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Picture understanding method based on semantic reasoning

A picture and semantic technology, applied in the field of picture understanding based on semantic reasoning, can solve the problems of inability to deeply mine the potential content of the image and poor overall effect

Pending Publication Date: 2021-10-29
ZHENGZHOU UNIVERSITY OF LIGHT INDUSTRY
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the current picture understanding method based on semantic reasoning is not effective overall, and it is impossible to deeply mine the potential content in the image.

Method used

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  • Picture understanding method based on semantic reasoning
  • Picture understanding method based on semantic reasoning
  • Picture understanding method based on semantic reasoning

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Embodiment Construction

[0071] 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.

[0072] In describing the present invention, it should be understood that the terms "upper", "lower", "front", "rear", "left", "right", "top", "bottom", "inner", " The orientation or positional relationship indicated by "outside", etc. is based on the orientation or positional relationship shown in the drawings, and is only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the referred device or element must have a specific orientation, so as to Specific orientation configurations and operations, therefore, are not to be construed as limitations on the invention.

[0073] see figure 1 , a ...

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Abstract

The invention discloses a picture understanding method based on semantic reasoning, and belongs to the technical field of image processing. The invention discloses a semantic reasoning-based picture understanding method. The method comprises the following steps of S01, defining a set division function of an uncertain set; S02, defining a basic closeness function; defining a virtual boundary function and a real boundary function by the basic closeness function, and constructing a closeness combination function; and S03, designing a semantic reasoning decision-making method according to the close degree combination condition. The method can correctly analyze and understand the scene content, manage the image data, determine the important features contained in the image, judge the subject scene where the image is located, and deeply mine the potential scene subject content in the image.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to a method for understanding a picture based on semantic reasoning. Background technique [0002] In recent years, with the rapid development of smart devices, the communication between people has become more convenient and faster, and the content of information has become more abundant and diverse, which is no longer limited to the expression of text content. As an information carrier, images play an increasingly prominent role in people's daily life. Today, with the rapid development of information technology and social media, hundreds of millions of pictures appear on social networks every day. Faced with such a large amount of image data, how to effectively and automatically extract image scene features, implement accurate picture semantic understanding, and mine potential image features is an important problem that all departments that use image detection and recogni...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/46G06F17/15
CPCG06F17/15G06F18/2415
Inventor 吴青娥陈虎谢栋梁鲁迎波周林涛郭晓丽黄士国荣民希李勇宗涛李朋磊万国梁宋智超马志远安紫明郭昱杉余振强刘望杜思晗张妍妍朱城志
Owner ZHENGZHOU UNIVERSITY OF LIGHT INDUSTRY
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