Ice flood velocity calculating approach based on single view metrology

International Symposium on Earth Observation for One Belt and One Road

地球科学;政治学;社会学;经济学

Wu, X.^1 ; Xu, L.^2

China Railway SIYUAN Survey and Design Group Co. Ltd, Hubei, Wuhan

430063, China^1

Yellow River Institute of Hydraulic Research, Yellow River Conservancy Commission, Henan, Zhengzhou

450003, China^2

关键词: 3G mobile network;    Camera calibration;    Empirical formulas;    Monitoring centers;    Monitoring system;    Single view metrology;    Video surveillance technology;    Wireless transmissions;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/57/1/012006/pdf
DOI  :  10.1088/1755-1315/57/1/012006

来源: IOP

【 摘 要 】

Yellow River is the river in which the ice flood occurs most frequently in China, hence, the Ice flood forecasting has great significance for the river flood prevention work. In various ice flood forecast models, the flow velocity is one of the most important parameters. In spite of the great significance of the flow velocity, its acquisition heavily relies on manual observation or deriving from empirical formula. In recent years, with the high development of video surveillance technology and wireless transmission network, the Yellow River Conservancy Commission set up the ice situation monitoring system, in which live videos can be transmitted to the monitoring center through 3G mobile networks. In this paper, an approach to get the ice velocity based on single view metrology and motion tracking technique using monitoring videos as input data is proposed. First of all, River way can be approximated as a plane. On this condition, we analyze the geometry relevance between the object side and the image side. Besides, we present the principle to measure length in object side from image. Secondly, we use LK optical flow which support pyramid data to track the ice in motion. Combining the result of camera calibration and single view metrology, we propose a flow to calculate the real velocity of ice flood. At last we realize a prototype system by programming and use it to test the reliability and rationality of the whole solution.