Rapid image defogging method based on atmospheric physical scattering model

A scattering model and image technology, applied in the field of image processing, can solve problems such as unsatisfactory recovery effect and long calculation time, and achieve the effect of avoiding halo artifacts and accurate estimation

Inactive Publication Date: 2013-02-13
XIDIAN UNIV
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  • Application Information

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Problems solved by technology

[0007] The purpose of the present invention is to overcome the shortcomings of the above-mentioned existing defogging methods, such as unsatisfactory recovery effect and long operation time, etc. Based on the atmospheric phy

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  • Rapid image defogging method based on atmospheric physical scattering model
  • Rapid image defogging method based on atmospheric physical scattering model
  • Rapid image defogging method based on atmospheric physical scattering model

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Embodiment approach

[0060] The present invention proposes a method for estimating ambient light A based on gray morphology, and the implementation method is as follows:

[0061] (1) Basic principles of imaging model

[0062] Let L 0 (x,y)=ρ(x,y)×A, ρ(x,y) is the reflectivity of the target, for a low-reflectivity target in the image, when ρ(x,y)→0,

[0063] L 0 (x,y)→0 (4)

[0064] Substituting formula (4) into formula (1) can be obtained,

[0065] L(x,y)=A(1-e -kd(x,y) ) (5)

[0066] It can be seen from formula (5) that for a target with low reflectivity, the greater the depth of field of the target, the more atmospheric particles in the light path, so that the stronger the scattering effect of atmospheric particles on the ambient light, the greater the image brightness, when d(x, When y)→∞, we can get

[0067] L(x,y)→A (6)

[0068] From equations (4), (5) and (6), ρ(x, y)→0 and d(x,y)→∞ are to solve L 0 (x, y) constraints.

[0069] Based on the light absorption / reflection characteristics of the target, the ...

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Abstract

The invention discloses a rapid image defogging method based on an atmospheric physical scattering model and relates to an image restoration method. Based on the atmospheric physical scattering model under weather conditions of fog and haze given by Narasimhan and the like, an image can be restored through rapid image defogging processing only by inputting the single image. The rapid image defogging method comprises the following steps of: taking minimum values of RGB (Red Green Blue) components at each pixel point of a collected color fog-degraded image, defining a generated gray-scale image as Idc, then conducting gray-scale erosion and expansion for the gray-scale image Idc, defining a result a I'dc which is also a gray-scale image, obtaining ambient light A by taking a maximum value of pixel grey-scale in the I'dc, conducting rapid combined double-sideband filtering for the Idc and the I'dc to obtain an atmospheric curtain V (x, y), then calculating the transmittance distribution ratio t (x, y), substituting the estimated ambient light A, the atmospheric curtain V (x, y), and the transmittance t (x, y) into the atmospheric physical scattering model to obtain a preliminary restoration result, and then further calculating the reflectivity of the RGB components of a scene target to obtain a final restored image.

Description

Technical field [0001] The invention relates to the field of image processing, and further relates to an image restoration method, specifically a physical model-based image defogging method. According to the atmospheric physical scattering model, the reverse process is adopted to perform image rapid defogging processing to complete image restoration. This method effectively removes the haze in the image, reproduces the contrast and color of the scene, greatly improves the clarity of the image, and also has a better effect on removing stains from the image. Background technique [0002] As the distance from the object to the imaging device increases, the influence of the scattering of atmospheric particles on the imaging gradually increases. This effect is mainly caused by two scattering processes: 1) The reflected light on the surface of the object is attenuated due to the scattering of atmospheric particles when it reaches the imaging device; 2) Natural light enters the imaging ...

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Application Information

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IPC IPC(8): G06T5/00
Inventor 孙伟郭宝龙韩龙陈龙
Owner XIDIAN UNIV
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