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Dynamic Detection Method of Pavement Cracks Based on Video Stream

A technology for road crack and dynamic detection, applied in image analysis, image enhancement, instruments, etc., can solve problems such as the cost of automatic detection vehicles, and achieve the effect of improving road maintenance and management level, simple operation process, and simple calculation.

Active Publication Date: 2020-04-07
CHANGAN UNIV
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In order to solve the defects of manual visual inspection of road conditions and the cost of fully automatic inspection vehicles, and to increase the frequency of damage detection on roads of all levels, a dynamic detection method for road cracks based on video streams is proposed.

Method used

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  • Dynamic Detection Method of Pavement Cracks Based on Video Stream
  • Dynamic Detection Method of Pavement Cracks Based on Video Stream
  • Dynamic Detection Method of Pavement Cracks Based on Video Stream

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Embodiment 1

[0059] The present embodiment provides a method for dynamic detection of road surface cracks based on video streams, including the following steps:

[0060] Step 1, frame the cracks on the road surface with a rectangular frame, such as figure 1 , use the vehicle-mounted motion camera to collect cracked road pavement video, extract any frame of video as a video image, and perform grayscale processing on the video image to obtain a grayscale image;

[0061] In this embodiment, a high-definition GARMIN motion camera is used to collect road data on vehicles.

[0062] Step 2, performing binarization processing on the grayscale image to obtain a binarized image;

[0063] In this embodiment, an adaptive threshold method is used for binarization processing, including:

[0064] Step 21, let T be the average pixel value of all pixels of the grayscale image;

[0065] Step 22, set T as the threshold limit to segment the grayscale image, and form a set G of all pixels with grayscale val...

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Abstract

The invention discloses a pavement crack dynamic detection method based on a video stream. The pavement crack dynamic detection method comprises the following steps that step 1, the crack area of theroad pavement is enclosed in a rectangle frame, the video of the road pavement including the crack area is acquired by using a vehicle-mounted motion camera, any one frame of video is extracted to actas a video image and grayscale processing is performed on the video image so as to obtain a grayscale image; step 2, binarization processing is performed on the grayscale image so as to obtain a binary image; step 4, area growing algorithm processing is performed on the crack area of the binary image so as to obtain the processed crack area; step 5, the processed crack area is corrected so as toobtain the corrected crack area; and step 6, the area of the crack in the corrected crack area is calculated. The disadvantages that the manual detection method has high labor intensity, low safety, traffic interference, low work efficiency and low detection accuracy can be overcome.

Description

technical field [0001] The invention belongs to the field of road engineering, in particular to a method for dynamically detecting cracks on a road surface based on video streams. Background technique [0002] During the long-term operation, the expressways built in the early days were continuously damaged by factors such as the natural environment and human travel load, and various road surface damages inevitably occurred. Therefore, it is necessary to timely and accurately count the damage of the road surface, and formulate corresponding reasonable and scientific methods to maintain the road, so as to avoid the continued expansion of the disease and endanger people's travel safety. Therefore, it is necessary to make accurate statistics on the damage factors such as the type and area of ​​pavement damage, analyze and evaluate the pavement damage status, so as to provide a large amount of accurate and timely data basis for the traffic management department to carry out road ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/00G06T7/136G06K9/00G06T5/00
Inventor 李伟沙爱民孙朝云谢磊金郝雪丽陈瑶张欣
Owner CHANGAN UNIV