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Multidimensional characteristic extraction method and device based on connected domain analysis

A connected domain analysis and multi-dimensional feature technology, which is applied in the direction of instruments, character and pattern recognition, computer components, etc., can solve the problems of slow blob analysis operation speed, limited feature extraction, and inaccurate analysis, so as to improve the operation speed, Satisfy the processing requirements, the effect of accurate feature quantity

Active Publication Date: 2017-03-22
合肥九川智能装备有限公司
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Problems solved by technology

[0005] The purpose of the present invention is to provide a method and device for extracting multi-dimensional feature quantities based on connected domain analysis, which solves the problem of slow operation speed of existing blob analysis, limited feature quantity extraction and inaccurate analysis due to the large amount of noise in the collected images The problem

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  • Multidimensional characteristic extraction method and device based on connected domain analysis
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  • Multidimensional characteristic extraction method and device based on connected domain analysis

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Embodiment Construction

[0029] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. 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.

[0030] Such as figure 1 As shown, the first embodiment of the present invention provides a method for extracting multidimensional feature quantities based on connected domain analysis, including:

[0031] Step S11: acquiring a grayscale image;

[0032] A grayscale image is an image in which each pixel has only one sampled color, usually displayed in shades of gray from the darkest black to the brightest white. Grayscale images are often obtained by measuring the br...

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Abstract

The invention discloses a multidimensional characteristic extraction method and device based on connected domain analysis. An obtained gray scale image is preprocessed to obtain a region of interest, the region of interest is subjected to first noise reduction to remove noise points, then the region of interest after the first noise reduction is subjected to boundary tracking and marking to obtain a target region, the target region is subjected to second noise reduction to remove noise blocks in the target region, and finally characteristic extraction is carried out. The accuracy of the image is improved by two times of noise reduction processing before extracting the characteristics, and the extracted characteristics are enabled to be more accurate; the gray scale image is compressed by run-length coding, and the run-length coding of the gray scale image conversion is operated in the preprocessing, two times of noise reduction and boundary tracking and connected characteristic marking of the gray scale image, so that the operation speed is improved, and processing demands of real-time images are met; and 20 characteristics can be extracted, and industrial field detection demands can be basically met.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to a method and device for extracting multi-dimensional feature quantities based on connected domain analysis. Background technique [0002] A blob refers to a connected region composed of similar image features (such as color or texture, etc.). Blob analysis is an important part of computer vision and image understanding. It can easily locate the object and calculate the geometric feature quantity of the object without any prior knowledge of the position, shape and size of the object in the image, so that it can Objects are selected and classified based on these feature quantities. [0003] The existing blob analysis process is to binarize the image first, and each pixel in the image must be designated as a target pixel or a background pixel, and then the binarized image is segmented to obtain the target and background; and then the target is connected domain mark, and f...

Claims

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Application Information

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IPC IPC(8): G06K9/46
CPCG06V10/462
Inventor 马丽姚毅钟克洪
Owner 合肥九川智能装备有限公司
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