Efficiency of Bilateral Filter Application in Problems of Optical Flow Calculation
- Autores: Titkov V.V.1, Panin S.V.1,2, Lyubutin P.S.1, Chemezov V.O.1
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Afiliações:
- Institute of Strength Physics and Materials Science, Siberian Branch
- Tomsk Polytechnical University
- Edição: Volume 53, Nº 6 (2017)
- Páginas: 583-590
- Seção: Analysis and Synthesis of Signals and Images
- URL: https://journals.rcsi.science/8756-6990/article/view/212283
- DOI: https://doi.org/10.3103/S8756699017060073
- ID: 212283
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Resumo
It is proposed to use weight coefficients of the bilateral filter to calculate the measure of similarity of image regions in optical flow calculation algorithms. The efficiency of using this measure is studied by an example of a three-dimensional recursive search algorithm. Weight coefficients are used for calculating the optical flow with subpixel accuracy by the Lucas–Kanade algorithm. A possibility of reducing the optical flow calculation error by means of using the proposed approaches is demonstrated by an example of processing of various types of images. A method of choosing the parameters of the weight functions of the bilateral filter is described and analyzed.
Sobre autores
V. Titkov
Institute of Strength Physics and Materials Science, Siberian Branch
Email: svp@ispms.tsc.ru
Rússia, pr. Akademicheskii 2/4, Tomsk, 634055
S. Panin
Institute of Strength Physics and Materials Science, Siberian Branch; Tomsk Polytechnical University
Autor responsável pela correspondência
Email: svp@ispms.tsc.ru
Rússia, pr. Akademicheskii 2/4, Tomsk, 634055; pr. Lenina 30, Tomsk, 634050
P. Lyubutin
Institute of Strength Physics and Materials Science, Siberian Branch
Email: svp@ispms.tsc.ru
Rússia, pr. Akademicheskii 2/4, Tomsk, 634055
V. Chemezov
Institute of Strength Physics and Materials Science, Siberian Branch
Email: svp@ispms.tsc.ru
Rússia, pr. Akademicheskii 2/4, Tomsk, 634055
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