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Re-identification of people in a video stream based on a Kalman filter

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This article illustrates the application of the Kalman filter in real-time human re-identification tasks to improve accuracy, reliability, and reduce computational costs while determining a person's position and orientation. The use of the Kalman filter addresses noise filtering and prediction issues in human re-identification tasks.

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Kvyetnyy R., Kotsiubynskyi V., Kyrylenko О., Baraban М., Sachaniuk-Kavets`ka N., Prychepa І., Gromaszek К., Kashaganova G. Re-identification of people in a video stream based on a Kalman filter // Proc. SPIE 13400 «Photonics Applications in Astronomy, Communications, Industry, and High Energy Physics Experiments 2024», 16 December 2024. 2024. Vol. 13400R. DOI: https://doi.org/10.1117/12.3058549.

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