Computer Analysis of Images and Patterns. 19th International Conference, CAIP 2021 Virtual Event, September 28–30, 2021 Proceedings PDF
Preview Computer Analysis of Images and Patterns. 19th International Conference, CAIP 2021 Virtual Event, September 28–30, 2021 Proceedings
Nicolas Tsapatsoulis · Andreas Panayides · Theo Theocharides · Andreas Lanitis · Constantinos Pattichis · Mario Vento (Eds.) 2 5 0 Computer Analysis 3 1 S C of Images and Patterns N L 19th International Conference, CAIP 2021 Virtual Event, September 28–30, 2021 Proceedings, Part I Lecture Notes in Computer Science 13052 Founding Editors Gerhard Goos Karlsruhe Institute of Technology, Karlsruhe, Germany Juris Hartmanis Cornell University, Ithaca, NY, USA Editorial Board Members Elisa Bertino Purdue University, West Lafayette, IN, USA Wen Gao Peking University, Beijing, China Bernhard Steffen TU Dortmund University, Dortmund, Germany Gerhard Woeginger RWTH Aachen, Aachen, Germany Moti Yung Columbia University, New York, NY, USA More information about this subseries at http://www.springer.com/series/7412 Nicolas Tsapatsoulis Andreas Panayides (cid:129) (cid:129) Theo Theocharides Andreas Lanitis (cid:129) (cid:129) Constantinos Pattichis Mario Vento (Eds.) (cid:129) Computer Analysis of Images and Patterns 19th International Conference, CAIP 2021 – Virtual Event, September 28 30, 2021 Proceedings, Part I 123 Editors NicolasTsapatsoulis Andreas Panayides CyprusUniversity ofTechnology University of Cyprus Limassol,Cyprus Nicosia, Cyprus Theo Theocharides Andreas Lanitis University of Cyprus CyprusUniversity ofTechnology Nicosia, Cyprus Limassol,Cyprus Constantinos Pattichis CYENSCentre of Excellence University of Cyprus Nicosia, Cyprus Nicosia, Cyprus Mario Vento CYENSCentre of Excellence University of Salerno Nicosia, Cyprus Salerno, Italy ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Computer Science ISBN 978-3-030-89127-5 ISBN978-3-030-89128-2 (eBook) https://doi.org/10.1007/978-3-030-89128-2 LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,andGraphics ©SpringerNatureSwitzerlandAG2021 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 Welcome to the proceedings of the 19th International Conference on Computer Analysis of Images and Patterns (CAIP 2021), which took place during September 28–30, 2021. The CAIP series of biennial international conferences is devoted to all aspects of computer vision, image analysis and processing, pattern recognition, and related fields. Previous conferences were held in Salerno, Ystad, Valletta, York, Seville, Münster, Vienna, and Paris, amongst other places. Due to the ongoing COVID-19pandemic,CAIP2021washeldasavirtualconference,buttheorganizing committee were dedicated to offering the best possible online experience. The scientific program of the conference consisted of plenary lectures and con- tributed papers presented in a single track. A total of 129 papers were submitted to CAIP2021,whichwerereviewedinasingle-blindprocesswithatleasttworeviewers per paper. A total of 87 papers were accepted. The program featured the presentation of these papers organized into the following 15 sessions: Session 1: 3D Vision I Session 2: 3D Vision II Session 3: Biomedical Image and Pattern Analysis I: Segmentation Session 4:Biomedical Image and Pattern Analysis II: Segmentation and Classification Session 5: Biomedical Image and Pattern Analysis III: Disease Diagnosis Session 6: Deep Learning I: Classification Session 7: Deep Learning II: Classification Session 8: Deep Learning III: Image Processing and Analysis Session 9: Machine Learning for Image and Pattern Analysis Session 10: Feature Extraction Session 11: Object Recognition Session 12: Face and Gesture Session 13: Guess the Age Contest Session 14: Biometrics, Cryptography and Security Session 15: Segmentation and Image Restoration CAIP 2021 featured a contest on “Guess the Age: Age Estimation From Facial Images with Deep Convolutional Neural Networks” organized by Antonio Greco, University of Salerno, Italy. In addition, the CAIP 2021 program included distin- guished plenary and keynote speakers from academia and industry who shared their insights and accomplishments as well as their vision for the future of the field. Moreover, CAIP 2021 included three tutorials as follows: Tutorial 1: Discovering Patterns in the Road from Genotype to Phenotype Tutorial 2: Video Summarization for Unpaired Videos Tutorial 3: Large Scale Video Analytics. vi Preface We want to express our deepest appreciation to all the members of the CAIP 2021 organizingcommittee andTechnical Program