Reproducible Research in Pattern Recognition

Second International Workshop, RRPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers
1. Auflage 2019
ISBN: 978-3-030-23986-2
Verlag: Springer International Publishing

Buch, Englisch, 157 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 265 g

Reihe: Image Processing, Computer Vision, Pattern Recognition, and Graphics

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 Sciencewith a potential link to Image Processing and Pattern Recognition. In the second track 2 the authors described their works in terms of Reproducible Research.

Zielgruppe

Research

Autoren/Hrsg.

Kerautret, Bertrand

Colom, Miguel

Talbot, Hugues

Lopresti, Daniel

Monasse, Pascal

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik

Inhaltsverzeichnis

Reproducible Research.- Reproducibility.- Pattern Recognition.- Image Processing.- Image Analysis.- Computer Vision.- Digital Geometry.- Semi-supervised Learning.- Shape analysis.- Evaluation Framework.- Document Image Analysis.- Image Denoising.- Robust Image Processing.- Structure from Motion.- Multiple-view Geometry.- Segment Detection.- IPOL.