Detail publikace

THE METHODS OF IMPROVING OF SPATIAL RESOLUTION OF IMAGES

BRADÁČ, F.

Anglický název

THE METHODS OF IMPROVING OF SPATIAL RESOLUTION OF IMAGES

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

en

Originální abstrakt

For wider using of industrial CCD cameras as measurement tools in production defend the resolution of this one what closely pertinent to price of these cameras. In cooperation with some grant projects we adapt and tried out some methods for extraction of one high-resolution image from serie of undersampled images for their using in industry. These methods are based on sub-pixel movement of the same images and their interpolation to one image. The method is divided to two parts:1. The recognition of sub-pixel movement 2. Interpolation of images The recognition of sub-pixel movement The recognition of sub-pixel movement was doing by using of first order of Taylor series. Unfortunately if we are using this method for estimation of shifting we are getting the best result in case that the shifts are close to 0.5 point. If the shifts are bigger the estimations are inaccurate. For this reason we are using Cross-correlation for estimation of integer shifts and after that previous method for sub-pixel shift estimation. Interpolation of images The second part is an image interpolation. If the sub-pixel of images is known the interpolation is made by fitting plane throught points of images.

Anglický abstrakt

For wider using of industrial CCD cameras as measurement tools in production defend the resolution of this one what closely pertinent to price of these cameras. In cooperation with some grant projects we adapt and tried out some methods for extraction of one high-resolution image from serie of undersampled images for their using in industry. These methods are based on sub-pixel movement of the same images and their interpolation to one image. The method is divided to two parts:1. The recognition of sub-pixel movement 2. Interpolation of images The recognition of sub-pixel movement The recognition of sub-pixel movement was doing by using of first order of Taylor series. Unfortunately if we are using this method for estimation of shifting we are getting the best result in case that the shifts are close to 0.5 point. If the shifts are bigger the estimations are inaccurate. For this reason we are using Cross-correlation for estimation of integer shifts and after that previous method for sub-pixel shift estimation. Interpolation of images The second part is an image interpolation. If the sub-pixel of images is known the interpolation is made by fitting plane throught points of images.

Klíčová slova anglicky

image enhancement, sub-pixel motions, image interpolation

Rok RIV

2002

Vydáno

10.12.2001

Nakladatel

VUT FSI Brno

Místo

Brno

ISBN

80-214-2071-5

Kniha

FSII Junior konference 2001 Soutěžní posterová prezentace vědeckovýzkumných prací doktorandů

Počet stran

4

BIBTEX


@inproceedings{BUT4273,
  author="František {Bradáč},
  title="THE METHODS OF IMPROVING OF SPATIAL RESOLUTION OF IMAGES",
  booktitle="FSII Junior konference 2001 Soutěžní posterová prezentace vědeckovýzkumných prací doktorandů",
  year="2001",
  month="December",
  publisher="VUT FSI Brno",
  address="Brno",
  isbn="80-214-2071-5"
}