A method, a device and an apparatus for identifying shapes in images and a computer storage medium

A recognition method and a technology of a recognition device, which are applied in the field of image processing, can solve problems such as poor recognition accuracy, and achieve the effects of high accuracy, reduced signal, and enhanced signal

Active Publication Date: 2018-02-16
SHENZHEN A&E INTELLIGENT TECH INST CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The invention mainly solves the problem of poor recognition accuracy of the image recognition method based on Hough transform in the prior art

Method used

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  • A method, a device and an apparatus for identifying shapes in images and a computer storage medium
  • A method, a device and an apparatus for identifying shapes in images and a computer storage medium
  • A method, a device and an apparatus for identifying shapes in images and a computer storage medium

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Embodiment Construction

[0037] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings of the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. 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.

[0038] see figure 1 , figure 1 It is a schematic flow chart of an embodiment of the shape recognition method of the present invention, wherein the shape recognition method is used to recognize the shape to be recognized in the image, and select the shape to be recognized from the candidate shapes, specifically including the following steps:

[0039] S1: Acquire an original image, where the original image includes multiple foreground pixels.

[0040] I...

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Abstract

The invention provides a method and a device for identifying shapes in images. The identifying method includes identification of to-be-identified shapes and selection of the to-be-identified shapes from candidate shapes and specifically comprises: acquiring an original image (S1); performing Hough transform on the original image based on a Hough Transform Formula corresponding to an to-be-identified shape to obtain a function image (S2); calculating the modulus of each gradient of each point in the function image to obtain a gradient image (S3); calculating the local maximum value of the grayvalue of each point in the gradient image to obtain local maximum points corresponding to the local maximum values (S4); performing Hough transform on the local maximum points according to a Hough transform formula corresponding to the to-be-identified shape to obtain candidate shapes corresponding to the local maximum points which are used as identification result of the to-be-identified shape (S5). The identifying method can identify shapes in images with high accuracy.

Description

technical field [0001] The invention relates to the field of image processing, in particular to a shape recognition method, device, equipment and computer storage medium in an image. Background technique [0002] Image processing and recognition is an important field of artificial intelligence. It belongs to advanced computer vision technology. It has been widely used in the matching of maps and terrains, the recognition of fingerprints and seals, the restoration of historical text and picture documents, and various industrial and detection robots. and other fields. [0003] In the modern semiconductor industry, various technologies have been converted to intelligence. Among them, the vision system based on the image recognition algorithm in the equipment is the key technology in the industry. Workpieces, to perform different operations on workpieces of different shapes, and workpieces generally have key features of geometric shapes such as straight lines and circles, so th...

Claims

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Application Information

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IPC IPC(8): G06K9/46
CPCG06V10/44G06V10/48G06V10/40
Inventor 郭涛
Owner SHENZHEN A&E INTELLIGENT TECH INST CO LTD
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