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Image Analysis and Processing – ICIAP 2022

21st International Conference, Lecce, Italy, May 23–27, 2022, Proceedings, Part III

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13233)

Conference series link(s): ICIAP: International Conference on Image Analysis and Processing

Conference proceedings info: ICIAP 2022.

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  • ISBN: 978-3-031-06433-3
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Table of contents (41 papers)

  1. Front Matter

    Pages i-xiv
  2. Pattern Recognition and Machine Learning

    1. Front Matter

      Pages 1-1
    2. Hangul Fonts Dataset: A Hierarchical and Compositional Dataset for Investigating Learned Representations

      • Jesse A. Livezey, Ahyeon Hwang, Jacob Yeung, Kristofer E. Bouchard
      Pages 3-14
    3. Out-of-Distribution Detection Using Outlier Detection Methods

      • Jan Diers, Christian Pigorsch
      Pages 15-26
    4. Relaxation Labeling Meets GANs: Solving Jigsaw Puzzles with Missing Borders

      • Marina Khoroshiltseva, Arianna Traviglia, Marcello Pelillo, Sebastiano Vascon
      Pages 27-38
    5. Computationally Efficient Rehearsal for Online Continual Learning

      • Charalampos Davalas, Dimitrios Michail, Christos Diou, Iraklis Varlamis, Konstantinos Tserpes
      Pages 39-49
    6. Recurrent Vision Transformer for Solving Visual Reasoning Problems

      • Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi
      Pages 50-61
    7. Metric Learning-Based Unsupervised Domain Adaptation for 3D Skeleton Hand Activities Categorization

      • Yasser Boutaleb, Catherine Soladié, Nam-duong Duong, Amine Kacete, Jérôme Royan, Renaud Seguier
      Pages 62-74
    8. Using Random Forest Distances for Outlier Detection

      • Antonella Mensi, Ferdinando Cicalese, Manuele Bicego
      Pages 75-86
    9. Case Study on the Use of the SafeML Approach in Training Autonomous Driving Vehicles

      • Matthias Bergler, Ramin Tavakoli Kolagari, Kristina Lundqvist
      Pages 87-97
    10. User-Biased Food Recognition for Health Monitoring

      • Mazhar Hussain, Alessandro Ortis, Riccardo Polosa, Sebastiano Battiato
      Pages 98-108
    11. Multi-view Spectral Clustering via Integrating Label and Data Graph Learning

      • Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Hichem Omrani
      Pages 109-120
    12. Distance-Based Random Forest Clustering with Missing Data

      • Matteo Raniero, Manuele Bicego, Ferdinando Cicalese
      Pages 121-132
  3. Video Analysis and Understanding

    1. Front Matter

      Pages 133-133
    2. FirstPiano: A New Egocentric Hand Action Dataset Oriented Towards Augmented Reality Applications

      • Théo Voillemin, Hazem Wannous, Jean-Philippe Vandeborre
      Pages 170-181
    3. Learning Video Retrieval Models with Relevance-Aware Online Mining

      • Alex Falcon, Giuseppe Serra, Oswald Lanz
      Pages 182-194
    4. Foreground Detection Using an Attention Module and a Video Encoding

      • Anthony A. Benavides-Arce, Victor Flores-Benites, Rensso Mora-Colque
      Pages 195-205

Other Volumes

  1. Image Analysis and Processing – ICIAP 2022

    21st International Conference, Lecce, Italy, May 23–27, 2022, Proceedings, Part I
  2. Image Analysis and Processing – ICIAP 2022

    21st International Conference, Lecce, Italy, May 23–27, 2022, Proceedings, Part II
  3. Image Analysis and Processing – ICIAP 2022

    21st International Conference, Lecce, Italy, May 23–27, 2022, Proceedings, Part III
  4. Image Analysis and Processing. ICIAP 2022 Workshops

    ICIAP International Workshops, Lecce, Italy, May 23–27, 2022, Revised Selected Papers, Part I
  5. Image Analysis and Processing. ICIAP 2022 Workshops

    ICIAP International Workshops, Lecce, Italy, May 23–27, 2022, Revised Selected Papers, Part II

About this book

The proceedings set LNCS 13231, 13232, and 13233 constitutes the refereed proceedings of the 21st International Conference on Image Analysis and Processing, ICIAP 2022, which was held during May 23-27, 2022, in Lecce, Italy,

The 168 papers included in the proceedings were carefully reviewed and selected from 307 submissions. They deal with video analysis and understanding; pattern recognition and machine learning; deep learning; multi-view geometry and 3D computer vision; image analysis, detection and recognition; multimedia; biomedical and assistive technology; digital forensics and biometrics; image processing for cultural heritage; robot vision; etc.

Keywords

  • artificial intelligence
  • communication systems
  • computer networks
  • computer vision
  • education
  • Human-Computer Interaction (HCI)
  • image analysis
  • image coding
  • image processing
  • image quality
  • image segmentation
  • machine learning
  • neural networks
  • pattern recognition
  • sensors
  • signal processing

Editors and Affiliations

  • Boston University, Boston, USA

    Stan Sclaroff

  • National Research Council, Lecce, Italy

    Cosimo Distante, Marco Leo

  • University of Catania, Catania, Italy

    Giovanni M. Farinella

  • Technische Universität München, Garching, Germany

    Federico Tombari

Bibliographic Information

Buying options

eBook USD 69.99
Price excludes VAT (USA)
  • ISBN: 978-3-031-06433-3
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 89.99
Price excludes VAT (USA)