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Статья

APPLICATION OF MULTI-SENSOR ROAD FEATURE DETECTION AND MAPPING IN KAZAKHSTAN AND DEVELOPMENT OF POLE DETECTION AND ANALYSIS PROCEDURE

S. Takhirov Professor | Dept. of Civil and Environ. Engineering University of California, Berkeley, USA | takhirov@berkeley.edu
A. U. Nugmanova Director | JSC “Kazakhstan Highway Research Institute” | Assel.nugmanova@nu.edu.kz
D. K. Koshimkhanov Head | JSC “Kazakhstan Highway Research Institute” | D.koshimkhanov@qazjolgzi.kz

Аннотация

A mobile multi-sensor monitoring system has been actively used in Kazakhstan for monitoring the road infrastructure. The main goal is to justify repair measures and to eliminate technological errors in the construction of new and reconstruction of existing roads, as well as to create an extensive database on the transport and operational condition of roads and road structures. This paper provides a short discussion of the currently adopted procedures to implement this approach. Although almost all data collection is automated, the detection of poles near the roads is still conducted manually. This paper is focused on the automation of pole detection and its detailed analysis to obtain the characteristics vital for its structural health monitoring. It is based on an analysis of point clouds collected by a laser scanner usually installed on top of the mobile monitoring system. A framework for pole detection and its assessment is presented.
Список использованной литературы: 1. Teltayev, B.; Oliviero Rossi,C.; Aitbayev, K.; Suppes, E.; Yelshibayev, A.; Nugmanova, A. Freezing and Thawing Processes of Highways in Kazakhstan. Appl. Sci. 2022,12,11938. https://doi.org/10.3390/app122311938. 2. “Multifunctional Dynatest Diagnostic Setup” (RSP-III/IV with HDR, HDI or HDC and ROW), Version 2.6.12, 2013. User Manual. 3. Shakhzod M. Takhirov and Mukhady Sh. Israilov (2020). "Reduction of Wildfire Hazard by Automated Monitoring of Vegetation Interference with Power Lines: Point Cloud Analysis Combined with Cable Mechanics". Journal of Civil Structural Health Monitoring. 10, pages 947–956. 4. MathWorks Matlab Version R2020a Update 6. (2020). 5. Takhirov, Shakhzod, Bakhodir Rakhmonov, Ravshanbek Nafasov, Abbos Samandarov, and Sevara Sultanova. 2023. "Laser Scanning and Ambient Vibration Study of Juma Mosque in Khiva (Uzbekistan) with Subsequent Finite Element Modeling of Its Minaret" Remote Sensing 15, no. 6: 1632. https://doi.org/10.3390/rs15061632 6. Shakhzod M. Takhirov (2021). Control of Construction Quality by a Terrestrial Laser Scanner: Example of Steel Frame Building. HORA- 2021, the 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, June 11-13, 2021, Turkey