Committee, aswellasallthereviewers, fortheirdedicationandhardworkincreatinganexcellentscientificprogram.Wewant tothankalltheauthorswhosubmittedtheirpaperstoCAIP2021,andallofthosewho presented and shared their work. Finally, we would like thank all the participants for taking part in the conference. Wehopethatyouenjoyedthisexcitingandmemorableevent,andwelookforward to meeting in person at the next CAIP! October 2021 Constantinos Pattichis Andreas Lanitis Nicolas Tsapatsoulis Andreas Panayides Theo Theocharides Mario Vento Organization General Chairs Constantinos S. Pattichis CYENS and University of Cyprus, Cyprus Andreas Lanitis CYENSandCyprusUniversityofTechnology,Cyprus Nicolai Petkov University of Groningen, The Netherlands Program Chairs Nicolas Tsapatsoulis Cyprus University of Technology, Cyprus Andreas Panayides University of Cyprus, Cyprus Theo Theocharides KIOS and University of Cyprus, Cyprus Mario Vento University of Salerno, Italy Local Organizing Committee Constantinos S. Pattichis CYENS and University of Cyprus, Cyprus Constandinos IEEE Cyprus Section and University of Nicosia, Mavromoustakis Cyprus Alexis Polycarpou IET Cyprus Local Network and Frederick University, Cyprus Toumazis Toumazi Cyprus Computer Society, Cyprus Steering Committee Mario Vento (Chair CAIP 2019) Gennaro Percanella (Co-chair CAIP 2019) Michael Felsberg (Chair CAIP 2017) Nicolai Petkov (Permanent Member) Awards Chair Xiaoyi Jiang University of Münster, Germany Contests Chairs Christos Loizou Cyprus University of Technology, Cyprus Yannis Avrithis Inria Rennes-Bretagne Atlantique, France viii Organization Tutorials Chairs Gennaro Percannella University of Salerno, Italy Kleanthis Neokleous CYENS, Cyprus Workshops Chairs Nicola Strisciuglio University of Twente, The Netherlands Melinos Averkiou CYENS, Cyprus Student Activities Chairs Andreas Aristeidou University of Cyprus, Cyprus Sotirios Chatzis Cyprus University of Technology, Cyprus Industry Liaison Chairs Alessandro Artusi CYENS, Cyprus Zenonas Theodosiou CYENS, Cyprus Publicity Chairs Alessia Saggese University of Salerno, Italy Klimis Ntalianis University of West Attica, Greece Publicity Committee Nikolas Papanikolopoulos University of Minnesota, USA Andreas Spanias Arizona State University, USA Marios S. Pattichis University of Mexico, USA Stefanos Kollias NTUA, Greece Andreas Stafylopatis NTUA, Greece Xiaoyi Jiang University of Münster, Germany Enrique Alegre Gutiérrez University of Leon, Spain Alessia Saggese University of Salerno, Italy Program Committee Andreas Lanitis CYENSandCyprusUniversityofTechnology,Cyprus Andreas Panayides University of Cyprus, Cyprus Constantinos S. Pattichis CYENS and University of Cyprus, Cyprus Nicolai Petkov University of Groningen, Netherlands Theo Theocharides KIOS and University of Cyprus, Cyprus Nicolas Tsapatsoulis Cyprus University of Technology, Cyprus Mario Vento University of Salerno, Italy Organization ix Additional Reviewers Ioannis Anagnostopoulos University of Thessaly, Greece Yannis Avrithis Inria Rennes-Bretagne Atlantique, France Athos Antoniades Stremble Ventures Ltd, Cyprus Zinonas Antoniou University of Cyprus, Cyprus Andreas Aristidou University of Cyprus, Cyprus Aristos Aristodimou University of Cyprus, Cyprus Alessandro Artusi CYENS, Cyprus Christodoulou University of Cyprus, Cyprus Christodoulos Christoforos Christoforou University of Cyprus, Cyprus Adrian-Horia Dediu SuperData Bucharest, Romania Constantinos Djouvas Cyprus University of Technology, Cyprus Anastasios Doulamis NTUA, Greece Basilis Gatos National Center for Scientific Research “Demokritos”, Greece Enrique Alegre Gutiérrez University of Leon, Spain Xiaoyi Jiang University of Münster, Germany Minas Karaolis University of Cyprus, Cyprus Efthyvoulos Kyriacou Frederick University, Cyprus Christos Kyrkou KIOS Research and Innovation Center, Cyprus Christos Loizou Cyprus University of Technology, Cyprus Alberto Marchisio Technical University of Viennna, Austria Costas Neocleous Cyprus University of Technology, Cyprus Andreas Neokleous University of Cyprus, Cyprus Kleanthis Neokleous CYENS, Cyprus Marios Neofytou University of Cyprus, Cyprus Athanasios Nikolaidis Technological Educational Institute of Serres, Greece Klimis Ntalianis University of West Attica, Greece Maria Papaioannou University of Cyprus, Cyprus Marios S. Pattichis University of New Mexico, USA Gennaro Percannella University of Salerno, Italy Ioannis Pratikakis Democritus University of Thrace, Greece Benjamin Risse University of Münster, Germany Alessia Saggese University of Salerno, Italy Zenonas Theodosiou CYENS, Cyprus Mario Vento University of Salerno, Italy
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