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Pattern Recognition Applications and Methods

10th International Conference, ICPRAM 2021, and 11th International Conference, ICPRAM 2022, Virtual Event, February 4–6, 2021 and February 3–5, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Maria De Marsico

    1. Sapienza Università di Roma, Rome, Italy

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  2. Gabriella Sanniti di Baja

    1. ICAR, Consiglio Nazionale delle Ricerche, Naples, Italy

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    You can also search for this editor in PubMed   Google Scholar

  3. Ana Fred

    1. IST - Torre Norte, Instituto de Telecomunicações, Lisbon, Portugal

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13822)

Included in the following conference series:

Conference proceedings info: ICPRAM 2021. ICPRAM 2022.

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Table of contents (8 papers)

  1. Front Matter

    Pages i-xiii
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  2. Theory and Methods

    1. Front Matter

      Pages 1-1
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    2. Reduced Precision Research of a GAN Image Generation Use-case

      • Florian Rehm, Vikram Saletore, Sofia Vallecorsa, Kerstin Borras, Dirk Krücker
      Pages 3-22

    3. Similarity Constrained Conditional Generative Auto-encoder with Generalized Dilated Networks

      • Jan Niclas Reimann, Bhargav Bharat Shukla, Andreas Schwung, Steven X. Ding
      Pages 23-51

    4. Retinotopic Image Encoding by Samples of Counts

      • Viacheslav Antsiperov, Vladislav Kershner
      Pages 52-75

    5. Gesture Recognition and Multi-modal Fusion on a New Hand Gesture Dataset

      • Monika Schak, Alexander Gepperth
      Pages 76-97

    6. Adaptive Sampling for Weighted Log-Rank Survival Trees Boosting

      • Iulii Vasilev, Mikhail Petrovskiy, Igor Mashechkin
      Pages 98-115

  3. Applications

    1. Front Matter

      Pages 117-117
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    2. Forecasting Overtime Budgets for Naval Fleet Maintenance Facilities Using Time-Series Analysis During Transient System States

      • Charith Gunasekara, Lise Arseneau, Cheryl Eisler
      Pages 119-133

    3. Exploiting Temporal Coherence to Improve Person Re-identification

      • Oliverio J. Santana, Javier Lorenzo-Navarro, David Freire-Obregón, Daniel Hernández-Sosa, José Isern-González, Modesto Castrillón-Santana
      Pages 134-151

    4. Perusal of Camera Trap Sequences Across Locations

      • Anoushka Banerjee, Dileep Aroor Dinesh, Arnav Bhavsar
      Pages 152-174

  4. Back Matter

    Pages 175-175
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Other volumes

  1. Pattern Recognition Applications and Methods

Keywords

About this book

This book contains revised and extended versions of selected papers from the 10th and 11th International Conference on Pattern Recognition, ICPRAM 2021 and 2022, held in February 2021 and 2022. Due to COVID-19 pandemic the conferences were held virtually. Both conferences received in total 204 submissions from which 8 full papers were carefully reviewed and selected for presentation in this volume. The papers span a wide range of investigation as well as development lines, which of course always reflect the last trends of research in the pattern recognition community.

Editors and Affiliations

  • Sapienza Università di Roma, Rome, Italy

    Maria De Marsico

  • ICAR, Consiglio Nazionale delle Ricerche, Naples, Italy

    Gabriella Sanniti di Baja

  • IST - Torre Norte, Instituto de Telecomunicações, Lisbon, Portugal

    Ana Fred

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