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Real-time Segmentation System of Breast Ultrasound Video Image Based on Neutrosophy Theory

A video image and image segmentation technology, applied in image analysis, image enhancement, image data processing and other directions, can solve the problems of information loss, reliability and accuracy of diagnosis results are not particularly ideal, to improve accuracy and speed, to achieve high The effect of precision

Active Publication Date: 2022-03-01
SHANDONG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

Due to only relying on the doctor's naked eyes to capture the dynamic information in the video image, a large amount of information is often lost
Most of the existing researches only analyze single-frame images in the collected video sequences, and the reliability and accuracy of the diagnostic results are not particularly ideal

Method used

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  • Real-time Segmentation System of Breast Ultrasound Video Image Based on Neutrosophy Theory

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Embodiment Construction

[0047] The present invention will be further described below in conjunction with the accompanying drawings and embodiments.

[0048] It should be noted that the following detailed description is exemplary and intended to provide further explanation of the present invention. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs.

[0049] It should be noted that the terminology used here is only for describing specific implementations, and is not intended to limit the exemplary implementations according to the present application. As used herein, unless the context clearly dictates otherwise, the singular is intended to include the plural, and it should also be understood that when the terms "comprising" and / or "comprising" are used in this specification, they mean There are features, steps, operations, means, components and / or combinations thereof...

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Abstract

The invention discloses a real-time segmentation system of breast ultrasound video images based on neutrosophic theory, which realizes high-precision real-time segmentation of breast ultrasound video sequence images; the system includes: an image acquisition device, which is used to collect breast ultrasound video images and transmit to the processor; the processor is used to receive the breast ultrasound video image uploaded by the image acquisition device, extract the key frame image and the non-key frame image of the breast ultrasound video, and segment the key frame image and the non-key frame image respectively; the display device , for displaying the segmentation result of the breast ultrasound video image output by the processor.

Description

technical field [0001] The invention relates to the technical field of image segmentation, in particular to a real-time segmentation system of breast ultrasound video images based on neutrosophic theory. Background technique [0002] Breast cancer is the malignant tumor with the highest incidence rate in women today, and has a high mortality rate. The cause of breast cancer is still unclear, early detection and timely treatment are the most important means to improve the survival rate of breast cancer. Ultrasound imaging has the advantages of non-invasive, repeatable inspection, high sensitivity, and low cost, and is a common method for early detection of breast cancer. [0003] With the improvement of imaging diagnostic application requirements, more ultrasound data exists in the clinic in the form of massive, video sequence images. At present, most studies only analyze single-frame images in the collected video sequences, and the reliability and accuracy of the diagnosti...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/11G06T7/136G06T7/155G06T7/215
CPCG06T7/11G06T7/136G06T7/155G06T7/215G06T2207/10016G06T2207/30068
Inventor 张玲张明
Owner SHANDONG UNIV