A PCA-based grayscale image simplification method, equipment, device and storage medium

A grayscale image transposition technology, applied in the field of image processing, can solve problems such as errors and losses

Inactive Publication Date: 2020-07-03
CHINA AGRI UNIV
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Problems solved by technology

Blindly reducing indicators will lose a lot of information and easily lead to wrong conclusions

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  • A PCA-based grayscale image simplification method, equipment, device and storage medium
  • A PCA-based grayscale image simplification method, equipment, device and storage medium
  • A PCA-based grayscale image simplification method, equipment, device and storage medium

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[0014] In order to make the purpose, technical solution and advantages of the present invention more clear, the following will further describe the implementation of the present invention in conjunction with the accompanying drawings. The specific technical details mentioned below are only to enable readers to better understand the technical solution, and are not intended to It represents that the present invention is only limited to the following technical details.

[0015] Embodiments of the present invention provide a PCA-based grayscale image simplification method, device, device and storage medium. see figure 1 , figure 1 It is an overall flow chart of a PCA-based grayscale image simplification method in an embodiment of the present invention, the method is implemented by a hardware device, and the specific steps include:

[0016] S101: Extract the grayscale image matrix of the grayscale image, the grayscale image includes: any one or any combination of three primary co...

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Abstract

The present invention provides a grayscale image simplification method based on PCA. The method comprises the steps of: extracting the grayscale image matrix of the grayscale image; compressing the grayscale image matrix to obtain a compressed grayscale image matrix; compressing the once compressing the grayscale image matrix to obtain a secondary compressed grayscale image matrix; restoring the secondary compressed grayscale image matrix to obtain a simplified grayscale image. The invention also provides an active interaction device, a non-transitory readable storage medium and a device, which are used to realize the method. The invention can reduce the redundant information of the grayscale image and reduce the space occupied by the grayscale image in the electronic equipment.

Description

technical field [0001] The present invention relates to the field of image processing, and more specifically, to a PCA-based grayscale image simplification method, equipment, device and storage medium. Background technique [0002] In the research and application of many fields, it is often necessary to conduct a large number of observations on multiple variables that reflect things, and collect a large amount of data for analysis and search for laws. Large multivariate samples will undoubtedly provide rich information for research and application, but it also increases the workload of data collection to a certain extent. If each indicator is analyzed separately, the analysis is often isolated rather than comprehensive. Blindly reducing indicators will lose a lot of information and easily lead to wrong conclusions. Therefore, it is necessary to find a reasonable method to minimize the loss of information contained in the original indicators while reducing the indicators to...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/90G06T9/00G06K9/62
CPCG06T7/90G06T9/00G06F18/213
Inventor 高万林李越杨晨
Owner CHINA AGRI UNIV
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