Method for removing shadow from pavement image based on illumination compensation

A light compensation and image technology, which is applied in image enhancement, image analysis, image data processing, etc., can solve the problems of poor effect and inability to completely retain the texture information of shadow areas, so as to avoid high construction cost, improve road maintenance and management level, The effect of overcoming the large error in crack identification

Active Publication Date: 2018-12-21
CHANGAN UNIV
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Problems solved by technology

[0005] In view of the deficiencies in the prior art, the purpose of the present invention is to provide a method for removing shadows of road surface images based on illumination compensation, so as to solve the problem that the existing technology has poor effect of removing shadows on road surface images and cannot fully retain the texture information of shadow areas. The problem

Method used

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  • Method for removing shadow from pavement image based on illumination compensation
  • Method for removing shadow from pavement image based on illumination compensation
  • Method for removing shadow from pavement image based on illumination compensation

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Embodiment

[0048] This embodiment provides a road surface image shadow removal method based on illumination compensation, such as figure 2 , 3 shown, including the following steps:

[0049] Step 1: collect the two-dimensional shadow image of the road surface, and perform grayscale processing on the two-dimensional shadow image of the road surface to obtain the grayscale road surface image I(i,j); preprocess the grayscale road surface image I(i,j), Get the preprocessed road surface image I h (i,j);

[0050] Specifically, the grayscale road image I(i,j) is preprocessed to obtain the preprocessed road image I h (i,j), including:

[0051] Step 11: Process the grayscale road image I(i,j) by morphological closed operation to obtain the preliminary preprocessed image I X (i,j);

[0052] Step 12, through the formula (2) to the preliminary preprocessing image I X (i,j) is filtered to obtain the preprocessed road surface image I h (i,j):

[0053]

[0054] In formula (2), σ is the stan...

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Abstract

The invention provides a pavement image shadow removing method based on illumination compensation, which comprises the following steps: 1, collecting two-dimensional pavement shadow image and grayscale processing the two-dimensional pavement shadow image to obtain grayscale pavement image I (i, j); I (i, j) is pretreated to obtain that pretreated pavement image Ih (i, j); 2, carrying out illumination compensation processing on that preprocess pavement image Ih (i, j) to obtain the illumination compensated image I 'h (i, j); the shadow factor C (i, j) being compensated to the pixels of the shadow region in the gray-scale road surface image I (i, j) to obtain a preliminary shadow removing image I '(i, j); 3, carrying out spline interpolation on penumbra regions of pixel point of each row andeach column in a preliminary shadow removing image I '(i, j) to obtain an interpolated image I' non (i, j); The penumbra region of the interpolated image I'non (i, j) is restored to get the pavementshadow removing image Inon (i, j). The invention completely retains the pavement texture information, adopts the illumination compensation to remove the shadow to the pavement image, and avoids the shortcomings of high cost of the crack monitoring vehicle and low crack detection accuracy of the crack detection system of the motion camera.

Description

technical field [0001] The invention belongs to the field of road engineering, and in particular relates to a method for removing shadows of road surface images based on illumination compensation. Background technique [0002] As an important infrastructure for the development of the national economy, highways have broad prospects for development in the country's transportation system. They play a very important role in the development of goods production and transportation, close international exchanges, convenience for people's lives, prosperity of urban and rural economies, and consolidation of national defense. . [0003] After the road is put into use, due to the influence of various environmental factors such as large-scale vehicles, serious overloading, and rain and snow, various damage phenomena will appear during the use of the road, such as cracks, potholes, ruts, etc. , and cracks are the most common type of damage. With the vigorous development of microelectron...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T5/00G06T5/30G06T7/11G06T7/136G06T7/00
CPCG06T5/003G06T5/30G06T7/0002G06T2207/10004G06T7/11G06T7/136
Inventor 李伟闫帅孙朝云肖力炀沙爱民呼延菊郝雪丽
Owner CHANGAN UNIV
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