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Infrared and visible light image fusion method based on multi-scale contrast ratio

An infrared image and image fusion technology, which is applied in image enhancement, image analysis, image data processing, etc., can solve the problems of information fusion and mutual interference, and achieve the effects of enhanced perception, good visual effect, and enhanced visual effect

Active Publication Date: 2017-09-15
BEIJING INSTITUTE OF TECHNOLOGYGY
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AI Technical Summary

Problems solved by technology

However, due to the great difference in imaging band characteristics between infrared and visible light images, the two kinds of information are likely to interfere with each other when they are fused.
The existing image fusion technology does not have a corresponding fusion strategy for this kind of interference, so it is necessary to design a fusion strategy for this, so that the fusion image can obtain better visual effects and facilitate human observation

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  • Infrared and visible light image fusion method based on multi-scale contrast ratio
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  • Infrared and visible light image fusion method based on multi-scale contrast ratio

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Embodiment Construction

[0033] The present invention will be described in detail below with reference to the accompanying drawings and examples.

[0034] The present invention provides a fusion method of infrared and visible light images based on multi-scale contrast, which can determine the fusion weight of infrared images in each layer of scale information according to the difference in the range of details of each scale decomposition based on the calculated multi-scale contrast, and design The corresponding multi-scale information fusion strategy.

[0035] Based on this, the concrete scheme of the present embodiment is:

[0036] Assume that the input infrared and visible light images are I r and I v , the multi-scale contrast calculation steps with visual sensitivity are:

[0037] Step 1: To I r and I v Perform N times of continuous Gaussian filtering respectively to obtain multi-scale filtered images of infrared and visible light:

[0038]

[0039]

[0040] Among them, σ i+1 =2σ i , i...

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Abstract

The invention discloses an infrared and visible light image fusion method based on a multi-scale contrast ratio. On the basis of the multi-scale contrast ratio obtained by calculation, according to different decomposition detail ranges of each scale, the fusion weight of an infrared image and a visual light image in each layer of scale information is independently determined, a corresponding multi-scale information fusion strategy is designed, and therefore, an infrared and visible light fusion image has a better visual effect. A contrast sensitivity function which represents human visual characteristics is combined to extract the multi-scale contrast ratio which exhibits visual sensitivity, visual sensitivity information is highlighted, so that the fusion image has a better visual effect, and the perception of an observer for a scene and the quick identification ability of the observer for an important target can be enhanced. By use of the method, while the contrast sensitivity function which represents human visual characteristics is combined, the mask effect of a visual contrast ratio is considered, visual sensitivity characteristics are effectively utilized to guide a fusion process, and the visual effect of the fusion image is further enhanced.

Description

technical field [0001] The invention relates to the technical field of multi-sensor image fusion, in particular to an infrared and visible light image fusion method based on multi-scale contrast. Background technique [0002] Image fusion technology is to fuse the same scene information obtained by different imaging sensors into one image according to certain rules, so that the generated fusion image can simultaneously present the complementary information obtained by different sensors, so as to provide automatic recognition processing for machines or human eye observation. Provide more comprehensive and rich image information input. In recent years, with the continuous improvement of sensor technology and computer computing power, the application of multi-sensor image fusion technology has become more and more extensive, especially in the field of military and remote sensing, image fusion technology has been widely valued and developed. In civilian applications, multi-sens...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T5/50
CPCG06T5/50G06T2207/20221
Inventor 周志强高志峰石永生汪渤董明杰缪玲娟沈军
Owner BEIJING INSTITUTE OF TECHNOLOGYGY
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