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Intelligent counting method, device and system based on image recognition

A technology of image recognition and counting method, applied in image data processing, image enhancement, image analysis and other directions, can solve the problem of low accuracy, and achieve the effect of improving accuracy and reliability

Active Publication Date: 2021-08-20
SHENZHEN NUBOMED EQUIP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The embodiment of the present invention provides an image recognition-based intelligent counting method, device and system, aiming to solve the problem of low accuracy in the counting method based on image recognition in the prior art methods

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  • Intelligent counting method, device and system based on image recognition
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Embodiment Construction

[0037] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, but 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 making creative efforts belong to the protection scope of the present invention.

[0038] It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and / or collections thereof.

[0039] It should also be understood that the terminology used ...

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Abstract

The invention discloses an intelligent counting method, device and system based on image recognition. The method comprises the following steps: carrying out the binarization of image information collected by an image collection device, obtaining a binarized image, carrying out the denoising of the binarized image, and carrying out the extraction of a target contour meeting a contour extraction rule, and extracting a corresponding region image from the image information according to the target contour, carrying out feature matching on the region image and the target feature to screen out effective region images, and carrying out quantity statistics on the effective region images to obtain a statistical value which is a counting result. The invention belongs to the technical field of image intelligent recognition, and can monitor a target device in real time, acquire image information, process the image information to extract a target contour from the image information, acquire a corresponding region image in the image information based on the target contour, and perform feature matching with a template image to screen out an effective region image. The accuracy and reliability of counting and calculation result collection based on image information can be greatly improved.

Description

technical field [0001] The invention relates to the technical field of image intelligent recognition, in particular to an image recognition-based intelligent counting method, device and system. Background technique [0002] With the advancement and development of science and technology, more and more jobs can be replaced by intelligent equipment, which can greatly improve work efficiency by replacing manual operations with intelligent equipment. For example, when automatically counting the medicine bottles placed in the medicine box, automatic equipment can be used instead of manual labor to realize intelligent automatic counting of the medicine bottles. In the existing medicine bottle inventory counting, in the prior art method, the medicine box above it is usually detected by setting an automatic detection device on the mounting base, and at the same time, an opening is opened at the bottom of the medicine box, and a facing opening is set at the bottom of the medicine bott...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/38G06K9/40G06K9/46G06K9/62G06T5/00G06T5/30
CPCG06T5/30G06T2207/30242G06V10/28G06V10/30G06V10/44G06V10/457G06V10/751G06T5/70
Inventor 马彦华张能军蔡扬建
Owner SHENZHEN NUBOMED EQUIP