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Computer Optics, 2022, Volume 46, Issue 5, Pages 763–773
DOI: https://doi.org/10.18287/2412-6179-CO-1081
(Mi co1069)
 

This article is cited in 1 scientific paper (total in 1 paper)

IMAGE PROCESSING, PATTERN RECOGNITION

Synthesis of the rotational blur kernel in a digital image using measurements of a triaxial gyroscope

N. N. Vasilyuk

Electrooptika, LLC
Abstract: A method for calculating of a blur kernel arising from the rotation of a digital camera is proposed. The rotation is measured with a three-axis gyroscope attached to the camera. Differential equations of a continuous trajectory of the rotational blur starting from a selected pixel are obtained. These equations are presented both in the form of an explicit system of differential equations for the blur curve in the focal plane and in the form of a matrix equation for the increment of the camera attitude. An expression is given for the integral of the energy illumination from a point light source along the continuous blur trajectory. The integral takes into account the point spread function and the aperture functions of individual photosensitive cells of the photodetector array. The calculation of the integral values for all photosensitive cells illuminated with the point source gives a discrete kernel of rotational blur starting at the selected pixel. Algorithms for the numerical integration of the blur equations are described. The analysis of the blur equations are carried out, characteristic features of the kernels are highlighted and their non-homogeneity is shown, with the kernels of rotational blur revealed not to coincide with each other for different pixels. An example of the synthesis of the blur kernels for given rotation parameters of the digital camera is given.
Keywords: blur kernel, blur correction, rotational blur, gyroscope, matched filter
Received: 10.12.2021
Accepted: 14.03.2022
Document Type: Article
Language: Russian
Citation: N. N. Vasilyuk, “Synthesis of the rotational blur kernel in a digital image using measurements of a triaxial gyroscope”, Computer Optics, 46:5 (2022), 763–773
Citation in format AMSBIB
\Bibitem{Vas22}
\by N.~N.~Vasilyuk
\paper Synthesis of the rotational blur kernel in a digital image using measurements of a triaxial gyroscope
\jour Computer Optics
\yr 2022
\vol 46
\issue 5
\pages 763--773
\mathnet{http://mi.mathnet.ru/co1069}
\crossref{https://doi.org/10.18287/2412-6179-CO-1081}
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  • https://www.mathnet.ru/eng/co/v46/i5/p763
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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