VipIMAGE 2019: Proceedings of the VII ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, October 16–18, 2019, Porto, Portugal PDF
Preview VipIMAGE 2019: Proceedings of the VII ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, October 16–18, 2019, Porto, Portugal
Lecture Notes in Computational Vision and Biomechanics 34 João Manuel R. S. Tavares Renato Manuel Natal Jorge Editors VipIMAGE 2019 Proceedings of the VII ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, October 16–18, 2019, Porto, Portugal Lecture Notes in Computational Vision and Biomechanics Volume 34 Series Editors João Manuel R. S. Tavares , Departamento de Engenharia Mecânica, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal Renato Natal Jorge, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal Research related to the analysis of living structures (Biomechanics) has been carried out extensively in several distinct areas of science, such as, for example, mathematics, mechanical, physics, informatics, medicine and sports. However, for its successful achievement, numerous research topics should be considered, such as image processing and analysis, geometric and numerical modelling, biomechanics, experimental analysis, mechanobiology and Enhanced visualization, and their application on real cases must be developed and more investigation is needed.Additionally, enhanced hardware solutions and less invasive devices are demanded. On theotherhand,ImageAnalysis(ComputationalVision)aimstoextractahighlevelofinformation from static images or dynamical image sequences. An example of applications involving Image Analysis can be found in the study of the motion of structures from image sequences, shape reconstruction from images and medical diagnosis. As a multidisciplinary area, Computational Visionconsiderstechniquesandmethodsfromotherdisciplines,likefromArtificialIntelligence, SignalProcessing,mathematics,physicsandinformatics.Despitetheworkthathasbeendonein thisarea,morerobustandefficientmethodsofComputationalImagingarestilldemandedinmany application domains, such as in medicine, and their validation in real scenarios needs to be examinedurgently.Recently,thesetwobranchesofsciencehavebeenincreasinglyseenasbeing stronglyconnectedandrelated,butnobookseriesorjournalhascontemplatedthisincreasingly strong association. Hence, the main goal of this book series in Computational Vision and Biomechanics(LNCV&B)consistsintheprovisionofacomprehensiveforumfordiscussionon thecurrentstate-of-the-artinthesefieldsbyemphasizingtheirconnection.Thebookseriescovers (butisnotlimitedto): (cid:129) (cid:129) ApplicationsofComputationalVision Mechanobiology andBiomechanics (cid:129) MedicalImageAnalysis (cid:129) BiometricsandBiomedicalPattern (cid:129) MolecularMechanics Analysis (cid:129) Multi-modal Image Systems (cid:129) CellularImagingandCellular (cid:129) MultiscaleBiosensorsinBiomedical Mechanics Imaging (cid:129) ClinicalBiomechanics (cid:129) MultiscaleDevicesandBioMEMSfor (cid:129) ComputationalBioimagingand BiomedicalImaging Visualization (cid:129) MusculoskeletalBiomechanics (cid:129) ComputationalBiologyinBiomedical (cid:129) MultiscaleAnalysisinBiomechanics Imaging (cid:129) NeuromuscularBiomechanics (cid:129) DevelopmentofBiomechanicalDevices (cid:129) NumericalMethodsforLivingTissues (cid:129) DeviceandTechniqueDevelopmentfor (cid:129) NumericalSimulation BiomedicalImaging (cid:129) (cid:129) SoftwareDevelopmentonComputational ExperimentalBiomechanics (cid:129) VisionandBiomechanics Gait&PostureMechanics (cid:129) SportBiomechanics (cid:129) GridandHighPerformanceComputingon (cid:129) VirtualRealityinBiomechanics ComputationalVisionand (cid:129) VisionSystems Biomechanics (cid:129) (cid:129) Image-basedGeometricModelingand ImageProcessingandAnalysis (cid:129) MeshGeneration Imageprocessingandvisualizationin (cid:129) Biofluids DigitalGeometryAlgorithmsfor (cid:129) ComputationalVisionandVisualization ImageUnderstanding (cid:129) MaterialModels In order to match the scope of the Book Series, each book has to include contents relating, or combining both Image Analysis and mechanics. Indexed in SCOPUS, Google Scholar and SpringerLink. More information about this series at http://www.springer.com/series/8910 ã Jo o Manuel R. S. Tavares (cid:129) Renato