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Skin object recognition method and device and electronic equipment

A recognition method and object technology, applied in image analysis, image enhancement, instruments, etc., can solve problems such as limited hardware performance and inability to achieve complete segmentation of super-large images, and achieve the effect of complete segmentation

Pending Publication Date: 2020-05-29
LENOVO (BEIJING) LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the hardware performance of electronic devices is limited, which makes it impossible to achieve complete segmentation of super-large images when using deep learning for image segmentation.

Method used

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  • Skin object recognition method and device and electronic equipment
  • Skin object recognition method and device and electronic equipment
  • Skin object recognition method and device and electronic equipment

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Embodiment Construction

[0029] Hereinafter, embodiments of the present disclosure will be described with reference to the drawings. It should be understood, however, that these descriptions are exemplary only, and are not intended to limit the scope of the present disclosure. Also, in the following description, descriptions of well-known structures and techniques are omitted to avoid unnecessarily obscuring the concepts of the present disclosure.

[0030] The terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting of the present disclosure. The terms "comprising", "comprising", etc. used herein indicate the presence of stated features, steps, operations and / or components, but do not exclude the presence or addition of one or more other features, steps, operations or components.

[0031] All terms (including technical and scientific terms) used herein have the meaning commonly understood by one of ordinary skill in the art, unless other...

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Abstract

The disclosure provides a skin object recognition method, comprising: obtaining a target image of a skin object corresponding to a first magnification factor and a reference image corresponding to a second magnification factor, the first magnification factor being greater than the second magnification factor; and positioning a target area of the skin object based on the reference image, the skin object being recognizable from the target image based on the target area. And based on the target area, identifying the skin object from the target image. In addition, the invention further provides askin object recognition device and electronic equipment.

Description

technical field [0001] The present disclosure relates to a skin object recognition method, device and electronic equipment. Background technique [0002] Image segmentation is an image processing technology that uses electronic equipment to divide an image into several specific regions with unique properties. It is widely used in different research fields, such as medical image analysis, traffic image analysis, and military research. How to obtain accurate image segmentation results from the image to be segmented is very important. With the rapid development of artificial intelligence, it has become an effective technical means to use deep learning technology using machine learning to segment images to improve the accuracy of image segmentation. [0003] However, the image size to be processed by image segmentation tends to be larger and larger, for example, it may be an ultra-large image of 50000*50000 including 2.5 billion pixels, or even larger. However, the hardware pe...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/11G06T7/136G06T7/187G06T7/194
CPCG06T7/11G06T7/136G06T7/187G06T7/194G06T2207/20081G06T2207/30088
Inventor 邹进屹
Owner LENOVO (BEIJING) LTD