Local image contrast enhancement based on power model of visual image perception

The analysis of models of light perception by humans, which serve as the basis for building methods for improving the quality of images by enhancing their local contrasts, was carried out. It is shown that the expression for determining local contrast is the basis for building an algorithm for image quality improvement. Three types of local contrast are highlighted, in particular absolute, relative and weighted, and the technology of building a method of image quality enhancement using them is illustrated. A new method of image quality improvement, which is based on the power dependence of the response of the human visual system to light excitation, is described. The experimental study of its effectiveness, illustrated and confirmed by image quality assessment, is carried out.

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Publication Details

Journal
Vìdbìr ì obrobka ìnformacìï.
Published
2024-11-18
DOI
https://doi.org/10.15407/vidbir2024.52.095
Citations
1
Primary Topic
Image and Video Quality Assessment
Type
article
Field-Weighted Citation Impact
0.25
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article

Local image contrast enhancement based on power model of visual image perception

Teodor Mandziy, Olena Berehulyak, Roman Vorobel, Iryna Ivasenko
1 citations
Vìdbìr ì obrobka ìnformacìï.
Image and Video Quality Assessment
0.25
article

Local image contrast enhancement based on power model of visual image perception

Teodor Mandziy, Olena Berehulyak, Roman Vorobel, Iryna Ivasenko
article en
1 citations

Abstract

The analysis of models of light perception by humans, which serve as the basis for building methods for improving the quality of images by enhancing their local contrasts, was carried out. It is shown that the expression for determining local contrast is the basis for building an algorithm for image quality improvement. Three types of local contrast are highlighted, in particular absolute, relative and weighted, and the technology of building a method of image quality enhancement using them is illustrated. A new method of image quality improvement, which is based on the power dependence of the response of the human visual system to light excitation, is described. The experimental study of its effectiveness, illustrated and confirmed by image quality assessment, is carried out.

Vìdbìr ì obrobka ìnformacìï.Vol. 2024(52)
Openalex Percentile: Top 45%
Image and Video Quality Assessment
0.25
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