Water surface area extraction method and device based on remote sensing image

An area extraction and remote sensing image technology, which is applied in the fields of instruments, character and pattern recognition, computer components, etc., can solve the problems of low extraction efficiency of water surface area, inability to realize automatic extraction of water body area by remote sensing, etc., and achieve the effect of improving extraction efficiency.

Pending Publication Date: 2020-10-27
YELLOW RIVER ENG CONSULTING
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Problems solved by technology

[0004] At present, most studies determine the NDWI extraction threshold of water body extraction through visual interpretation, which cannot realize automatic extraction of water body area remote sensing, resulting in low extraction efficiency of water surface area

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  • Water surface area extraction method and device based on remote sensing image
  • Water surface area extraction method and device based on remote sensing image

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Embodiment Construction

[0053] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the embodiments of the present invention. Obviously, the described embodiments are part of the present invention Examples, not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0054] figure 1 A schematic flow chart of a water surface area extraction method based on remote sensing images provided by an embodiment of the present invention, as shown in figure 1 As shown, the method includes:

[0055] S101: For each pixel in the satellite remote sensing NDWI image, use the pixel as the current pixel, based on the difference between the pixel gradient of ...

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Abstract

The invention provides a water surface area extraction method and device based on a remote sensing image. The method comprises the following steps: 1) for each pixel point in a satellite remote sensing NDWI image, taking the pixel point as a current pixel, and based on a difference value between a pixel gradient of the current pixel and a pixel gradient of a neighborhood pixel of the current pixel, calculating a gradient difference sum between the pixel gradient of the current pixel and the pixel gradient of the neighborhood pixel of the current pixel; 2) calculating the gradient complexity ofthe current pixel according to the sum of the gradient differences and the pixel gradient of the current pixel; 3) obtaining the average gradient complexity of the set of pixels with the same NDWI value as the current pixel; and 4) taking the NDWI value of which the average gradient complexity is greater than a preset threshold as a target NDWI value, and separating the water surface area in thesatellite remote sensing NDWI image by using a threshold method according to the target NDWI value. By applying the invention, the extraction efficiency of the water surface area is improved.

Description

technical field [0001] The invention relates to a remote sensing image-based water surface area extraction method, in particular to a remote sensing image-based water surface area extraction method. Background technique [0002] The development of aerospace technology and image recognition algorithms has promoted the progress of earth observation technology. At present, the observation of the earth's surface is usually based on the aerial images of satellites or aircrafts, and then the image interpretation is carried out to meet the demand for precise observation of the earth's surface. [0003] In the interpretation of aerial images or aerospace images, distinguishing between land and water areas in the images, and dynamically monitoring changes in water body area play an important role in guiding the development and utilization of water resources. At present, the existing interpretation technology usually uses NDWI (Normalized Difference Water Index, Normalized Difference ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/46
CPCG06V10/462
Inventor 严登明王煜彭少明武见杨国宪张永永郑小康明广辉尚文绣李姝蕾
Owner YELLOW RIVER ENG CONSULTING
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