Road traffic situation online video discriminating system
A technology for road traffic and communication systems, applied in the field of online video discrimination systems for road traffic situations, can solve problems such as uncertainty, and achieve the effects of improving completeness, flexibility, and optimized management
Inactive Publication Date: 2018-11-23
保定维特瑞光电能源科技有限公司
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Problems solved by technology
At this stage, different regions and departments in my country have carried out certain research work on road traffic situation, but the method of manual selection of features is usually adopted, and the algorithm personnel are looking for the representation of a specific data set at a certain level under the premise of certain assumptions. , this representation has serious uncertainty
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[0025] The technical solutions of the present invention will be further described below in conjunction with the accompanying drawings and through specific implementation methods.
[0026] Such as figure 1 As shown, a kind of road traffic situation online video discrimination system of the present embodiment,
[0027] The road traffic situation online video discrimination system stores massive information of the urban road traffic system, including road network information, traffic flow information, road condition information, control information, etc., on the network through various communication means in the cloud storage and calculation part, It constitutes a traffic information cloud. Cloud computing has huge storage capacity, high-efficiency computing power, strong load balancing capacity, etc., which can realize the processing, analysis, release and sharing of massive traffic information without restriction, and then provide real-time and reliable information for traffic...
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The invention discloses a road traffic situation online video discriminating system. With the road traffic situation online video discriminating system adopted, a traffic video is analyzed and detected, so that the flexibility and completeness of video remote monitoring can be improved. According to the system, cloud computing technology with a strong information efficient processing capability isapplied; the feature learning of deep learning and an efficient algorithm for hierarchical feature extraction are researched; on the basis of the real-time performance of online video monitoring andthe training of massive traffic data resources, image samples which have been subjected to video processing are inputted; and therefore, the deep learning-based road traffic situation online video discriminating system is designed, and the optimal management of urban traffic flow can be realized.
Description
technical field [0001] The invention relates to a video monitoring method, in particular to an online video discrimination system for road traffic situations. Background technique [0002] With the rapid increase in the number of motor vehicles and the widespread phenomenon of mixed traffic in urban road traffic, the safety of urban road traffic in my country has deteriorated sharply, and traffic accidents have occurred frequently. Urban road traffic accidents directly affect and restrict the development of urban road transportation, seriously threatening people's lives and property safety. Therefore, in order to improve the safety performance of urban road traffic and reduce traffic accidents, it is first necessary to make a corresponding assessment of the urban road traffic situation objectively, propose targeted solutions, strengthen traffic control, and then improve the urban road traffic environment. At this stage, different regions and departments in my country have c...
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IPC IPC(8): G08G1/01G08G1/08G08G1/087G08G1/09
CPCG08G1/0104G08G1/08G08G1/087G08G1/09
Inventor 王士元鲁斌
Owner 保定维特瑞光电能源科技有限公司