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Image segmentation method and device, computer device and storage medium

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

Active Publication Date: 2019-10-22
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

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

The invention provides an image segmentation method and device, a computer device and a storage medium, and the method comprises the steps: carrying out the preliminary segmentation of an inputted first sampling image through a first segmentation model, and obtaining a first segmentation image comprising a target morphological structure and an adjacent morphological structure; and further obtaining a second to-be-segmented image according to the first segmented image and the second sampling image, and segmenting the input second to-be-segmented image again by adopting a second segmentation model to obtain a segmented image containing the target morphological structure. According to the image segmentation method, the problem of inaccurate segmentation caused by over-segmentation or under-segmentation due to unclear boundaries between the target morphological structure and the adjacent morphological structures in a traditional segmentation method can be solved, and the segmentation precision of the segmentation target morphological structure provided by the invention is improved.

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 Applications(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