Manuel Natal Jorge Editors VipIMAGE 2019 Proceedings of the VII ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, – October 16 18, 2019, Porto, Portugal 123 Editors João Manuel R. S.Tavares RenatoManuel Natal Jorge Faculdade deEngenharia Faculdade deEngenharia Universidade doPorto Universidade doPorto Porto, Portugal Porto, Portugal ISSN 2212-9391 ISSN 2212-9413 (electronic) Lecture Notesin Computational Vision andBiomechanics ISBN978-3-030-32039-3 ISBN978-3-030-32040-9 (eBook) https://doi.org/10.1007/978-3-030-32040-9 ©SpringerNatureSwitzerlandAG2019 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the 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 orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained hereinorforanyerrorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregard tojurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface ThisbookcontainsthefullpaperspresentedatVipIMAGE2019—VIIECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, which was held in Porto, Portugal, during the period 16–18 October 2019. The event had 6 Invited Lectures and 70 contributed presentations originated from fifteen countries: Belgium, Brazil, Colombia, Czech Republic, France, Germany,Indonesia,Italy,Poland,Portugal,Spain,Tunisia,Turkey,UKandUSA. Techniques of Computational Vision have become predominant in our society. For instances, fully automatic or semi-automatic image-based systems have been developed to address tasks of surveillance, traffic analysis, recognition, inspection, motion analysis, human–machine interface, virtual reality and aided medical diagnosis and intervention. OneofthenotableaspectsoftheComputationalVisiondomainistheinter-and multi-disciplinary. Actually, principles and methodologies of other sciences, such as informatics, mathematics, statistics, psychology, mechanics, medicine and physics, can be found embraced into this domain. Additionally, one of the major influences for thecontinual effort done inthis field ofthe human knowledge isthe high number of applications that can be found in medicine. For instance, computational algorithms can be applied on medical images for shape reconstruc- tion, behaviour analysis, tissue characterization, 3D printing or computer-assisted intervention and therapy. The main objective of these ECCOMAS Thematic Conferences on Computational Vision and Medical Image Processing, initiated in 2007, is to promoteacomprehensiveforumfordiscussionontherecentadvancesintherelated fields in order to identify potential collaboration between researchers of different sciences. Henceforth, VipIMAGE 2019 brought together researchers representing fields related to biomechanics, biomedical engineering, Computational Vision, computer graphics, computer sciences, computational mechanics, electrical engineering, mathematics, statistics, medical imaging, medicine, sports and rehabilitation. v vi Preface The included contributions covered a broad range of techniques for signal processingandanalysis,imagesegmentationandmatching,trackingandanalysisof movement, machine learning and big data, medical imaging, computational bioimaging and visualization, computer-aided diagnosis, surgery, therapy and treatment,softwaredevelopmentforimageprocessingandanalysis,Computational Vision, industrial applications, virtual reality, biomechanical modelling and simulation, cardiovascular, cerebrovascular and orthopaedic disease diagnosis, ontologies for medical image analysis and computer-assisted interventions, micro- andnanofluidicsanalysis,dentalrehabilitation,tissueengineeringanddirectdigital fabrication. Theconferenceco-chairswouldliketotakethisopportunitytoexpressgratitude forthesupportgivenbyTheInternationalEuropeanCommunityonComputational Methods in Applied Sciences and The Portuguese Association of Theoretical, Applied and Computational Mechanics, and thank to all sponsors, to all members of the Scientific Committee, to all organizers of Thematic Sessions, to all Invited Lecturers, to all Session-Chairs and to all authors for submitting and sharing their knowledge. João Manuel R. S. Tavares Renato M. Natal Jorge Conference Co-chairs Invited Lecturers During VipIMAGE 2019, six Invited Lectures were presented by six experts from different countries: Aurélio Campilho Universidade do