Subway compartment passenger flow statistics method based on video analysis, apparatus and system thereof

A video analysis and subway technology, applied in the field of image processing, can solve the problems of low passenger flow statistics accuracy, slow detection speed, poor detection adaptability, etc., and achieve the effect of high passenger flow statistics accuracy and fast target detection speed

Inactive Publication Date: 2017-12-19
BEIJING WENAN INTELLIGENT TECH CO LTD
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Problems solved by technology

[0005] The target detection method based on the sliding window used in the prior art has poor adaptability to multi-scale target detection in the subway scene, and often requires multi-scale classifiers to jointly detect, and its detection speed is slow and the accuracy of passenger flow statistics is not high

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  • Subway compartment passenger flow statistics method based on video analysis, apparatus and system thereof
  • Subway compartment passenger flow statistics method based on video analysis, apparatus and system thereof
  • Subway compartment passenger flow statistics method based on video analysis, apparatus and system thereof

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[0045] In order to make the object, technical solution and advantages of the present invention clearer, various embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings. However, those of ordinary skill in the art can understand that, in each implementation manner of the present invention, many technical details are provided for readers to better understand the present application. However, even without these technical details and various changes and modifications based on the following implementation modes, the technical solution claimed in each claim of the present application can be realized.

[0046] The first embodiment of the present invention relates to a video analysis-based passenger flow statistics method in subway cars. The specific process is as figure 1 shown. The method includes:

[0047] 101: Preset the image acquisition area block and its corresponding detection model; the image acquisition area in ...

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Abstract

The invention relates to the image processing technology field and discloses a subway compartment passenger flow statistics method based on video analysis, an apparatus and a system thereof. The subway compartment passenger flow statistics method based on video analysis comprises the following steps of presetting an image acquisition area block and a corresponding detection model; acquiring an image frame group to be detected, wherein the image frame group to be detected includes at least one frame of image; and according to the image acquisition area block and the corresponding detection model, carrying out detection and tracking on the frame image in the image frame group to be detected and acquiring a target track set. In the invention, through carrying out area division on the image frame in the image frame group to be detected, the detection model of a corresponding area is used to carry out target detection and tracking so that a target detection speed is fast and passenger flow statistics precision is high.

Description

technical field [0001] The present invention relates to the technical field of image processing, in particular to a method, device and system for counting passengers in subway cars based on video analysis. Background technique [0002] At present, the traditional subway people flow counts the people flow by swiping cards at subway platform gates, counting people by scanning and counting infrared sensors, etc. But it is impossible to count the number of passengers inside a particular subway car in real time. Like the ordinary passenger flow statistics system, the subway passenger density statistics system consists of camera acquisition and video processing modules, network transmission modules, data analysis modules, interaction and display modules. The techniques involved include background modeling, motion detection, object recognition and classification, object tracking, trajectory behavior analysis, etc. [0003] However, due to the particularity of the scene in the sub...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G08G1/01H04N7/18
CPCH04N7/181G08G1/01G06V20/53
Inventor 陶海柯佳琪杨帆
Owner BEIJING WENAN INTELLIGENT TECH CO LTD
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