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Image Analysis and Processing. ICIAP 2022 Workshops

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

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Pier Luigi Mazzeo

    1. National Research Council, Lecce, Italy

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  2. Emanuele Frontoni

    1. Università Politecnica delle Marche, Ancona, Italy

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  3. Stan Sclaroff

    1. Boston University, Boston, USA

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  4. Cosimo Distante

    1. National Research Council, Lecce, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13374)

Included in the following conference series:

Conference proceedings info: ICIAP 2022.

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About this book

The two-volume set LNCS 13373 and 13374 constitutes the papers of several workshops which were held in conjunction with the 21st International Conference on Image Analysis and Processing, ICIAP 2022, held in Lecce, Italy, in May 2022.


The 96 revised full papers presented in the proceedings set were carefully reviewed and selected from 157 submissions.


ICIAP 2022 presents the following Sixteen workshops:


Volume I:


GoodBrother workshop on visual intelligence for active and assisted living
Parts can worth like the Whole - PART 2022
Workshop on Fine Art Pattern Extraction and Recognition - FAPER
Workshop on Intelligent Systems in Human and Artificial Perception - ISHAPE 2022
Artificial Intelligence and Radiomics in Computer-Aided Diagnosis - AIRCADDeep-Learning and High Performance Computing to Boost Biomedical Applications - DeepHealth


Volume II: 


Human Behaviour Analysis for Smart City Environment Safety - HBAxSCES
Binary is the new Black (and White): Recent Advances on Binary Image Processing
Artificial Intelligence for preterm infants’ healthCare - AI-care
Towards a Complete Analysis of People: From Face and Body to Clothes - T-CAP
Artificial Intelligence for Digital Humanities - AI4DH
Medical Transformers - MEDXF
Learning in Precision Livestock Farming - LPLF
Workshop on Small-Drone Surveillance, Detection and Counteraction Techniques - WOSDETC
Medical Imaging Analysis For Covid-19 - MIACOVID 2022
Novel Benchmarks and Approaches for Real-World Continual Learning - CL4REAL


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Keywords

Table of contents (47 papers)

  1. Front Matter

    Pages i-xxiv
    Download chapter PDF

  2. Human Behaviour Analysis for Smart City Environment Safety - HBAxSCES

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. A Framework for Forming Middle Distance Routes Based on Spatial Guidelines, Perceived Accessibility and Visual Cues in Smart City

      • Margarita Zaleshina, Alexander Zaleshin
      Pages 3-13

    3. A Survey on Few-Shot Techniques in the Context of Computer Vision Applications Based on Deep Learning

      • Miguel G. San-Emeterio
      Pages 14-25

    4. Decision-Support System for Safety and Security Assessment and Management in Smart Cities

      • Javier González-Villa, Arturo Cuesta, Marco Spagnolo, Marisa Zanotti, Luke Summers, Alexander Elms et al.
      Pages 26-36

    5. Embedded Intelligence for Safety and Security Machine Vision Applications

      • Panagiotis Lioupis, Aris Dadoukis, Evangelos Maltezos, Lazaros Karagiannidis, Angelos Amditis, Maite Gonzalez et al.
      Pages 37-46

    6. Supporting Energy Digital Twins with Cloud Data Spaces: An Architectural Proposal

      • Chiara Rucco, Antonella Longo, Marco Zappatore
      Pages 47-58

    7. High-Level Feature Extraction for Crowd Behaviour Analysis: A Computer Vision Approach

      • Alessandro Bruno, Marouane Ferjani, Zoheir Sabeur, Banafshe Arbab-Zavar, Deniz Cetinkaya, Liam Johnstone et al.
      Pages 59-70

  3. Binary is the New Black (and White): Recent Advances on Binary Image Processing

    1. Front Matter

      Pages 71-71
      Download chapter PDF

    2. A Simple yet Effective Image Repairing Algorithm

      • Lidija Čomić, Paola Magillo
      Pages 73-83

    3. A Novel Method for Improving the Voxel-Pattern-Based Euler Number Computing Algorithm of 3D Binary Images

      • Bin Yao, Dianzhi Han, Shiying Kang, Yuyan Chao, Lifeng He
      Pages 84-94

    4. Event-Based Object Detection and Tracking - A Traffic Monitoring Use Case -

      • Simone Mentasti, Abednego Wamuhindo Kambale, Matteo Matteucci
      Pages 95-106

    5. Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction

      • Federico Bolelli, Stefano Allegretti, Costantino Grana
      Pages 107-118

    6. An Efficient Run-Based Connected Component Labeling Algorithm for Processing Holes

      • Florian Lemaitre, Nathan Maurice, Lionel Lacassagne
      Pages 119-131

    7. LSL3D: A Run-Based Connected Component Labeling Algorithm for 3D Volumes

      • Nathan Maurice, Florian Lemaitre, Julien Sopena, Lionel Lacassagne
      Pages 132-142

  4. Artificial Intelligence for Preterm Infants’ HealthCare - AI-Care

    1. Front Matter

      Pages 143-143
      Download chapter PDF

    2. Deep-Learning Architectures for Placenta Vessel Segmentation in TTTS Fetoscopic Images

      • Alessandro Casella, Sara Moccia, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Alexa Bicelli, Dario Paladini et al.
      Pages 145-153

    3. An Advanced Tool for Semi-automatic Annotation for Early Screening of Neurodevelopmental Disorders

      • Giuseppe Massimo Bernava, Marco Leo, Pierluigi Carcagnì, Cosimo Distante
      Pages 154-164

    4. Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI?

      • Alessandro Cacciatore, Lucia Migliorelli, Daniele Berardini, Simona Tiribelli, Stefano Pigliapoco, Sara Moccia
      Pages 165-175

  5. Towards a Complete Analysis of People: From Face and Body to Clothes - T-CAP

    1. Front Matter

      Pages 177-177
      Download chapter PDF
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Other volumes

  1. Image Analysis and Processing – ICIAP 2022

  2. Image Analysis and Processing – ICIAP 2022

  3. Image Analysis and Processing – ICIAP 2022

  4. Image Analysis and Processing. ICIAP 2022 Workshops

  5. Image Analysis and Processing. ICIAP 2022 Workshops

Editors and Affiliations

  • National Research Council, Lecce, Italy

    Pier Luigi Mazzeo, Cosimo Distante

  • Università Politecnica delle Marche, Ancona, Italy

    Emanuele Frontoni

  • Boston University, Boston, USA

    Stan Sclaroff

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