Optic Flow Approximated by a Homogeneous, Three-Dimensional Point Renewal Process

Optic Flow Approximated by a Homogeneous, Three-Dimensional Point Renewal Process

Bibliographic Details
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
Other Authors: Dubinin D. V. Dmitry Vladimirovich, Kochegurov A. I. Aleksandr Ivanovich, Kochegurova E. A. Elena Alekseevna, Geringer V. E. Viktor Evgenjevich
Summary: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
Language:English
Published: 2024
Subjects:
Stochastic Modelling
Renewal Process
Optical Flow
Comparison of Algorithms
Image Processing
электронный ресурс
труды учёных ТПУ
Online Access:https://doi.org/10.1007/978-3-031-50423-5_13
Format: Electronic Book Chapter
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=675820

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