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Image processing method and device based on artificial intelligence, equipment and storage medium

An image processing and artificial intelligence technology, applied in the computer field, can solve the problems of large manpower, material resources and time, high labor cost, long time consumption, etc., and achieve the effect of improving image processing efficiency, reducing labor cost and improving efficiency.

Active Publication Date: 2020-07-31
TENCENT TECH (SHENZHEN) CO LTD
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AI Technical Summary

Problems solved by technology

[0004] In the above processing method, after the sample images are collected, they need to be marked again, and then the model training is carried out, which takes a long time and has high labor costs. If multiple different hospitals need to perform image processing, repeating such a process will consume a lot of manpower and material resources and time, therefore, the method has poor versatility and low efficiency

Method used

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  • Image processing method and device based on artificial intelligence, equipment and storage medium
  • Image processing method and device based on artificial intelligence, equipment and storage medium
  • Image processing method and device based on artificial intelligence, equipment and storage medium

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Embodiment Construction

[0068] In order to make the purpose, technical solution and advantages of the present application clearer, the implementation manners of the present application will be further described in detail below in conjunction with the accompanying drawings.

[0069] In this application, the terms "first" and "second" are used to distinguish the same or similar items with basically the same function and function. It should be understood that "first", "second" and "nth" There are no logical or timing dependencies, nor are there restrictions on quantity or order of execution.

[0070] In this application, the term "at least one" means one or more than one, and "at least two" means two or more, for example, at least two node devices means two or more node devices.

[0071] Hereinafter, terms involved in this application are explained.

[0072] Artificial Intelligence (AI) is a theory, method, technology and application system that uses digital computers or machines controlled by digital ...

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Abstract

The invention discloses an image processing method and an image processing device based on artificial intelligence, equipment and a storage medium, which belong to the technical field of computers. According to the image processing method of the invention, image distribution difference between sample human tissue images in two fields is determined, the human tissue image in the source field is subjected to image conversion, the target sample image obtained after conversion conforms to an image distribution rule of the human tissue image in the target field and carries the corresponding targetprocessing results, and manual re-annotation is not needed, so that the manual annotation step is omitted, the labor cost is reduced, the model training efficiency is improved, and the image processing efficiency is further improved; and the human tissue image of the target field is acquired and a training sample can be automatically obtained through carrying out image conversion on the human issue image, and the image processing method is more universal and higher in applicability.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to an image processing method, device, equipment and storage medium based on artificial intelligence. Background technique [0002] With the development of computer technology, image processing technology is more and more widely used, for example, medical image processing, natural image processing. For medical images, image processing can be used to locate the human tissue in the image to determine the specific location of the human tissue. Due to the different methods of medical personnel in different hospitals and the use of different equipment, there may be differences in the distribution of the generated images. When performing image processing, if the image processing model obtained by training sample images from other hospitals is used directly for image processing, The accuracy of the processing results is poor. [0003] Taking the polyp localization processing ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T9/00G06K9/62
CPCG06T7/0014G06T9/002G06T2207/20081G06T2207/20084G06T2207/30004G06F18/22G06T7/0012G06T2207/10068G06T2207/30032G06V10/82G06V2201/03G06V10/7715G06V10/761G06V10/774G06V10/776G06V10/764
Inventor 郑瀚尚鸿王晓宁姚建华
Owner TENCENT TECH (SHENZHEN) CO LTD
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