Image matching method suitable for automatically detecting flight quality of aerial photography

A technology of image matching and flight quality, applied in image analysis, image data processing, instruments, etc., can solve problems such as mismatching and matching failure

Inactive Publication Date: 2014-06-25
XIAN MEIHANG INFORMATION IND
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Problems solved by technology

[0004] The technical problem to be solved by the present invention is to provide an image matching method suitable for automatic inspection of aerial photography flight quality in view of the deficiencies in the above-mentioned prior

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  • Image matching method suitable for automatically detecting flight quality of aerial photography
  • Image matching method suitable for automatically detecting flight quality of aerial photography
  • Image matching method suitable for automatically detecting flight quality of aerial photography

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Embodiment Construction

[0046] Such as figure 1 An image matching method suitable for automatic inspection of aerial photography flight quality is shown, including the following steps:

[0047] Step 1. Image preprocessing: use a data processor to perform denoising and filtering processing on the two digital images to be matched respectively. The two digital images to be matched are two digital images of the measured area obtained by aerial photogrammetry. Both said digital images are two-dimensional images. The two digital images are respectively a first image and a second image.

[0048] In this embodiment, the resolutions of the two digital images are the same. However, the sizes of the two digital images may be different.

[0049] In this embodiment, when performing denoising and filtering processing on the digital image in step 1, Gaussian smoothing filtering is performed on the digital image first, and then Wallis filtering is performed on the Gaussian smoothing filtered image.

[0050] When...

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Abstract

The invention discloses an image matching method suitable for automatically detecting the flight quality of the aerial photography. The method comprises the steps that firstly, images are preprocessed, denoising and filtering are respectively carried out on two digital images to be matched, and the two digital images to be matched are obtained with the aerial photography measuring method in the measured area and are two-dimensional images; secondly, SIFT characteristic extracting is carried out, the SIFT characteristic extraction is respectively carried out on the two digital images through a data processor, all characteristic points of the two digital images and SIFT characteristic descriptors of all the characteristic points are obtained; thirdly, a kd tree is established to carry out the bi-directional search to determine matching points; fourthly, gross error removing is carried out according to the RANSAC algorithm. According to the method, the steps are simple, design is reasonable, the achieving process is convenient, robustness and the using effect are good, and the method can effectively solve the problem that according to an existing method, matching is prone to failure matching or error matching.

Description

technical field [0001] The invention belongs to the technical field of aerial photogrammetry processing, and in particular relates to an image matching method suitable for automatic inspection of flight quality of aerial photography. Background technique [0002] Image matching refers to identifying points with the same name between two or more images through a certain image matching algorithm. Image matching can be used in different fields, such as photogrammetry processing, digital image processing, medical image processing, remote sensing image data processing, etc. Different application fields have different requirements for image matching. For the image matching of the automatic inspection of aerial photography flight quality, the accuracy of the matching points is required to be high, and the accuracy should be within 2 pixels. In practical applications, the matching algorithm is often affected by image noise, image rotation and image deformation, especially in aerial...

Claims

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Application Information

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IPC IPC(8): G06T7/00G06K9/64
Inventor 彭桂辉梁菲赵铁梅左涛刘敏郭永春姚春雨王慧芳宋袁龙
Owner XIAN MEIHANG INFORMATION IND
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