arXiv Open Access 2018

Determination of Stationary Points and Their Bindings in Dataset using RBF Methods

Zuzana Majdisova Vaclav Skala Michal Smolik
Lihat Sumber

Abstrak

Stationary points of multivariable function which represents some surface have an important role in many application such as computer vision, chemical physics, etc. Nevertheless, the dataset describing the surface for which a sampling function is not known is often given. Therefore, it is necessary to propose an approach for finding the stationary points without knowledge of the sampling function. In this paper, an algorithm for determining a set of stationary points of given sampled surface and detecting the bindings between these stationary points (such as stationary points lie on line segment, circle, etc.) is presented. Our approach is based on the piecewise RBF interpolation of the given dataset.

Topik & Kata Kunci

Penulis (3)

Z

Zuzana Majdisova

V

Vaclav Skala

M

Michal Smolik

Format Sitasi

Majdisova, Z., Skala, V., Smolik, M. (2018). Determination of Stationary Points and Their Bindings in Dataset using RBF Methods. https://arxiv.org/abs/1809.01847

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2018
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