Skip to main content
SpringerLink
Log in

Reproducible Research in Pattern Recognition

Fourth International Workshop, RRPR 2022, Montreal, Canada, August 21, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Bertrand Kerautret

    1. Lumière University Lyon 2, Bron, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Miguel Colom

    1. Ecole Normale Superieure Paris, Gif-sur-Yvette, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Adrien Krähenbühl

    1. University of Stasbourg, Illkirch Cedex, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Daniel Lopresti

    1. Lehigh University, Bethlehem, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Pascal Monasse

    1. Ecole des Ponts Paris Tech, Marne- la- Vallée Cedex 2, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Benjamin Perret

    1. ESIEE Paris, Université Gustave Eiffel, Noisy le Grand Cedex, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14068)

Included in the following conference series:

Conference proceedings info: RRPR 2022.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (9 papers)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. Reproducible Research Framework

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Development Efforts for Reproducible Research: Platform, Library and Editorial Investment

      • Miguel Colom, José Armando Hernández, Bertrand Kerautret, Benjamin Perret
      Pages 3-21

  3. Reproducible Research Results

    1. Front Matter

      Pages 23-23
      Download chapter PDF

    2. Enhancing GNN Feature Modeling for Document Information Extraction Using Transformers

      • Mouad Hamri, Maxime Devanne, Jonathan Weber, Michel Hassenforder
      Pages 25-39

  4. Short ICPR Companion Papers

    1. Front Matter

      Pages 41-41
      Download chapter PDF

    2. A Novel Pattern-Based Edit Distance for Automatic Log Parsing: Implementation and Reproducibility Notes

      • Maxime Raynal, Marc-Olivier Buob, Georges Quénot
      Pages 43-50

    3. Companion Paper: Deep Saliency Map Generators for Multispectral Video Classification

      • Jens Bayer, David Münch, Michael Arens
      Pages 51-56

    4. On Challenging Aspects of Reproducibility in Deep Anomaly Detection

      • Konstantin Kirchheim, Marco Filax, Frank Ortmeier
      Pages 57-66

    5. On the Implementation of Baselines and Lightweight Conditional Model Extrapolation (LIMES) Under Class-Prior Shift

      • Paulina Tomaszewska, Christoph H. Lampert
      Pages 67-73

  5. Special Reproducibility Track from DGMM Event

    1. Front Matter

      Pages 75-75
      Download chapter PDF

    2. Combining Max-Tree and CNN for Segmentation of Cellular FIB-SEM Images

      • Cyril Meyer, Étienne Baudrier, Patrick Schultz, Benoît Naegel
      Pages 77-90

    3. Automatic Forest Road Extraction from LiDAR Data Using Convolutional Neural Networks

      • Paul Georges, Phuc Ngo, Philippe Even
      Pages 91-107

  6. Discussions Report Paper

    1. Front Matter

      Pages 109-109
      Download chapter PDF

    2. Promoting Reproducibility of Research Results in International Events (Report from the \(4^{th}\) RRPR)

      • B. Kerautret, K. Kirchheim, D. Lopresti, P. Ngo, P. Tomaszewska
      Pages 111-123

  7. Back Matter

    Pages 125-125
    Download chapter PDF
Back to top

Other volumes

  1. Reproducible Research in Pattern Recognition

Keywords

About this book

This book constitutes the thoroughly refereed post-workshop proceedings of the 4th International Workshop on Reproducible Research in Pattern Recognition, RRPR 2022, held in Montreal, Canada, in August 2022.
The 5 revised full papers presented together with 4 short papers, were carefully reviewed and selected from 9 submissions.
The papers were organized into three main categories

Editors and Affiliations

  • Lumière University Lyon 2, Bron, France

    Bertrand Kerautret

  • Ecole Normale Superieure Paris, Gif-sur-Yvette, France

    Miguel Colom

  • University of Stasbourg, Illkirch Cedex, France

    Adrien Krähenbühl

  • Lehigh University, Bethlehem, USA

    Daniel Lopresti

  • Ecole des Ponts Paris Tech, Marne- la- Vallée Cedex 2, France

    Pascal Monasse

  • ESIEE Paris, Université Gustave Eiffel, Noisy le Grand Cedex, France

    Benjamin Perret

Bibliographic Information

Publish with us

Policies and ethics

Societies and partnerships

Back to top

Search

Navigation