Unlock instant, AI-driven research and patent intelligence for your innovation.

Image classification method, apparatus, computer equipment and storage medium

A classification method and image technology, applied in the computer field, can solve the problems of low accuracy and single classification basis.

Active Publication Date: 2022-07-05
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
View PDF6 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, using the existing neural network model to classify images, the accuracy rate is low due to the single classification basis.

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Image classification method, apparatus, computer equipment and storage medium
  • Image classification method, apparatus, computer equipment and storage medium
  • Image classification method, apparatus, computer equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0061] In order to make the purpose, technical solutions and advantages of the present application more clearly understood, the present application will be described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, but not to limit the present application.

[0062] The image classification method provided in the embodiment of this application can be applied to figure 1 computer equipment shown. The computer equipment includes a processor, memory, a network interface, a database, a display screen, and an input device connected by a system bus. Among them, the processor of the computer device is used to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium, an internal memory. The nonvolatile storage medium stores an operating system, a computer program, and a...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The present application relates to an image classification method, apparatus, computer equipment and storage medium. The method includes: inputting the original image into a preset first network to obtain the probability values ​​that a plurality of pixels in the original image are abnormal points; and judging whether the probability values ​​that the plurality of pixels are abnormal points exceeds the abnormal value probability threshold; obtain a suspected abnormal image according to the pixel points exceeding the abnormal probability threshold; trim the area representing the abnormality in the suspected abnormal image to obtain at least one suspected abnormal sub-region image; input the suspected abnormal sub-region image The preset second network obtains a classification result of each of the suspected abnormal sub-region images; and determines the category of the original image according to each of the classification results. By adopting the method, the classification efficiency of images can be improved, and the accuracy of image classification can be improved.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular, to an image classification method, apparatus, computer equipment and storage medium. Background technique [0002] With the rapid development of computer technology, computers have increasingly replaced people's labor, making people's work and life more and more convenient. [0003] In the modern medical field, imaging is an important basis for doctors to analyze the condition of the object of diagnosis and treatment. Usually, the object of diagnosis and treatment uses specialized imaging equipment to collect images in hospitals or physical examination institutions, and then analyze and classify the collected images to obtain the specific condition of the human body. Taking lung images as an example, in order to improve the efficiency of lung image classification, computer-aided classification technology is applied to lung image analysis. This technology can identi...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06N3/04G06N3/08G06V10/764G06V10/774G06V10/82
CPCG06N3/084G06N3/045G06F18/214G06F18/241
Inventor 何志强郑介志周翔
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD