Target detection system based on image fusion

An image fusion and target detection technology, which is applied in the field of target detection systems based on image fusion, can solve the problems of poor image quality, affect the accuracy, and do not consider the impact, and achieve the effect of high quality and improved accuracy.

Inactive Publication Date: 2022-08-09
江苏富士特电气技术有限公司
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Problems solved by technology

[0004] The purpose of the present invention is to disclose a target detection system based on image fusion, which solves the problem in the prior art that fusion processing of images is performed using predetermined fusion weights, and the influence of light changes on visible light images is not considered. When it is poor, the image quality obtained by fusion is poor, which affects the accuracy of the subsequent target detection results.

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  • Target detection system based on image fusion
  • Target detection system based on image fusion
  • Target detection system based on image fusion

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Embodiment Construction

[0070] The following describes in detail the embodiments of the present invention, examples of which are illustrated in the accompanying drawings, wherein the same or similar reference numerals refer to the same or similar elements or elements having the same or similar functions throughout. The embodiments described below with reference to the accompanying drawings are exemplary, only used to explain the present invention, and should not be construed as a limitation of the present invention.

[0071] like figure 1 In the illustrated embodiment, the present invention provides a target detection system based on image fusion, including an acquisition module, a preprocessing module, an image fusion module and a target detection module;

[0072] The acquisition module is used to acquire the infrared image infImg and the visible light image visImg of the detection area;

[0073] The preprocessing module is used to preprocess the infrared image infImg and the visible light image vi...

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Abstract

The invention discloses a target detection system based on image fusion, and the system comprises an obtaining module, a preprocessing module, an image fusion module, and a target detection module. The image fusion module is used for performing image fusion processing on the preprocessed infrared image and visible light image obtained by processing the infrared image and the visible light image by the preprocessing module to obtain a fused image, and the target detection module is used for judging whether a detection target exists in the fused image or not. When image fusion is carried out, the first intermediate image is obtained through the fusion weight obtained by constructing the covariance matrix, then the second intermediate image is obtained by considering the light change, and the fusion image is obtained based on the first intermediate image and the second intermediate image. Compared with a single visible light image or an infrared image, the quality of the obtained fused image is higher, and correct recognition of a detection target is facilitated.

Description

technical field [0001] The invention relates to the field of target detection, in particular to a target detection system based on image fusion. Background technique [0002] In the prior art, when a single type of image is used for target detection, the problem of inaccurate detection results often occurs. Infrared images can represent the amount of energy radiated by the target, but lack detailed information such as the outline and texture of the object, while visible light images can retain information such as outlines and textures when the light conditions are good. However, visible light images are easily affected by factors such as illumination. influences. Therefore, there is a method of fusing infrared images and visible light images, and then performing object detection on the fused images. [0003] In the existing fusion process of visible light image and infrared image, weighted fusion is generally used to fuse the two images. Image fusion, obviously, this sett...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V10/80
CPCG06V10/80
Inventor 郑月节张泽来马明陈国栋李茜茜
Owner 江苏富士特电气技术有限公司
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