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Talk · Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments · December 16, 2024

Modelling a modified parallel-hierarchical transformation algorithm for laser beam image processing

Leonid I. Timchenko, Natalia Kokriatska, Volodymyr Tverdomed, Anatolii Horban, Oleksandr Kaduk, Volodymyr V. Bogachuk

Abstract

This paper presents an implementation of a modified parallel-pyramidal algorithm for efficient image processing and identification. The method involves the creation of a system model that supports the integration of spatial, temporal and network data to form a dynamic pyramidal-hierarchical network. The paper details vector sorting techniques, Gtransformations for modifying vector elements, and a shifting procedure that facilitates efficient data transformation. The procedures described are integrated into a general data processing sequence that involves iterative application of these methods until the final result is achieved. How the algorithm works is shown in the example of laser beam projection analysis.

Digital Image Processing TechniquesAdvanced Measurement and Detection MethodsParallel Computing and Optimization Techniquesimage recognition

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