, UAE, Tunisia, France, Germany, and Belgium. The workshop was organized at the Centre Paul-Langevin of the CNRS, in the authentic village Aussois located in Savoie (France), during December 17–20, 2017. It was also a pleasant occasion for many of the participants to discover a breathbreaking landscape in the snowy Alp mountains and deepen their friendly discussion through snowshoeing. February 2019 Liming Chen Boulbaba Ben Amor Faouzi Ghorbel Organization General Chair L. Chen LIRIS/Ecole Centrale de Lyon, France Co-chairs F. Ghorbel CRISTAL/ENSI, Tunisia B. Ben Amor CRIStAL/IMT Lille Douai, France Steering Committee A. Srivastava Florida State University, USA A. Hillion IMT Atlantique, France B. Ben Amor CRIStAL/IMT Lille Douai, France B. Dorizzi Telecom SudParis, France B. Sankur Bogazici University, Turkey B. Solaiman IMT Atlantique, France S. MHIRI ENSI/CRISTAL, Tunisia F. Ghorbel ENSI/CRISTAL, Tunisia F. Chaieb ENSI/CRISTAL, Tunisia J. Dugelay Eurecom, France M. Bennamoun UWA, Australia M. Hammami FSS, Tunisia C. Roux IMT, France Y. Wang Beihang University, China I. Kakadiaris University of Houston, USA A. Zoubir Technische Universität Darmstadt, Germany J. P. Thiran EPFL, Switzerland I. R. Ferah ISAM, Tunisia H. Bedoui FMM, Tunisia J. P. Haton Loria, France M. F. Haton Loria, France N. Werghi Khalifa University, UAE Publicity Chairs A. Srivastava, FL, USA Di Huang, China Mohamed Hammami, Tunisie viii Organization Program Committee H. Wannous University of Lille, France M. Jribi INSAT/CRISTAL, Tunisia M. Amine Mezghich ENSI, Tunisia S. Berretti UF, Italy M. Hajji ENSI, Tunisia A. Ben Abdallah FM Monastir, Tunisia A. Ben Azza Sup’Com, Tunisia A. Fleury Mines-Douai, France A. Hadid University of Oulu, Finland A. Hillion IMT Atlantique, France A. Ouled Zaid ISI, Tunisia B. Dorizzi Telecom SudParis, France B. Gokberk Bogazici University, Turkey B. Marius University of Lille, France B. Xia Trinity College of Dublin, Ireland C. Ben Amar ENIS, Tunisia C. Hamitouche IMT Atlantique, France V. Burdin IMT Atlantique, France C. Samir ISIT CNRS, France D. Huang Beihang University, China D. Ziou University of Sherbrooke, Canada D. Gadia University of Milan, Italy D. Masmoudi ENIS, Tunisia E. Dellandrea ECL, France E. Fendri FSS, Tunisia E. Zagrouba UVT-ISI, Tunisia F. Dibos Institut Galilee, University of Paris 13, France F. Drira ENIS, Tunisia F. El Ayeb ISAMM, Tunisia G. Sundaramoorthi KAUST, KSA H. Drira IMT Lille Douai, France H. Laga University of South Australia, Australia H. Li Xi’an Jiaotong University, China H. Meng Brunel University, UK H. Tabia ENSEA, France J. Su TTU, USA J. De Guise ETS, Canada J. Martinet University of Lille 1, France J. Ph. Thiran EPFL, Suisse K. Bailly Pierre et Marie Curie University, France K. Zreik University of Paris 8, France Organization ix L. Ballihi Mohamed V University, Morocco L. Cammoun Swiss Institute of Bioinformatics Lausanne, Switzerland M. Mitrea ARTEMIS, France M. Vermande University of Lille, France M. Ardabilian ECL, France M. Devanne University of Lille, France M. Preda ARTEMIS, France M. Zaied ENIG/REGIM, Tunisia N. Richard University of Poitiers, France N. Werghi Khalifa University, UAE O. Losson CRIStAL/University of Lille 1, France P. Pala UF, Italy P. Turaga ASU, USA R. Chaine Claude Bernard University of Lyon 1, France R. Guermazi ISIMS, Tunisia S. Derrode Ecole Centrale de Lyon, France S. Joshi UCLA, USA S. Kurtek OSU, USA S. Lefevre University of Bretagne Sud, France S. Lecoeuche IMT Lille Douai, France S. Li NLPR, CAS, China S. Zafeiriou Imperial College London, UK T. Zaharia ARTEMIS, France T. Alashkar Northeastern University, USA W. Barhoumi Eni-Carthage, Tunisia W. Miled INSAT, Tunisia Y. Wang Beihang University, China Z. Zhang Duke University, USA D. Huang Beihang University, China X. Pennec Inria, France J. Yang Shanghai Jiaotong University, China X. Zhao Xi’an Jiaotong University, China Local Committee A. Ben Tanfous CRIStAL/IMT Lille Douai, France F. Zehua Ecole Centrale de Lyon, France H. Mliki ENET’COM Sfax, Tunisia L. Ying Ecole Centrale de Lyon, France M. Amine Mezghich CRISTAL/ENSI, Tunisia N. Hosni CRISTAL/ENSI-CRIStAL/IMT Lille Douai, Tunisia/France
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