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Image processing method, device, computer equipment and storage medium

An image processing and image technology, applied in the computer field, can solve the problems of low efficiency of manual detection and detection, and achieve the effects of improving precision, improving rationality and improving processing efficiency

Active Publication Date: 2022-02-08
WUHAN UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The embodiment of the present application provides an image processing method, device, computer equipment and storage medium to solve the technical problem of low detection efficiency in manual detection

Method used

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

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Embodiment Construction

[0042] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0043] Such as figure 1 As shown, in an embodiment, an image processing method is provided, and the image processing method can be applied to a terminal or a server, and this embodiment is described by taking the application to a server as an example. The image processing method specifically includes the following steps:

[0044] Step 102, acquiring the stained image of esophageal cancer, segmenting the stained image of esophageal cancer by using a preset image se...

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Abstract

The embodiment of the present application provides an image processing method, device, computer equipment and storage medium. The method first obtains the stained image of esophageal cancer, uses a preset image segmentation model to segment the stained image of esophageal cancer, and extracts multiple blood vessel regions and The lack of blood vessel area, then, perform feature extraction of the first preset attribute on the blood vessel area, perform feature extraction of the second preset attribute on the lack of blood vessel area, perform feature extraction of the third preset attribute on the stained image of esophageal cancer, and finally, The first eigenvalue set, the second eigenvalue set, and the third eigenvalue set are classified and processed to generate classification results, which not only improves the fineness of feature information, but also fully considers the impact of multiple eigenvalues ​​with different attributes on image processing. Accuracy and intuition are affected. By extracting features with richer information and quantifying and comprehensively processing multiple features with different attributes, the rationality of feature value quantification and image processing efficiency are improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to an image processing method, device, computer equipment and storage medium. Background technique [0002] Esophageal cancer is the ninth most common cancer and the sixth leading cause of cancer-related death worldwide. Nearly 90% of esophageal cancers in the world are esophageal squamous cell carcinoma (ESCC), with the highest incidence in Southeast Asia and Central Asia. However, superficial ESCC (SESCC) is a disease with a high cure rate, and with the development of upper gastrointestinal endoscopy screening, the detection rate of early esophageal cancer has increased significantly, especially in East Asia. Compared with esophagectomy, endoscopic submucosal dissection (ESD) can reduce the incidence of postoperative complications and surgery-related mortality, greatly improve the cure rate of superficial esophageal cancer, and become a superficial treatment with low ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/00G06T7/11G06T7/62G06T7/90G06N20/10G06K9/62
CPCG06T7/0012G06T7/11G06T7/62G06T7/90G06N20/10G06T2207/30101G06T2207/30096G06T2207/20081G06F18/2411
Inventor 于红刚张丽辉罗任权姚理文卢姿桦
Owner WUHAN UNIV