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  • Conference proceedings
  • © 2021

Computer Analysis of Images and Patterns

19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part II

Editors:

  1. Nicolas Tsapatsoulis

    1. Cyprus University of Technology, Limassol, Cyprus

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  2. Andreas Panayides

    1. University of Cyprus, Nicosia, Cyprus

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  3. Theo Theocharides

    1. University of Cyprus, Nicosia, Cyprus

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  4. Andreas Lanitis

    1. Cyprus University of Technology, Limassol, Cyprus

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  5. Constantinos Pattichis

    1. University of Cyprus, Nicosia, Cyprus

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  6. Mario Vento

    1. University of Salerno, Salerno, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13053)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Conference series link(s): CAIP: International Conference on Computer Analysis of Images and Patterns

Conference proceedings info: CAIP 2021.

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  • ISBN: 978-3-030-89131-2
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Table of contents (40 papers)

  1. Front Matter

    Pages i-xxi
    PDF

  2. Machine Learning

    1. Front Matter

      Pages 1-1
      PDF

    2. Deep Learning Based Automated Vickers Hardness Measurement

      • Ehsaneddin Jalilian, Andreas Uhl
      Pages 3-13

    3. ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch

      • Nikolaus Korfhage, Markus Mühling, Bernd Freisleben
      Pages 14-23

    4. Land Use Change Detection Using Deep Siamese Neural Networks and Weakly Supervised Learning

      • Indrajit Kalita, Savvas Karatsiolis, Andreas Kamilaris
      Pages 24-35

    5. AMI-Class: Towards a Fully Automated Multi-view Image Classifier

      • Mahmoud Jarraya, Maher Marwani, Gianmarco Aversano, Ichraf Lahouli, Sabri Skhiri
      Pages 36-45

    6. How Realistic Should Synthetic Images Be for Training Crowd Counting Models?

      • Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Andrea Loddo, Giorgio Fumera
      Pages 46-56

  3. Feature Extraction

    1. Front Matter

      Pages 73-73
      PDF

    2. The Method for Adaptive Material Classification and Pseudo-Coloring of the Baggage X-Ray Images

      • Krzysztof Dmitruk, Marcin Denkowski, Paweł Mikołajczak, Emil Benedykciuk
      Pages 75-87

    3. Sampling of Non-flat Morphology for Grey Value Images

      • Vivek Sridhar, Michael Breuß
      Pages 88-97

    4. A Multi-scale Line Feature Detection Using Second Order Semi-Gaussian Filters

      • Baptiste Magnier, Ghulam-Sakhi Shokouh, Binbin Xu, Philippe Montesinos
      Pages 98-108

    5. Experimental Analysis of Appearance Maps as Descriptor Manifolds Approximations

      • Alberto Jaenal, Francisco-Angel Moreno, Javier Gonzalez-Jimenez
      Pages 109-119

    6. Building Hierarchical Tree Representations Using Homological-Based Tools

      • Fernando Díaz-del-Río, Pablo Sanchez-Cuevas, Helena Molina-Abril, Pedro Real, María José Moron-Fernández
      Pages 120-130

    7. Face Verification in Practice: The Case of Greek Artist Leonidas Arniotis

      • Nicolas Tsapatsoulis, Katerina Diakoumopoulou
      Pages 131-139

  4. Object Recognition

    1. Front Matter

      Pages 141-141
      PDF

    2. Spatio-Temporal Object Detection from UAV On-Board Cameras

      • Daniel Cores, Víctor M. Brea, Manuel Mucientes
      Pages 143-152

    3. Automatic Watermeter Reading in Presence of Highly Deformed Digits

      • Ashkan Mansouri Yarahmadi, Michael Breuß
      Pages 153-163

    4. HR-Crime: Human-Related Anomaly Detection in Surveillance Videos

      • Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera
      Pages 164-174

    5. Sequence-Based Recognition of License Plates with Severe Out-of-Distribution Degradations

      • Denise Moussa, Anatol Maier, Franziska Schirrmacher, Christian Riess
      Pages 175-185
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Other Volumes

  1. Computer Analysis of Images and Patterns

  2. Computer Analysis of Images and Patterns

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About this book

The two volume set LNCS 13052 and 13053 constitutes the refereed proceedings of the 19th International Conference on Computer Analysis of Images and Patterns, CAIP 2021, held virtually, in September 2021.

 

The 87 papers presented were carefully reviewed and selected from 129 submissions. The papers are organized in the following topical sections across the 2 volumes: 3D vision, biomedical image and pattern analysis; machine learning; feature extractions; object recognition; face and gesture, guess the age contest, biometrics, cryptography and security; and segmentation and image restoration.


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Keywords

  • artificial intelligence
  • computer systems
  • computer vision
  • face recognition
  • image analysis
  • image coding
  • image matching
  • image processing
  • image quality
  • image reconstruction
  • image segmentation
  • imaging systems
  • machine learning
  • neural networks
  • object recognition
  • pattern recognition
  • signal processing
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Editors and Affiliations

  • Cyprus University of Technology, Limassol, Cyprus

    Nicolas Tsapatsoulis, Andreas Lanitis

  • University of Cyprus, Nicosia, Cyprus

    Andreas Panayides, Theo Theocharides, Constantinos Pattichis

  • University of Salerno, Salerno, Italy

    Mario Vento

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Bibliographic Information

  • Book Title: Computer Analysis of Images and Patterns

  • Book Subtitle: 19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part II

  • Editors: Nicolas Tsapatsoulis, Andreas Panayides, Theo Theocharides, Andreas Lanitis, Constantinos Pattichis, Mario Vento

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-89131-2

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-89130-5Published: 31 October 2021

  • eBook ISBN: 978-3-030-89131-2Published: 30 October 2021

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXI, 446

  • Number of Illustrations: 29 b/w illustrations, 139 illustrations in colour

  • Topics: Computer Vision

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Access via your institution
eBook USD 69.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-89131-2
  • 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)
Learn about institutional subscriptions