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The ocean red line adds an automatic and rapid extraction method and device for human activity plaques

A technology of human activities and extraction methods, which is applied in the field of automatic and rapid extraction of new human activity patches on the ocean red line, which can solve the problems of time-consuming and energy-consuming, inaccurate human activity patches, etc.

Active Publication Date: 2021-01-15
MINISTRY OF ECOLOGY & ENVIRONMENT CENT FOR SATELLITE APPL ON ECOLOGY ENVIRONMENT
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Image segmentation technology has played an important role in the remote sensing recognition and extraction of human activities, but the human activity patterns extracted by simple segmentation technology are not accurate, and subsequent manual verification is still required, which still takes a lot of time and energy

Method used

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  • The ocean red line adds an automatic and rapid extraction method and device for human activity plaques
  • The ocean red line adds an automatic and rapid extraction method and device for human activity plaques
  • The ocean red line adds an automatic and rapid extraction method and device for human activity plaques

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Experimental program
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Effect test

Embodiment 1

[0087] An embodiment of the present invention provides an automatic and rapid extraction method for newly added human activity plaques in the ocean red line, which is used to automatically obtain the newly added human activity plaques in the ocean red line, and obtain the location, quantity and distribution area of ​​the newly added human activity plaques in time , which aims to solve the problem of low efficiency and slow speed in the extraction of human activity information in ocean red line supervision mainly relying on human-computer interaction interpretation. The invention can perform fully automatic, accurate and rapid extraction of human activity plaques, and provides technical support for the supervision of human activities on ocean red lines.

[0088] Such as figure 1 As shown, the method includes:

[0089] S1: Obtain the image to be detected, background data, background image and red line vector, where: the image to be detected is a high spatial resolution remote s...

Embodiment 2

[0155] An embodiment of the present invention provides an automatic and rapid extraction device for newly added human activity plaques on the ocean red line, such as figure 2 As shown, the device includes:

[0156] The data acquisition module 1 is used to obtain the image to be detected, background data, background image and red line vector, wherein: the image to be detected is a high spatial resolution remote sensing image of the area to be detected, and the background data is the historical background of human activity classification Data, the background image is the high spatial resolution remote sensing image corresponding to the background data, and the red line vector is the ocean red line vector data.

[0157] The mask processing module 2 is configured to use the red line vector to perform mask processing on the image to be detected and the background image respectively.

[0158] The transformation module 3 is used for performing raster-vector transformation on the ba...

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Abstract

The invention discloses an automatic and rapid extraction method and device for newly added human activity plaques on the ocean red line, belonging to the field of environmental monitoring. In this method, the background vector is used to segment the background image and the image to be detected, and the segmented plaques are discriminated one by one by using the luminance statistical value and the spectral feature function to obtain the changed plaque and the suspected changed plaque; the suspected changed plaque and the local The patches corresponding to the bottom image are segmented twice according to the characteristics of spectrum, geometry, and texture, and the segmented patches are identified one by one by using the luminance statistical value and the spectral feature function to obtain the changed patches; all the changed patches are combined to obtain a new Increase the number of human activity patches; make statistics on the newly added human activity patches, and obtain the number and area of ​​the newly added human activity patches within the ocean red line. The invention can automatically and quickly extract information such as the position, quantity and distribution area of ​​newly added human activity patches in the ocean red line, and provide fast and accurate technical support for the supervision of human activities on the ocean red line.

Description

technical field [0001] The invention relates to the field of environmental monitoring, in particular to an automatic and rapid extraction method and device for newly added human activity plaques on ocean red lines. Background technique [0002] With the development of economy and society, people's yearning for a better ecological environment continues to increase. However, driven by economic interests, there are always various human activities that damage the ecological environment. Ocean red line (also known as marine ecological red line, ocean red line) refers to the geographical area boundary and related management indicators formed by dividing areas with special important ecological functions within the scope of marine ecological space that must be strictly protected as key control areas. control line. The ocean red line is the bottom line and lifeline for guaranteeing and maintaining marine ecological security, and it is necessary to detect behaviors that violate the ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/46G06K9/34
CPCG06V10/26G06V10/462
Inventor 马万栋高吉喜申文明张文国毕京鹏邰文飞
Owner MINISTRY OF ECOLOGY & ENVIRONMENT CENT FOR SATELLITE APPL ON ECOLOGY ENVIRONMENT
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