Detail publikace

Image edges resolved well when using an overcomplete piecewise-polynomial model

NOVOSADOVÁ, M. RAJMIC, P.

Originální název

Image edges resolved well when using an overcomplete piecewise-polynomial model

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Used in the paper is an overcomplete piecewisepolynomial image model incorporating sparsity. The paper shows that using such a model, the edges in the image can be resolved robustly with respect to noise. Two variants of the proposed approach are both shown to be superior to the use of the classic edge detecting kernels. The proposed method is in turn also suitable for image segmentation.

Klíčová slova

image segmentation, smoothing, approximation, denoising, piecewise polynomials, sparsity

Autoři

NOVOSADOVÁ, M.; RAJMIC, P.

Vydáno

17. 12. 2018

Nakladatel

IEEE

Místo

Cairns

ISBN

978-1-5386-5601-3

Kniha

Proceedings of the 12th International Conference on Signal Processing and Communication Systems (ICSPCS)

Strany od

1

Strany do

10

Strany počet

10

URL

https://ieeexplore.ieee.org/document/8631781

BibTex

@inproceedings{BUT150615,
  author="Michaela {Novosadová} and Pavel {Rajmic}",
  title="Image edges resolved well when using an overcomplete piecewise-polynomial model",
  booktitle="Proceedings of the 12th International Conference on Signal Processing and Communication Systems (ICSPCS)",
  year="2018",
  pages="1--10",
  publisher="IEEE",
  address="Cairns",
  doi="10.1109/ICSPCS.2018.8631781",
  isbn="978-1-5386-5601-3",
  url="https://ieeexplore.ieee.org/document/8631781"
}