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Small aerial target dynamic infrared simulation method and device capable of automatically adapting to weather

A technology of automatic adaptation and simulation method, applied in neural learning methods, image data processing, instruments, etc., can solve the limitation of automation degree and simulation accuracy of simulation methods, difficult to cover complex sky background, meteorological conditions, less consideration of dynamic conditions, etc. problems, to achieve the effect of improving the degree of simulation automation and simulation accuracy

Pending Publication Date: 2022-01-07
NORTHWESTERN POLYTECHNICAL UNIV
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Problems solved by technology

[0004] Conventional infrared simulation methods usually only focus on the simulation of the target, and the weather conditions need to be manually set according to the simulation scene, and less consideration is given to dynamic conditions such as the target's movement relative to the sensor, making it difficult to cover the complex sky background in the simulation of small targets in the air , meteorological conditions, and dynamic flight scenarios limit the degree of automation and simulation accuracy of the simulation method

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  • Small aerial target dynamic infrared simulation method and device capable of automatically adapting to weather
  • Small aerial target dynamic infrared simulation method and device capable of automatically adapting to weather
  • Small aerial target dynamic infrared simulation method and device capable of automatically adapting to weather

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Embodiment Construction

[0049] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0050] In the present invention, involving infrared small target simulation, measured background image weather recognition, infrared sensor modeling and fusion of small target and measured background, a dynamic infrared simulation method for air small targets based on measured sky background is realized.

[0051] Specifically, the present invention discloses a dynamic infrared simulation method for small air targets that automatically adapts to the weather, such as figure 1 As shown, the simulation method of each frame image specifically includes the following steps: according to the actual scale of the flying target and its distance from the infrared sensor, determine its scale in the simulated image; according to the infrared radiation brightness and gray distribution model of the flying target Generate the gray distribution of the target; ...

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Abstract

The invention discloses a small aerial target dynamic infrared simulation method and device capable of automatically adapting to weather. The simulation method of each frame of image specifically comprises the following steps of: determining the scale of a flying target in a simulation image according to the actual scale of the flying target and the distance between the flying target and an infrared sensor; generating gray level distribution of the target according to the infrared radiation brightness of the flying target and a gray level distribution model; generating a target image block in combination with the position scale and gray level distribution of the flying target in the simulation image; generating a background image block according to the position information and the attitude information of the infrared sensor, the scale of the simulation image and the position and the scale of the background image in a world coordinate system; and according to the position of the flying target in the simulation image, fusing the target image block and the background image block to generate the simulation image. According to the small aerial target dynamic infrared simulation method and device, the weather information in any background image is automatically identified by using a deep learning algorithm, the atmospheric transmission transmittance is obtained, and the simulation automation degree and simulation precision of the small aerial target are improved.

Description

technical field [0001] The invention belongs to the technical field of infrared image simulation and image processing, and in particular relates to a dynamic infrared simulation method and device for small air targets that automatically adapt to the weather. Background technique [0002] Infrared imaging simulation has great application potential in both military and civilian fields, and has a wide range of applications in target detection and recognition, sensor performance evaluation, and military training. The detection and tracking of long-distance air targets is one of the key technologies of aircraft navigation, missile guidance and aerial reconnaissance. However, on-board testing of infrared systems is time-consuming, often expensive, and in some flight scenarios impossible. [0003] Air target infrared imaging simulation is an effective solution. The simulation system can efficiently test various scenarios at a very low cost, for example, it can test dynamic encoun...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T5/50G06N3/04G06N3/08
CPCG06T5/50G06N3/08G06T2207/20221G06T2207/10048G06T2207/20081G06T2207/20084G06N3/045
Inventor 杨珺王家豪
Owner NORTHWESTERN POLYTECHNICAL UNIV
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