Remote sensing image matching method and device, electronic equipment and readable storage medium

A technology of remote sensing image and matching method, applied in instrument, character and pattern recognition, scene recognition and other directions, can solve problems such as poor matching effect, and achieve the effect of reducing time overhead, improving matching efficiency, and reducing the number of

Inactive Publication Date: 2020-09-22
ZHUHAI DAHENGQIN TECH DEV CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of this, the embodiment of the present invention provides a remote sensing image matching method, device, electronic equipment and readable storage medium to solve the problem that the existing image matching method for ordinary images is directly applicable to remote sensing images of low-altitude aircraft. bad question

Method used

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  • Remote sensing image matching method and device, electronic equipment and readable storage medium
  • Remote sensing image matching method and device, electronic equipment and readable storage medium
  • Remote sensing image matching method and device, electronic equipment and readable storage medium

Examples

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Embodiment 1

[0027] figure 1 A flowchart of the remote sensing image matching method according to the embodiment of the present invention is shown, such as figure 1 As shown, the method may include the following steps:

[0028] S101: Correct the remote sensing image to be matched based on the reference remote sensing image, so as to eliminate the geometric deformation, scale and rotation difference between the remote sensing image to be matched and the reference remote sensing image.

[0029] In the embodiment of the present invention, the reference image refers to an image of two or more images to be matched whose shooting angle of view is closest to the shooting angle of view perpendicular to the ground to be photographed.

[0030] In the embodiment of the present invention, the remote sensing image may be a remote sensing image captured by a low-altitude aircraft such as an unmanned aerial vehicle. Correspondingly, according to the external orientation elements of the image recorded in...

Embodiment 2

[0058] Figure 5 A principle block diagram of a remote sensing image matching apparatus according to an embodiment of the present invention is shown, and the apparatus can be used to implement the remote sensing image matching method described in Embodiment 1 or any optional implementation manner thereof. like Figure 5 As shown, the device includes: an image correction module 10 , a region determination module 20 , a feature extraction module 30 and an image matching module 40 . in,

[0059] The image correction module 10 is used for correcting the remote sensing image to be matched based on the reference remote sensing image, so as to eliminate the geometric deformation, scale and rotation difference between the remote sensing image to be matched and the reference remote sensing image.

[0060] The region determination module 20 is used for determining the matching region between the remote sensing image to be matched and the reference remote sensing image. In the embodim...

Embodiment 3

[0065] The embodiment of the present invention provides an electronic device, such as Image 6As shown, the electronic device may include a processor 61 and a memory 62, wherein the processor 61 and the memory 62 may be connected by a bus or in other ways, Image 6 Take the connection through the bus as an example.

[0066] The processor 61 may be a central processing unit (Central Processing Unit, CPU). The processor 61 may also be other general-purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuit (Application Specific Integrated Circuit, ASIC), Field-Programmable Gate Array (Field-Programmable Gate Array, FPGA) or Other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components and other chips, or a combination of the above types of chips.

[0067] The memory 62, as a non-transitory computer-readable storage medium, can be used to store non-transitory software program...

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Abstract

The invention discloses a remote sensing image matching method and device, electronic equipment and a readable storage medium, and the method comprises the steps: correcting a to-be-matched remote sensing image based on a reference remote sensing image, so as to eliminate the geometric deformation, scale and rotation difference between the to-be-matched remote sensing image and the reference remote sensing image; determining a matching area between the remote sensing image to be matched and the reference remote sensing image; performing feature extraction on a matching region in the remote sensing image to be matched and a matching region in the reference remote sensing image by using an SIFT algorithm, and taking a point, which is greater than an extreme point threshold value, in the extracted extreme points as an extracted feature point; and calculating feature matching point pairs in the reference remote sensing image and the to-be-matched remote sensing image based on the extractedfeatures to obtain an image matching result of the to-be-matched remote sensing image and the reference remote sensing image. By implementing the method, the matching of the remote sensing images shot by the low-altitude aircraft can be realized more accurately and more efficiently.

Description

technical field [0001] The present invention relates to the technical field of multimedia information processing, and in particular, to a remote sensing image matching method, device, electronic device and readable storage medium. Background technique [0002] In recent years, from the application of UAV remote sensing to the topographic mapping of the Diaoyu Islands, to the disaster remote sensing monitoring and disaster assessment of the Lushan earthquake in Sichuan, to the normal monitoring of national marine resources, low-altitude remote sensing technology has highlighted its role in topographic mapping, disaster emergency monitoring and disaster situation. With the advantages and application value in many fields such as assessment and environmental monitoring, low-altitude remote sensing data processing technology has quickly become a research hotspot. Image matching is one of the key technologies in low-altitude remote sensing data processing, and its matching quality...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/46G06K9/62
CPCG06V20/13G06V10/462G06F18/22
Inventor 邓练兵邹纪升逯明
Owner ZHUHAI DAHENGQIN TECH DEV CO LTD
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