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Image Analysis and Processing - ICIAP 2023 Workshops

Udine, Italy, September 11–15, 2023, Proceedings, Part I

  • Conference proceedings
  • © 2024

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Editors:
  1. Gian Luca Foresti

    1. University of Udine, Udine, Italy

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    You can also search for this editor in PubMed   Google Scholar

  2. Andrea Fusiello

    1. University of Udine, Udine, Italy

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    You can also search for this editor in PubMed   Google Scholar

  3. Edwin Hancock

    1. University of York, York, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14365)

Included in the following conference series:

Conference proceedings info: ICIAP 2023.

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Table of contents (41 papers)

  1. Front Matter

    Pages i-xxi
    Download chapter PDF

  2. Industrial Poster Session

    1. Front Matter

      Pages 1-1
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    2. Instance Segmentation Applied to Underground Infrastructures

      • R. Haenel, Q. Semler, E. Semin, S. Tabbone, P. Grussenmeyer
      Pages 3-14

    3. Generating Invariance-Based Adversarial Examples: Bringing Humans Back into the Loop

      • Florian Merkle, Mihaela Roxana Sirbu, Martin Nocker, Pascal Schöttle
      Pages 15-27

    4. MARS: Mask Attention Refinement with Sequential Quadtree Nodes for Car Damage Instance Segmentation

      • Teerapong Panboonyuen, Naphat Nithisopa, Panin Pienroj, Laphonchai Jirachuphun, Chaiwasut Watthanasirikrit, Naruepon Pornwiriyakul
      Pages 28-38

    5. On-Device Learning with Binary Neural Networks

      • Lorenzo Vorabbi, Davide Maltoni, Stefano Santi
      Pages 39-50

    6. Towards One-Shot PCB Component Detection with YOLO

      • Gabriele Spadaro, Gaspare Vetrano, Barbara Penna, Antonio Serena, Attilio Fiandrotti
      Pages 51-61

    7. Wildfires Classification: A Comparative Study

      • Giorgio Cruciata, Liliana Lo Presti, Gabriele Ajello, Paolo Cicero, Giacomo Corvisieri, Marco La Cascia
      Pages 62-73

    8. A General Purpose Method for Image Collection Summarization and Exploration

      • Marco Leonardi, Paolo Napoletano, Alessandro Rozza, Raimondo Schettini
      Pages 74-85

    9. Automated Identification of Failure Cases in Organ at Risk Segmentation Using Distance Metrics: A Study on CT Data

      • Amin Honarmandi Shandiz, Attila Rádics, Rajesh Tamada, Makk Árpád, Karolina Glowacka, Lehel Ferenczi et al.
      Pages 86-96

    10. Digitizer: A Synthetic Dataset for Well-Log Analysis

      • M. Quamer Nasim, Narendra Patwardhan, Javed Ali, Tannistha Maiti, Stefano Marrone, Tarry Singh et al.
      Pages 97-105

    11. CNN-BLSTM Model for Arabic Text Recognition in Unconstrained Captured Identity Documents

      • Nabil Ghanmi, Amine Belhakimi, Ahmad-Montaser Awal
      Pages 106-118

  3. Advances in Gaze Analysis, Visual attention and Eye-gaze modelling (AGAVE)

    1. Front Matter

      Pages 119-119
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    2. Detection and Localization of Changes in Immersive Virtual Reality

      • Manuela Chessa, Chiara Bassano, Fabio Solari
      Pages 121-132

    3. Pain and Fear in the Eyes: Gaze Dynamics Predicts Social Anxiety from Fear Generalisation

      • Sabrina Patania, Alessandro D’Amelio, Vittorio Cuculo, Matteo Limoncini, Marco Ghezzi, Vincenzo Conversano et al.
      Pages 133-144

    4. Eye Gaze Analysis Towards an AI System for Dynamic Content Layout

      • Michael Milliken, Andriy Kharechko, Ian Kegel, Brahim Allan, Shuai Zhang, Sally McClean
      Pages 145-156

  4. Beyond Vision: Physics Meets AI (BVPAI)

    1. Front Matter

      Pages 157-157
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    2. A Variational AutoEncoder for Model Independent Searches of New Physics at LHC

      • Giulia Lavizzari, Giacomo Boldrini, Simone Gennai, Pietro Govoni
      Pages 159-169

    3. Adaptive Voronoi Binning in Muon Radiography for Detecting Subsurface Cavities

      • A. Paccagnella, V. Ciulli, R. D’Alessandro, L. Bonechi, D. Borselli, C. Frosin et al.
      Pages 170-178

    4. Optimizing Deep Learning Models for Cell Recognition in Fluorescence Microscopy: The Impact of Loss Functions on Performance and Generalization

      • Luca Clissa, Antonio Macaluso, Antonio Zoccoli
      Pages 179-190
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Other volumes

  1. Image Analysis and Processing – ICIAP 2023

  2. Image Analysis and Processing – ICIAP 2023

  3. Image Analysis and Processing - ICIAP 2023 Workshops

  4. Image Analysis and Processing - ICIAP 2023 Workshops

Keywords

About this book

The two-volume set LNCS 14365 and 14366 constitutes the papers of workshops hosted by the 22nd International Conference on Image Analysis and Processing, ICIAP 2023, held in Udine, Italy, in September 2023.

In total, 72 workshop papers and 10 industrial poster session papers have been accepted for publication. 



Part I of the set, volume 14365, contains 10 papers from the industrial poster session, and 31 papers from the following workshops:
– Advances in Gaze Analysis, Visual attention and Eye-gaze modelling (AGAVE)
– Beyond Vision: Physics meets AI (BVPAI)
– Automatic Affect Analysis and Synthesis (3AS)
– International Contest on Fire Detection (ONFIRE)
– Recent Advances in Digital Security: Biometrics and Forensics (BioFor)
– Computer Vision for Environment Monitoring and Preservation (CVEMP)
– Generation of Human Face and Body Behavior (GHB)




Editors and Affiliations

  • University of Udine, Udine, Italy

    Gian Luca Foresti, Andrea Fusiello

  • University of York, York, UK

    Edwin Hancock

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