Abstract and keywords
Abstract (English):
This study evaluates the applicability of machine vision techniques for contactless measurement of the vertical displacement of a tire during laboratory testing on the SIB-1M test bench. Video tracking performed in the Kinovea software environment was compared with data from a reference displacement sensor. The results demonstrate high agreement between the methods (r > 0.999), confirming the suitability of videometry for analysing both static and dynamic tire loading modes.

Keywords:
machine vision systems, video tracking, Kinovea, contactless measurements, wheel dynamics, tire testing
References

1. Dyatlov E. I. Mashinnoe zrenie: analiticheskiy obzor. – URL: https://cyberleninka.ru/article/n/mashinnoe-zrenie-analiticheskiy-obzor (data obrascheniya: 07.11.2025).

2. Sun' H., Chzhuan S., Kostrov A. A. i dr. Obzor sovremennyh sistem tehnicheskogo zreniya, primenyaemyh v transportnoy otrasli. – URL: https://top-technologies.ru/article/view?id=40150 (data obrascheniya: 07.11.2025).

3. Godzhaev Z.A. Uprugie harakteristiki shiny sverhnizkogo davleniya. Vertikal'nye nagruzki / Z.A. Godzhaev, S.V. Goncharenko, A.V. Artemov, V.I. Pryadkin, T.Z. Godzhaev // Avtomobil'naya promyshlennost'. – 2020. – №8. – S. 18-21. EDN: https://elibrary.ru/QBLHSD

4. Shamyshev A. A. Opredelenie zadachi izmereniya rasstoyaniya do ob'ekta dlya sistem komp'yuternogo zreniya s odnim ob'ektivom. – URL: https://cyberleninka.ru/article/n/opredelenie-zadachi-izmereniiya-rasstoyaniya-do-obekta-dlya-sistem-kompyuternogo-zreniya-s-odnim-obektivom (data obrascheniya: 07.11.2025).

5. Tehnicheskoe zrenie v sistemah upravleniya / pod red. IKI RAN. – M.: IKI RAN, 2011. – URL: https://www.iki.rssi.ru/books/2011tz.pdf (data obrascheniya: 07.11.2025).

6. Godzhaev Z.A. Eksperimental'naya ocenka tyagovo-scepnyh kachestv shiny sverhnizkogo davleniya / Z.A. Godzhaev, S.V. Goncharenko, A.V. Artemov, V.I. Pryadkin, T.Z. Godzhaev // Traktory i sel'hozmashiny. – 2020. – №6. – S. 50-58. DOI: https://doi.org/10.31992/0321-4443-2020-6-50-58; EDN: https://elibrary.ru/BPQZIZ

7. Artemov A.V. Ocenka uvoda shiny sverhnizkogo davleniya v veduschem rezhime / A.V. Artemov, P.A. Kolyadin, V.I. Pryadkin // Materialy MNPK «Arktika: innovacionnye tehnologii, kadry, turizm». – 2020. – № 1(2). – S. 278-283.

8. Licher J. et al. Experimental Investigation of the Tire Wear Process Using a Camera-Based Method with Feature Point Matching. – 2023. – URL: https://www.sciencedirect.com/science/article/pii/S0301679X23007065 (dataobrascheniya: 07.11.2025).

9. Feng M. Q. et al. Non-Contact Vehicle Weigh-in-Motion Using Computer Vision. Measurement, 2020. – URL: https://nscpolteksby.ac.id/ebook/files/Ebook/Journal%20International/Computer%20Engineering/Measurement/Non-Contact%20vehicle%20Weigh-in-Motion%20using%20computer%20vision%20-%20Volume%20153%2C%201%20March%202020%2C%20107415.pdf (data obrascheniya: 07.11.2025).

10. Zhang J. et al. Noncontact Measurement of Tire Deformation Based on Computer Vision and Deep Learning. – 2023. – URL: https://www.sciencedirect.com/science/article/pii/S0263224123005985 (data obrascheniya: 07.11.2025).

Login or Create
* Forgot password?