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Image analysis method and device, electronic device, and storage medium

An image analysis and image technology, applied in the field of image processing, can solve the problems of low image labeling efficiency, achieve the effects of improving labeling speed and labeling efficiency, accurate labeling, and avoiding errors

Inactive Publication Date: 2019-01-25
北京慧影明图科技有限公司
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  • Summary
  • Abstract
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  • Claims
  • Application Information

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Problems solved by technology

[0005] The purpose of the present disclosure is to provide an image analysis method and device, electronic equipment, and a storage medium, so as to overcome the problem of low image labeling efficiency caused by limitations and defects of related technologies at least to a certain extent

Method used

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  • Image analysis method and device, electronic device, and storage medium
  • Image analysis method and device, electronic device, and storage medium
  • Image analysis method and device, electronic device, and storage medium

Examples

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Embodiment Construction

[0028] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or more of the specific details being omitted, or other methods, components, devices, steps, etc. may be adopted. In other instances, well-known technical solution...

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Abstract

The invention relates to an image analysis method and a device, an electronic device and a storage medium, which relate to the technical field of image processing. The method comprises the following steps: scanning an object to be measured to obtain a sample image of the object to be measured; labeling a first type image in the sample image to obtain the label of the first type image, and generating an identification model according to the first type image and the label of the first type image; automatically labeling the second class of images other than a first class of images in the sample image by the recognition model to obtain the label of the second class of images. The present disclosure can realize automatic annotation and improve image annotation efficiency.

Description

technical field [0001] The present disclosure relates to the technical field of image processing, and in particular, to an image analysis method, an image analysis device, electronic equipment, and a computer-readable storage medium. Background technique [0002] In the medical field, pathological diagnosis is often required. In the traditional workflow, the target tissue is first made into a slide, and then the relevant staff visually observes, marks, diagnoses, and outputs the results. Due to the very small field of view under a high-power microscope, the staff needs to conduct very fine mobile observations frequently. During the entire review process, due to staff fatigue, subjective and objective factors, it is very easy to miss some key information. [0003] In the above method, because the staff need to manually label the pictures, the labeling speed is slow and the efficiency is low; in addition, errors cannot be avoided during manual labeling, which may lead to inacc...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06K9/62
CPCG06T7/0002G06T2207/20081G06T2207/10004G06F18/24
Inventor 刘贵芹
Owner 北京慧影明图科技有限公司
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