High-speed equipment anti-theft monitoring video processing method based on cloud computing platform
A cloud computing platform, surveillance video technology, applied in computing, computer components, closed-circuit television systems, etc., can solve the problems of leakage of important information, equipment damage, economic losses, etc., to achieve high data processing capacity and low risk of equipment theft , the effect of high probability of equipment recovery
Inactive Publication Date: 2019-10-08
LIAONING UNIVERSITY
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However, these devices are often destroyed by criminals, which not only caused a lot of economic losses, but also leaked some important information
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[0038] A method for processing high-speed equipment anti-theft monitoring video based on a cloud computing platform, the steps of which are:
[0039] Step 1: Use the high-speed monitoring network to monitor and collect relevant monitoring data, and transmit the monitoring data to the preprocessing node through the communication network;
[0040] Step 2: The preprocessing node performs data calibration and fusion preprocessing according to the monitoring data type, and the preprocessing monitoring data is transmitted to the cloud service platform through the communication network.
[0041] Step 3: The cloud service platform analyzes and processes the received data, compares it with the data stored in the database, and obtains the corresponding result, which is sent to the management terminal for display and early warning for the terminal platform.
[0042] In step 3) the cloud service platform analyzes and processes the received data, the specific method is:
[0043] 3.1) Numb...
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The invention discloses a high-speed equipment anti-theft monitoring video processing method based on a cloud computing platform. The method comprises: the high-speed monitoring equipment collecting related information; transmitting the information to the preprocessing node through the established communication network; performing data calibration and fusion, transmitting the data to a cloud computing platform; the cloud computing platform performing data information analysis; selecting a video key frame by adopting a three-frame difference method; information in the key frame being subjectedto convolution processing; obtaining results, and finally outputting the target information as sample information on a comprehensive platform, the comprehensive platform collecting and sorting the information. According to the method, a three-frame difference method and a convolutional neural network are combined, similarity calculation in a convolution calculation method is optimized, and the high-speed equipment anti-theft monitoring video processing method based on the cloud computing platform is high in data processing capacity of a monitoring device, high in equipment recovery probabilityand low in equipment theft risk.
Description
technical field [0001] The invention relates to a video processing method for anti-theft monitoring of equipment, in particular to a video processing method for anti-theft monitoring of high-speed equipment based on a cloud computing platform. Background technique [0002] The monitoring equipment on the expressway is very comprehensive, and most of them are used to monitor the driving regulations of high-speed vehicles. However, with the development of technology in recent years, the expressway not only undertakes the function of the transportation channel, but also undertakes many key and confidential equipment tests and experiments. However, these devices are often destroyed by criminals, which not only caused a lot of economic losses, but also leaked some important information. Nowadays, the development of high-speed monitoring equipment is perfect, which can distinguish and analyze the behavior of each high-speed vehicle and analyze whether the vehicle violates regulati...
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IPC IPC(8): H04N7/18G06K9/00
CPCH04N7/18G06V20/41
Inventor 王嵘冰施威徐红艳冯勇曾祥辉
Owner LIAONING UNIVERSITY