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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 recognition and inaccurate results of subjective influence, so as to avoid the interference of subjective factors, improve the accuracy and improve the efficiency.

Active Publication Date: 2021-08-17
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] At present, the main method of image recognition is manual recognition, and the image content is judged by humans based on past experience and knowledge. However, manual recognition is not only inefficient, but also subject to subjective influence, resulting in inaccurate recognition results.

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

[0031] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.

[0032] Artificial Intelligence (AI) is a theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technique of computer science that attempts to understand the nature of intelligence and produce a new kind of intelligent machine th...

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PUM

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Abstract

The embodiment of the application discloses an image processing method, device, computer equipment and storage medium, and the application belongs to the computer vision technology in the field of artificial intelligence. The image processing method comprises: obtaining an image to be identified, extracting image instance features of the image to be identified, the image instance features comprising N original feature maps, any feature map pixel of any original feature map corresponding to an instance of the image to be identified; from N Extract K local key instance features at K scales from each original feature map, and superimpose K local key instance features as multi-scale instance features of the image to be recognized; extract global instances of the image to be recognized from N original feature maps Weight features: identify and process multi-scale instance features and global instance weight features to obtain the image recognition results of the image to be recognized. By adopting the present application, the efficiency and accuracy of image recognition can be improved.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular to an image processing method, device, computer equipment and storage medium. Background technique [0002] Image recognition refers to the processing, analysis and understanding of images to identify the image content. Image recognition is widely used in face recognition, expression recognition, etc. in the security field, as well as traffic sign recognition, license plate number recognition in the traffic field, and area of ​​interest recognition in the medical field. [0003] At present, the main method of image recognition is manual recognition, which judges the image content manually based on past experience and knowledge. However, manual recognition is not only inefficient, but also subject to subjective influence, which will cause inaccurate recognition results. Contents of the invention [0004] Embodiments of the present application provide an image proce...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/46G06K9/00
CPCG06V40/1347G06V40/168G06V40/193G06V10/40
Inventor 余双马锴郑冶枫刘含若王宁利
Owner TENCENT TECH (SHENZHEN) CO LTD
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