Porto, Portugal Daniela Iacoviello Sapienza University of Rome, Italy Francisco Vasconcelos University College London, UK João Paulo Papa Universidade Estadual de São Paulo, Brazil Jos Vander Sloten KU Leven, Belgium Wafa Skalli Arts et Métiers ParisTech, France Thematic Sessions UndertheauspiciousofVipIMAGE2019,nineThematicSessionswereorganized: 1. Cardiovascular, Cerebrovascular and Orthopaedic diseases: Imaging and Modelling Organizers: Sónia I.S. Pinto Universidade do Porto, Portugal Luísa C. Sousa Universidade do Porto, Portugal Catarina F. Castro Universidade do Porto, Portugal 2. Advances and Imaging Challenges in Micro and Nanofluidics Organizers: Susana Catarino Universidade do Minho, Portugal Rui A. Lima Universidade do Minho, Portugal Graça Minas Universidade do Minho, Portugal vii viii InvitedLecturers 3. Intersection between Image Processing and Machine Learning in Biomedical Applications Organizers: Inês Domingues InstitutoSuperiordeEngenhariadeCoimbra, Portugal Rui Nóbrega INESC TEC/FEUP, Portugal 4. Direct Digital Fabrication in Medicine: from digital data to physical models Organizers: Henrique Almeida Instituto Politécnico de Leiria, Portugal Mário Correia Instituto Politécnico de Leiria, Portugal Joel Vasco Instituto Politécnico de Leiria, Portugal Rui Ruben Instituto Politécnico de Leiria, Portugal 5. Computer Simulations and Visualization Applied to Tissue Engineering Organizers: João Eduardo Ribeiro Instituto Politécnico de Bragança, Portugal Rui A. Lima Universidade do Minho, Portugal Pedro A. Martins Universidade do Porto, Portugal 6. Parameterization of Reconstructed Organ Models Organizers: Fethi Okyar Yeditepe University, Turkey Ogulcan Guldeniz Yeditepe University, Turkey 7. Computational Vision and Image Processing applied to Dentistry Organizers: André Correia Universidade Católica Portuguesa, Portugal Nuno Rosa Universidade Católica Portuguesa, Portugal Tiago Marques Universidade Católica Portuguesa, Portugal 8. Network Neuroscience Organizers: Sabina Tangaro IstitutoNazionalediFisicaNucleare-Sezione di Bari, Italy Bellotti Roberto Università degli Studi di Bari, Italy Angela Lombardi Istituto Nazionale di Fisica Nucleare - Section of Bari, Italy InvitedLecturers ix 9. ApplicationsofOntologiesforMedicalImageAnalysisandComputer-Assisted Interventions Michel Audette Old Dominion University, USA Scientific Committee All works submitted to VipIMAGE 2019 were evaluated by an International Scientific Committee composed by 88 expert researchers from recognized institu- tions of 18 countries: Abdelwahed Barkaoui Université Internationale de Rabat, Morocco Ahmed El-Rafei Ain Shams University, Egypt Alberto Gambaruto Bristol University, UK Alejandro F Frangi University of Leeds, UK Alexandre Cunha California Institute of Technology, USA Ali Fethi Okyar Yeditepe University, Turkey André R. S. Marçal Universidade do Porto, Portugal Angela Lombardi Istituto Nazionale di Fisica Nucleare - Section of Bari, Italy António Luís Pereira Instituto Superior de Engenharia de Coimbra, do Amaral Portugal Armando Sousa Universidade do Porto, Portugal Auzuir Ripado de Alexandria Instituto Federal de Educação, Ciência e Tecnologia do Ceará, Brasil Bellotti Roberto Università degli Studi di Bari, Italy Bhargab B. Bhattacharya Indian Statistical Institute, India Catarina F. Castro Universidade do Porto, Portugal Cristian A. Linte Rochester Institute of Technology, USA Daniela Iacoviello Sapienza Università di Roma, Italy Elisabetta Binaghi University of Insubria, Italy Evgin Goceri Akdeniz University, Turkey Fátima L. S. Nunes Universidade de São Paulo, Brazil Fethi Okyar Yeditepe University, Turkey Fiorella Sgallari University of Bologna, Italy Gerhard A. Holzapfel Graz University of Technology, Austria Giuseppe Placidi University of L’Aquila, Italy Graça Minas Universidade do Minho, Portugal Henrique Almeida Instituto Politécnico de Leiria, Portugal Henryk Palus Silesian University of Technology, Poland Hermerson Pistori Universidade Católica Dom Bosco, Brazil Inês Domingues Universidade de Coimbra, Portugal Isabel N. Figueiredo Universidade de Coimbra, Portugal J. Paulo Vilas-Boas Universidade do Porto, Portugal Jimmy T. Efird East Carolina Heart Institute, USA
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