Skip to main content
SpringerLink
Log in
Book cover

Reproducible Research in Pattern Recognition

Second International Workshop, RRPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Bertrand Kerautret

    1. LIRIS, Université de Lyon 2, Bron, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Miguel Colom

    1. CMLA, ENS Cachan, CNRS, Université Paris-Saclay, Cachan, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Daniel Lopresti

    1. Department of Computer Science and Engineering, Lehigh University, Bethlehem, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Pascal Monasse

    1. Laboratoire d'Informatique Gaspard-Monge, Ecole des Ponts Paristech, Marne-la-Vallée, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Hugues Talbot

    1. CentraleSupelec, Universite Paris-Saclay, Gif-sur-Yvette, 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 11455)

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

Included in the following conference series:

Conference proceedings info: RRPR 2018.

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 (14 papers)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. Invited Talks

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Extending IPOL to New Data Types and Machine-Learning Applications

      • Miguel Colom
      Pages 3-24

    3. An Overview of Platforms for Reproducible Research and Augmented Publications

      • Miguel Colom, Bertrand Kerautret, Adrien Krähenbühl
      Pages 25-39

  3. Reproducible Research Results

    1. Front Matter

      Pages 41-41
      Download chapter PDF

    2. A Root-to-Leaf Algorithm Computing the Tree of Shapes of an Image

      • Pascal Monasse
      Pages 43-54

    3. Discrete Regular Polygons for Digital Shape Rigid Motion via Polygonization

      • Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Isabelle Debled-Rennesson
      Pages 55-70

    4. Non-deterministic Behavior of Ranking-Based Metrics When Evaluating Embeddings

      • Anguelos Nicolaou, Sounak Dey, Vincent Christlein, Andreas Maier, Dimosthenis Karatzas
      Pages 71-82

  4. RRPR Short Papers

    1. Front Matter

      Pages 83-83
      Download chapter PDF

    2. CNN Implementation for Semantic Heads Segmentation Using Top-View Depth Data in Crowded Environment

      • Rocco Pietrini, Daniele Liciotti, Marina Paolanti, Emanuele Frontoni, Primo Zingaretti
      Pages 85-88

    3. Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes

      • Federico Bolelli, Michele Cancilla, Lorenzo Baraldi, Costantino Grana
      Pages 89-93

    4. MATLAB Implementation Details of a Scalable Spectral Clustering Algorithm with the Cosine Similarity

      • Guangliang Chen
      Pages 94-97

    5. On the Implementation of ALFA – Agglomerative Late Fusion Algorithm for Object Detection

      • Iuliia Saveleva, Evgenii Razinkov
      Pages 98-103

    6. On Reproducibility of Deep Convolutional Neural Networks Approaches

      • Gabriele Piantadosi, Stefano Marrone, Carlo Sansone
      Pages 104-109

    7. Some Comments on Variational Bayes Block Sparse Modeling with Correlated Entries

      • Shruti Sharma, Santanu Chaudhury, Jayadeva
      Pages 110-117

  5. Invited Reproducible Research Contributions

    1. Front Matter

      Pages 119-119
      Download chapter PDF

    2. An Image Processing Library in Modern C++: Getting Simplicity and Efficiency with Generic Programming

      • Michaël Roynard, Edwin Carlinet, Thierry Géraud
      Pages 121-137

    3. New Definition of Quality-Scale Robustness for Image Processing Algorithms, with Generalized Uncertainty Modeling, Applied to Denoising and Segmentation

      • Antoine Vacavant, Marie-Ange Lebre, Hugo Rositi, Manuel Grand-Brochier, Robin Strand
      Pages 138-149

    4. ReScience C: A Journal for Reproducible Replications in Computational Science

      • Nicolas P. Rougier, Konrad Hinsen
      Pages 150-156

  6. Back Matter

    Pages 157-157
    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 Second International Workshop on Reproducible Research in Pattern Recognition, RRPR 2018, in Beijing, China in August 2018.


The 8 revised full papers, presented together 6 short papers, were carefully reviewed and selected from 14 submissions. This year the workshop did focus on Digital Geometry and Mathematical Morphology. 
The first track 1 on RR Framework was dedicated to the general topics of Reproducible Research in Computer Science
with a potential link to Image Processing and Pattern Recognition. In the second track 2 the authors described their works in terms of Reproducible Research.


Editors and Affiliations

  • LIRIS, Université de Lyon 2, Bron, France

    Bertrand Kerautret

  • CMLA, ENS Cachan, CNRS, Université Paris-Saclay, Cachan, France

    Miguel Colom

  • Department of Computer Science and Engineering, Lehigh University, Bethlehem, USA

    Daniel Lopresti

  • Laboratoire d'Informatique Gaspard-Monge, Ecole des Ponts Paristech, Marne-la-Vallée, France

    Pascal Monasse

  • CentraleSupelec, Universite Paris-Saclay, Gif-sur-Yvette, France

    Hugues Talbot

Bibliographic Information

  • Book Title: Reproducible Research in Pattern Recognition

  • Book Subtitle: Second International Workshop, RRPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers

  • Editors: Bertrand Kerautret, Miguel Colom, Daniel Lopresti, Pascal Monasse, Hugues Talbot

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-23987-9

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Softcover ISBN: 978-3-030-23986-2Published: 29 June 2019

  • eBook ISBN: 978-3-030-23987-9Published: 28 June 2019

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: X, 157

  • Number of Illustrations: 111 b/w illustrations, 61 illustrations in colour

  • Topics: Pattern Recognition

Publish with us

Policies and ethics

Societies and partnerships

Back to top

Search

Navigation