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A Method for Recognition and Compensation of Spatio-temporal 3D Noise in Area Array Staring Infrared Remote Sensing Images

A technology of remote sensing image and compensation method, which is applied in the field of remote sensing image processing to achieve the effects of accurate positioning, reducing input errors, and improving accuracy and convenience.

Active Publication Date: 2021-06-11
BEIJING INST OF SPACECRAFT SYST ENG
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Problems solved by technology

[0005] The technical solution of the present invention is to overcome the deficiencies of the prior art, and provide a method for identifying and compensating spatio-temporal three-dimensional noise in high-orbit surface-array infrared remote-sensing images specifically for detectors of high-orbit staring infrared remote-sensing images, so as to improve high-orbit The data quality of area array infrared remote sensing images and the quality of information products, promote the application level, and improve application efficiency

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  • A Method for Recognition and Compensation of Spatio-temporal 3D Noise in Area Array Staring Infrared Remote Sensing Images
  • A Method for Recognition and Compensation of Spatio-temporal 3D Noise in Area Array Staring Infrared Remote Sensing Images
  • A Method for Recognition and Compensation of Spatio-temporal 3D Noise in Area Array Staring Infrared Remote Sensing Images

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Embodiment Construction

[0034] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0035] Such as figure 1 As shown, taking TEL2000 type cooling type area array long-wave infrared camera remote sensing data three-dimensional noise detection and compensation as an example, the specific implementation method of the present invention is as follows:

[0036] (1) Sample selection

[0037] Randomly select different N-format arrays to stare at infrared remote sensing images x i ,(i∈[1,N]), forming a noise analysis image sample set X={x 1 ,x 2 ,...x N};

[0038] In order to ensure the consistency of the sample data, the noise analysis image sample set needs to be the primary high-orbit surface array staring infrared image product that has undergone systematic radiation correction.

[0039] In order to ensure the diversity and universality of the sample data, the noise analysis image sample set needs to select images of differ...

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Abstract

The invention provides a space-time three-dimensional noise recognition and compensation method for an area array staring infrared remote sensing image. This method aims at the unsteady three-dimensional noise generated by the row axis, column axis and time axis in the area array staring infrared image, and realizes accurate noise location and compensation processing. The method is realized through five processes of sample selection, spatial filtering, noise primary selection, noise location file making, and noise compensation. The present invention overcomes the disadvantages of large amount of calculation and easy loss of image information when the current noise filtering method is applied to an area array infrared remote sensing image sequence with spatiotemporal three-dimensional unsteady noise, and can be applied to fields such as on-orbit processing and quality improvement of infrared images. It is also helpful to improve the geometric matching accuracy of area array infrared images.

Description

technical field [0001] The invention relates to a space-time three-dimensional noise recognition and compensation method for staring infrared remote sensing images of high-orbit area arrays, which is used for improving the quality of staring area array infrared remote sensing images and belongs to the technical field of remote sensing image processing. Background technique [0002] Due to defects in the production process and materials of infrared focal plane array detectors, some array elements may fail, causing the response to infrared radiation to deviate significantly from the normal value. With the upgrading of infrared imaging systems, detectors, signal transmission and processing systems are highly integrated, and the combination of detector noise and signal processing noise becomes more complex, which will change with the environment and time of objects and objects, forming Three-dimensional noise (image row axis, column axis and time axis). For an area array infrar...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T5/00G06T7/00
CPCG06T7/0002G06T2207/10048G06T2207/10032G06T2207/30168G06T5/70
Inventor 孔祥皓陈卓一马健刘凤晶李果刘宁朱玛李响王丽俐
Owner BEIJING INST OF SPACECRAFT SYST ENG
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