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Image segmentation method and device

An image segmentation and image technology, applied in the computer field, can solve problems such as unsatisfactory actual results, and achieve the effect of high image segmentation accuracy and good auxiliary diagnosis

Pending Publication Date: 2021-08-17
TAIKANG LIFE INSURANCE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, there are still very few that can be used for medical image analysis, and because the actual effect is not ideal, doctors or related medical and health service personnel do not like to use it.

Method used

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  • Image segmentation method and device
  • Image segmentation method and device

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Embodiment Construction

[0056]Exemplary embodiments of the present invention are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present invention to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0057] figure 1 It is a schematic diagram of the main flow of an image segmentation method provided according to an embodiment of the present invention, and the image segmentation method includes:

[0058] Step S101, acquiring an image to be processed.

[0059] The images to be processed may be images of various organs of the human body or animals. The image to be proces...

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Abstract

The invention discloses an image segmentation method and device. A specific implementation mode of the method comprises the following steps: acquiring a to-be-processed image; inputting the to-be-processed image into an image segmentation model to obtain an image segmentation result of the to-be-processed image, the image segmentation result being used for determining a target area in the to-be-processed image, wherein the image segmentation model adopts an improved Unet model, and the improved Unet model comprises a plurality of lower sampling layers, a plurality of upper sampling layers and a plurality of jump connection layers, and the jump connection layer is used for fusing the underlying semantic features from at least one down-sampling layer, the symmetric semantic features from the current down-sampling layer and the input semantic features from the current up-sampling layer. According to the embodiment of the invention, segmentation processing can be carried out on the image with high precision, and related medical and health personnel can be well helped to carry out related auxiliary diagnosis.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to an image segmentation method and device. Background technique [0002] Due to the continuous development of deep learning and the disclosure of medical image data of various patients marked by experts, there are more and more researches on medical image segmentation. However, there are still very few that can be used for medical image analysis, and because the actual effect is not ideal, doctors or related medical and health service personnel do not like to use it. Contents of the invention [0003] In view of this, the embodiments of the present invention provide an image segmentation method and device, which can be actually used in medical image analysis, and the image segmentation accuracy is high, which can better help relevant medical and health personnel to perform relevant auxiliary diagnosis. [0004] In order to achieve the above purpose, according to an asp...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/11G06T3/40G06T3/60G06T5/00G06N3/04
CPCG06T7/0012G06T7/11G06T3/40G06T3/60G06T2207/30084G06T2207/30016G06T2207/30041G06T2207/20221G06T2207/20081G06N3/045G06T5/80
Inventor 韩森尧喻庐军于吉鹏侯博严李驰
Owner TAIKANG LIFE INSURANCE CO LTD
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