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Computer Vision Systems

14th International Conference, ICVS 2023, Vienna, Austria, September 27–29, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Henrik I. Christensen

    1. UC San Diego, La Jolla, USA

  2. Peter Corke

    1. Queensland University of Technology, Brisbane, Australia

  3. Renaud Detry

    1. KU Leuven, Leuven, Belgium

  4. Jean-Baptiste Weibel

    1. TU Wien, Vienna, Austria

  5. Markus Vincze

    1. TU Wien, Vienna, Austria

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14253)

Included in the following conference series:

Conference proceedings info: ICVS 2023.

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About this book

This volume LNCS 14253 constitutes the refereed proceedings of the 14th International Conference, ICVS 2023, in Vienna, Austria, in September 2023..  

The 37 full papers presented were carefully reviewed and selected from 74 submissions. The conference focuses on Humans and Hands; Medical and Health Care; Farming and Forestry; Automation and Manufacturing; Mobile Robotics and Autonomous Systems;  and Performance and Robustness.

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Table of contents (37 papers)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. Humans and Hands

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Tracking and Identification of Ice Hockey Players

      • Qiao Chen, Charalambos Poullis
      Pages 3-16

    3. Dedicated Encoding-Streams Based Spatio-Temporal Framework for Dynamic Person-Independent Facial Expression Recognition

      • Mohamed Kas, Yassine Ruichek, Youssef EL-Merabet, Rochdi Messoussi
      Pages 17-30

    4. Hands, Objects, Action! Egocentric 2D Hand-Based Action Recognition

      • Wiktor Mucha, Martin Kampel
      Pages 31-40

    5. WiFi CSI-Based Long-Range Through-Wall Human Activity Recognition with the ESP32

      • Julian Strohmayer, Martin Kampel
      Pages 41-50

    6. PseudoDepth-SLR: Generating Depth Data for Sign Language Recognition

      • Noha Sarhan, Jan M. Willruth, Simone Fritnrop
      Pages 51-62

    7. Slovo: Russian Sign Language Dataset

      • Alexander Kapitanov, Kvanchiani Karina, Alexander Nagaev, Petrova Elizaveta
      Pages 63-73

    8. Non-contact Heart Rate Monitoring: A Comparative Study of Computer Vision and Radar Approaches

      • Gengqian Yang, Benjamin Metcalfe, Robert Watson, Adrian Evans
      Pages 74-87

  3. Medical and Health Care

    1. Front Matter

      Pages 89-89
      Download chapter PDF

    2. CFAB: An Online Data Augmentation to Alleviate the Spuriousness of Classification on Medical Ultrasound Images

      • Jianhua Huang, Kuan Huang, Meng Xu, Feifei Liu
      Pages 91-101

    3. Towards an Unsupervised GrowCut Algorithm for Mammography Segmentation

      • Cristiana Moroz-Dubenco, Laura Dioșan, Anca Andreica
      Pages 102-111

    4. DeepLabV3+ Ensemble for Diagnosis of Cardiac Transplant Rejection

      • Ivan Vykopal, Lukas Hudec, Martin Kveton, Ondrej Fabian, Andrea Felsoova, Wanda Benesova
      Pages 112-122

  4. Farming and Forestry

    1. Front Matter

      Pages 123-123
      Download chapter PDF

    2. Of Mice and Pose: 2D Mouse Pose Estimation from Unlabelled Data and Synthetic Prior

      • Jose Sosa, Sharn Perry, Jane Alty, David Hogg
      Pages 125-136

    3. SIFT-Guided Saliency-Based Augmentation for Weed Detection in Grassland Images: Fusing Classic Computer Vision with Deep Learning

      • Patrick Schmidt, Ronja Güldenring, Lazaros Nalpantidis
      Pages 137-147

    4. Key Point-Based Orientation Estimation of Strawberries for Robotic Fruit Picking

      • Justin Le Louëdec, Grzegorz Cielniak
      Pages 148-158

    5. Residual Cascade CNN for Detection of Spatially Relevant Objects in Agriculture: The Grape-Stem Paradigm

      • Georgios Zampokas, Ioannis Mariolis, Dimitrios Giakoumis, Dimitrios Tzovaras
      Pages 159-168

    6. Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation

      • Salim Khazem, Jeremy Fix, Cédric Pradalier
      Pages 169-180

  5. Automation and Manufacturing

    1. Front Matter

      Pages 181-181
      Download chapter PDF
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Other volumes

  1. Computer Vision Systems

Editors and Affiliations

  • UC San Diego, La Jolla, USA

    Henrik I. Christensen

  • Queensland University of Technology, Brisbane, Australia

    Peter Corke

  • KU Leuven, Leuven, Belgium

    Renaud Detry

  • TU Wien, Vienna, Austria

    Jean-Baptiste Weibel, Markus Vincze

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Bibliographic Information

  • Book Title: Computer Vision Systems

  • Book Subtitle: 14th International Conference, ICVS 2023, Vienna, Austria, September 27–29, 2023, Proceedings

  • Editors: Henrik I. Christensen, Peter Corke, Renaud Detry, Jean-Baptiste Weibel, Markus Vincze

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-44137-0

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-44136-3Published: 21 September 2023

  • eBook ISBN: 978-3-031-44137-0Published: 20 September 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XII, 461

  • Number of Illustrations: 7 b/w illustrations, 160 illustrations in colour

  • Topics: Image Processing and Computer Vision, Artificial Intelligence, Computer Systems Organization and Communication Networks, Pattern Recognition

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