2D Points Curve Reconstruction Survey and Benchmark
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Date
2022
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
Curve reconstruction from unstructured points in a plane is a fundamental problem with many applications that has generated research interest for decades. Involved aspects like handling open, sharp, multiple and non-manifold outlines, run-time and provability as well as potential extension to 3D for surface reconstruction have led to many different algorithms. We survey the literature on 2D curve reconstruction and then present an open-sourced benchmark for the experimental study. Our unprecedented evaluation of a selected set of planar curve reconstruction algorithms aims to give an overview of both quantitative analysis and qualitative aspects for helping users to select the right algorithm for specific problems in the field. Our benchmark framework is available online to permit reproducing the results and easy integration of new algorithms.
Description
@inproceedings{10.2312:egt.20221058,
booktitle = {Eurographics 2022 - Tutorials},
editor = {Hahmann, Stefanie and Patow, Gustavo A.},
title = {{2D Points Curve Reconstruction Survey and Benchmark}},
author = {Ohrhallinger, Stefan and Peethambaran, Jiju and Parakkat, Amal Dev and Dey, Tamal K. and Muthuganapathy, R.},
year = {2022},
publisher = {The Eurographics Association},
ISSN = {1017-4656},
ISBN = {978-3-03868-172-4},
DOI = {10.2312/egt.20221058}
}