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  • © 2022

Image Analysis and Processing – ICIAP 2022

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

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13231)

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

Conference proceedings info: ICIAP 2022.

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  • ISBN: 978-3-031-06427-2
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Table of contents (66 papers)

  1. Front Matter

    Pages i-xxvii
  2. Brave New Ideas

    1. Front Matter

      Pages 1-1
    2. A Lightweight Model for Satellite Pose Estimation

      • Pierluigi Carcagnì, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante
      Pages 3-14
    3. Imitation Learning for Autonomous Vehicle Driving: How Does the Representation Matter?

      • Antonio Greco, Leonardo Rundo, Alessia Saggese, Mario Vento, Antonio Vicinanza
      Pages 15-26
    4. LessonAble: Leveraging Deep Fakes in MOOC Content Creation

      • Ciro Sannino, Michela Gravina, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone
      Pages 27-37
    5. An Intelligent Scanning Vehicle for Waste Collection Monitoring

      • Georg Waltner, Malte Jaschik, Alfred Rinnhofer, Horst Possegger, Horst Bischof
      Pages 38-50
    6. Morphological Galaxies Classification According to Hubble-de Vaucouleurs Diagram Using CNNs

      • Pier Luigi Mazzeo, Antonio Rizzo, Cosimo Distante
      Pages 51-62
  3. Biomedical and Assistive Technology

    1. Front Matter

      Pages 63-63
    2. Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices

      • Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
      Pages 65-76
    3. Unsupervised Deformable Image Registration in a Landmark Scarcity Scenario: Choroid OCTA

      • Emilio López-Varela, Jorge Novo, José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Marcos Ortega
      Pages 89-99
    4. Leveraging CycleGAN in Lung CT Sinogram-free Kernel Conversion

      • Michela Gravina, Stefano Marrone, Ludovico Docimo, Mario Santini, Alfonso Fiorelli, Domenico Parmeggiani et al.
      Pages 100-110
    5. Investigating One-Class Classifiers to Diagnose Alzheimer’s Disease from Handwriting

      • Antonio Parziale, Antonio Della Cioppa, Angelo Marcelli
      Pages 111-123
    6. Machine Learning to Predict Cognitive Decline of Patients with Alzheimer’s Disease Using EEG Markers: A Preliminary Study

      • Francesco Fontanella, Sonia Pinelli, Claudio Babiloni, Roberta Lizio, Claudio Del Percio, Susanna Lopez et al.
      Pages 137-147
    7. Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions

      • José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
      Pages 148-159
    8. Eye Diseases Classification Using Deep Learning

      • Patrycja Haraburda, Łukasz Dabała
      Pages 160-172
    9. A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images

      • Carlo Alberto Barbano, Enzo Tartaglione, Claudio Berzovini, Marco Calandri, Marco Grangetto
      Pages 173-184
    10. UniToChest: A Lung Image Dataset for Segmentation of Cancerous Nodules on CT Scans

      • Hafiza Ayesha Hoor Chaudhry, Riccardo Renzulli, Daniele Perlo, Francesca Santinelli, Stefano Tibaldi, Carmen Cristiano et al.
      Pages 185-196

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
  • computer networks
  • computer vision
  • deep learning
  • education
  • image analysis
  • image coding
  • image processing
  • image reconstruction
  • image segmentation
  • imaging systems
  • machine learning
  • network protocols
  • neural networks
  • pattern recognition
  • 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 89.00
Price excludes VAT (USA)
  • ISBN: 978-3-031-06427-2
  • 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 119.99
Price excludes VAT (USA)