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Image segmentation method, device, computer equipment and storage medium

A technology of image segmentation and computer program, applied in the field of image recognition, can solve the problem of low segmentation accuracy, achieve the effect of improving accuracy and overcoming inaccurate positioning

Active Publication Date: 2021-12-21
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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  • Application Information

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Problems solved by technology

[0004] However, the above-mentioned segmentation method has the problem of low segmentation accuracy

Method used

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  • Image segmentation method, device, computer equipment and storage medium
  • Image segmentation method, device, computer equipment and storage medium
  • Image segmentation method, device, computer equipment and storage medium

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Embodiment Construction

[0054] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application.

[0055] The image segmentation method provided by this application can be applied to such as figure 1 In the shown computer equipment, the computer equipment may be a terminal, and its internal structure diagram may be as follows figure 1shown. The computer device includes a processor, a memory, a network interface, a display screen and an input device connected through a system bus. Wherein, the processor of the computer device is used to provide calculation and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The no...

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Abstract

An image segmentation method, device, computer equipment, and storage medium provided by the present application, firstly segment the input first sampling image through the first segmentation model, and obtain the first segmented image including the target morphological structure and adjacent morphological structures ; Further obtain a second image to be segmented according to the first segmented image and the second sampled image, and then use the second segmentation model to segment the input second image to be segmented again to obtain a segmented image containing the target morphological structure. The above image segmentation method can overcome the problem of inaccurate segmentation caused by over-segmentation or under-segmentation caused by the unclear boundary between the target morphological structure and the adjacent morphological structure in the traditional segmentation method, and improves the accuracy of the segmentation target morphological structure proposed by this application. Segmentation accuracy.

Description

technical field [0001] The present application relates to the technical field of image recognition, and in particular to an image segmentation method, device, computer equipment and storage medium. Background technique [0002] With the continuous development of a variety of medical imaging equipment, the detection of many diseases requires medical imaging equipment to perform projection imaging inside the body, and then analyze the projected imaging images through computer equipment to achieve disease detection. Among them, in the detection process of various organ diseases, how to accurately segment the target organ in the projection imaging image has become an important link in the current detection process of organ diseases. [0003] At present, the segmentation method of the target organ is mainly a traditional segmentation method, which includes: firstly, the imaging image to be segmented is preprocessed to eliminate the influence of the imaging equipment and environme...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/11G06T7/12G06T7/149G06N3/04G06N3/08
CPCG06T7/11G06T7/149G06T7/12G06N3/08G06T2207/10081G06T2207/20132G06N3/045
Inventor 邵影高耀宗
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD