Optic Flow Approximated by a Homogeneous, Three-Dimensional Point Renewal Process
| Parent link: | Communications in Computer and Information Science.— .— Cham: Springer-Verlag Vol. 15599 : Tools and Methods of Program Analysis (TMPA 2021).— 2024.— P. 142-148 |
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| 其他作者: | , , , |
| 總結: | Title screen The paper describes a mechanism for modeling an optical flow as a random vector field – closed areas on the image plane with certain brightness and dynamics of changes in the vector field. The optical flow is formed by a homogeneous, three-dimensional point renewal process. The characteristics of the vector field on the image plane of the resulting optical flow are interconnected by the Palm’s formulas. The type of the constituent elements of the vector field (the alphabet, which determines the morphology of the field on the image plane) is chosen randomly. The proposed approach will produce various types of interconnected digital sequences of images with horizontal, vertical and diagonal elements; create the prerequisites for efficient and flexible motion analysis on digital video sequences; make it possible to use the probabilistic factor in researching image processing algorithms and comparing the algorithms based on a detailed factor analysis. Текстовый файл AM_Agreement |
| 語言: | 英语 |
| 出版: |
2024
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| 主題: | |
| 在線閱讀: | https://doi.org/10.1007/978-3-031-50423-5_13 |
| 格式: | 電子 Book Chapter |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=675820 |
| 總結: | Title screen The paper describes a mechanism for modeling an optical flow as a random vector field – closed areas on the image plane with certain brightness and dynamics of changes in the vector field. The optical flow is formed by a homogeneous, three-dimensional point renewal process. The characteristics of the vector field on the image plane of the resulting optical flow are interconnected by the Palm’s formulas. The type of the constituent elements of the vector field (the alphabet, which determines the morphology of the field on the image plane) is chosen randomly. The proposed approach will produce various types of interconnected digital sequences of images with horizontal, vertical and diagonal elements; create the prerequisites for efficient and flexible motion analysis on digital video sequences; make it possible to use the probabilistic factor in researching image processing algorithms and comparing the algorithms based on a detailed factor analysis. Текстовый файл AM_Agreement |
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| DOI: | 10.1007/978-3-031-50423-5_13 |