Nicolas Tsapatsoulis - Computer Analysis of Images and Patterns: 19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part I

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Book cover of Computer Analysis of Images and Patterns

Volume 13052

Lecture Notes in Computer Science Image Processing, Computer Vision, Pattern Recognition, and Graphics

Editorial Board

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

Founding Editors

Gerhard Goos

Karlsruhe Institute of Technology, Karlsruhe, Germany

Juris Hartmanis

Cornell University, Ithaca, NY, USA

More information about this subseries at http://www.springer.com/series/7412

Editors

Nicolas Tsapatsoulis , Andreas Panayides , Theo Theocharides , Andreas Lanitis , Constantinos Pattichis and Mario Vento

Computer Analysis of Images and Patterns

19th International Conference, CAIP 2021, Virtual Event, September 2830, 2021, Proceedings, Part I

1st ed. 2021

Logo of the publisher

Editors

Nicolas Tsapatsoulis

Cyprus University of Technology, Limassol, Cyprus

Andreas Panayides

University of Cyprus, Nicosia, Cyprus

Theo Theocharides

University of Cyprus, Nicosia, Cyprus

Andreas Lanitis

Cyprus University of Technology, Limassol, Cyprus

CYENS Centre of Excellence, Nicosia, Cyprus

Constantinos Pattichis

University of Cyprus, Nicosia, Cyprus

CYENS Centre of Excellence, Nicosia, Cyprus

Mario Vento

University of Salerno, Salerno, Italy

ISSN 0302-9743 e-ISSN 1611-3349

Lecture Notes in Computer Science Image Processing, Computer Vision, Pattern Recognition, and Graphics

ISBN 978-3-030-89127-5 e-ISBN 978-3-030-89128-2

https://doi.org/10.1007/978-3-030-89128-2

Springer Nature Switzerland AG 2021

This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part 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 or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.

The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.

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 herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG

The registered company address is: Gewerbestrasse 11, 6330 Cham, 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 2830, 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, Mnster, Vienna, and Paris, amongst other places. Due to the ongoing COVID-19 pandemic, CAIP 2021 was held as a virtual conference, but the organizing committee were dedicated to offering the best possible online experience.

The scientific program of the conference consisted of plenary lectures and contributed papers presented in a single track. A total of 129 papers were submitted to CAIP 2021, which were reviewed in a single-blind process with at least two reviewers 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 distinguished 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.

We want to express our deepest appreciation to all the members of the CAIP 2021 organizing committee and Technical Program Committee, as well as all the reviewers, for their dedication and hard work in creating an excellent scientific program. We want to thank all the authors who submitted their papers to CAIP 2021, and all of those who presented and shared their work. Finally, we would like thank all the participants for taking part in the conference.

We hope that you enjoyed this exciting and memorable event, and we look forward to meeting in person at the next CAIP!

Constantinos Pattichis

Andreas Lanitis

Nicolas Tsapatsoulis

Andreas Panayides

Theo Theocharides

Mario Vento

October 2021

Organization

General Chairs

Constantinos S. Pattichis

CYENS and University of Cyprus, Cyprus

Andreas Lanitis

CYENS and Cyprus University of Technology, 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

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