An approach to data fusion with the possibility of combined analysis in the time and frequency domain

Evgenii Semenishchev; Igor Shraifel; Andrey Mikhaylov; Inna Mikhaylova; Andrey Alepko; Aleksandr Zelensky

doi:10.1117/12.2691390

27 November 2023 An approach to data fusion with the possibility of combined analysis in the time and frequency domain

Evgenii Semenishchev, Igor Shraifel, Andrey Mikhaylov, Inna Mikhaylova, Andrey Alepko, Aleksandr Zelensky

Proceedings Volume 12767, Optoelectronic Imaging and Multimedia Technology X; 127671R (2023) https://doi.org/10.1117/12.2691390
Event: SPIE/COS Photonics Asia, 2023, Beijing, China

Conference Poster

Abstract

The article proposes an algorithm for detecting the boundaries of objects of vertical and horizontal structures, fixed in various electromagnetic ranges. Different electromagnetic ranges can be used as analyzed data. To analyze the data and identify stable signs of boundaries, a combined algorithm for analyzing streaming video in the frequency and time domains is proposed. A multicriteria algorithm for primary data processing in the frequency domain is proposed. A modification of the multicriteria data filtering algorithm in the time domain is presented. An algorithm for complex data analysis has been developed for reconstructing the boundaries of objects. A combined algorithm for detecting the boundaries of objects has been developed. A condition has been developed for stable detection of object boundaries with the possibility of their detection. The description of the possibility of forming simplified images by analyzing one data channel and transferring the feature mask to other data channels is given. The effectiveness of the proposed algorithms was evaluated on test images. On the example of the analysis of combined data from the ultraviolet matrix of a video camera (stationary marks on objects) and a visible camera (changeable data from monitors). The applicability of the proposed approach for detecting combined control and positioning problems by industrial devices is shown. The fields of application and the possibility of integrating other data ranges are described.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Evgenii Semenishchev, Igor Shraifel, Andrey Mikhaylov, Inna Mikhaylova, Andrey Alepko, and Aleksandr Zelensky "An approach to data fusion with the possibility of combined analysis in the time and frequency domain", Proc. SPIE 12767, Optoelectronic Imaging and Multimedia Technology X, 127671R (27 November 2023); https://doi.org/10.1117/12.2691390

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