Road exit lane traffic flow overflow real-time detection method based on video analysis

A video analysis and real-time detection technology, applied in the field of computer vision, can solve problems such as imperfect design, intersection congestion and accidents

Active Publication Date: 2021-07-20
青岛图灵科技有限公司
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  • Application Information

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Problems solved by technology

In particular, the design of the previous urban roads was not perfect, resulting in more sho

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  • Road exit lane traffic flow overflow real-time detection method based on video analysis
  • Road exit lane traffic flow overflow real-time detection method based on video analysis
  • Road exit lane traffic flow overflow real-time detection method based on video analysis

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Embodiment Construction

[0047] In order to make the technical solution of the present invention clearer and clearer to those skilled in the art, the technical solution of the present invention will be described in detail below in conjunction with the accompanying drawings, but the embodiments of the present invention are not limited thereto.

[0048] A video analysis-based real-time detection method for traffic flow overflow at road exits, including S101: electric police or monitoring equipment configuration and detection area configuration;

[0049] Configure intersection electric police equipment or monitoring equipment, and calibrate the detection area in this road equipment that will identify exit overflow events. For outlet overflow, the marked area is a polygonal area plus a marked line in the middle, such as figure 2 shown. The function of the marking line is to divide the detection area into two parts and divide it into upper (up) and lower (down) parts; where up is defined as the part wher...

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Abstract

The invention belongs to the field of computer vision, and particularly relates to a road exit lane traffic flow overflow real-time detection method based on video analysis. The method comprises the following steps: configuring an electric police or monitoring equipment and a detection area, calculating up and down sub-sections, opening a video channel, preprocessing an image, detecting a vehicle, tracking the vehicle, calculating a traffic flow direction, resetting coordinates of the up and down sub-sections, calculating an exit lane overflow detection dependency parameter, normalizing the exit lane overflow detection parameter, and calculating an exit lane overflow index. According to the scheme, the problem that traffic flow overflow easily occurs at urban road intersections is solved, real-time recognition of exit lane overflow is achieved through a large number of existing road intersection electric alarms and monitoring equipment by means of the machine learning technology and the computer graphic image technology, a traffic control department is assisted in finding alarms in time, a basis is provided for formulating a reasonable release strategy, safe and orderly operation of urban roads is guaranteed, and the production efficiency of the whole city is improved.

Description

technical field [0001] The invention belongs to the field of computer vision, in particular to a video analysis-based real-time detection method for vehicle flow overflow at road exits. Background technique [0002] At present, with the continuous increase of the number of vehicles in our country and the continuous advancement of urbanization, urban roads are becoming more and more congested. In particular, the imperfect design of previous urban roads resulted in more short-distance intersections, which are extremely prone to congestion and accidents. How to timely discover congestion and accidents at intersections is a difficult point for traffic managers. The exit overflow event can reflect the current state of the intersection. If an exit overflow occurs at an intersection, it indicates that there is congestion or an accident downstream. If the exit overflow event can be reported in time, the traffic control department will obtain the police notification in time and dea...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06N20/00
CPCG06N20/00G06V20/54G06V20/40G06V2201/08
Inventor 王光超范超赵永胜刘浩
Owner 青岛图灵科技有限公司
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