Detail publikace

Reference Free SSIM Estimation for Full HD Video Content

RIES, M. SLANINA, M. GARCIA, D.

Originální název

Reference Free SSIM Estimation for Full HD Video Content

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

This paper proposes a reference free video quality estimation method for full high definition video services based on a structural similarity index. The design of our estimator is based on an artificial neural network. To achieve this, the neural network was trained with a set of video statistical parameters estracted from the most representative video contents. Moreover, estimations with neural networks allow higher applicability and require lower processing power as known reference based methods. Finally, the achieved correlation between the calculated and the estimated structural similarity index shows a very good fit.

Klíčová slova

Video quality; structural similarity; high definition video service; artificial neural network

Autoři

RIES, M.; SLANINA, M.; GARCIA, D.

Rok RIV

2011

Vydáno

19. 4. 2011

Nakladatel

Vysoké učení technické v Brně

Místo

Brno

ISBN

978-1-61284-322-3

Kniha

Proceedings of the 21st International Conference Radioelektronika 2011

Strany od

225

Strany do

228

Strany počet

4

BibTex

@inproceedings{BUT37076,
  author="Michal {Ries} and Martin {Slanina} and David Mora {Garcia}",
  title="Reference Free SSIM Estimation for Full HD Video Content",
  booktitle="Proceedings of the 21st International Conference Radioelektronika 2011",
  year="2011",
  pages="225--228",
  publisher="Vysoké učení technické v Brně",
  address="Brno",
  isbn="978-1-61284-322-3"
}