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Box-type structure identification method and device, electronic equipment and storage medium

A structure recognition, box-type technology, applied in image data processing, instruments, calculations, etc., can solve the problem of inaccurate box-type structure recognition, and achieve the effect of improving efficiency and accuracy

Active Publication Date: 2020-11-20
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the identification of the box structure in the related art is not accurate enough

Method used

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  • Box-type structure identification method and device, electronic equipment and storage medium
  • Box-type structure identification method and device, electronic equipment and storage medium
  • Box-type structure identification method and device, electronic equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

example 1

[0176] Example 1. The box structure recognition device is a mobile terminal application program and module

[0177] The box-type structure recognition device 555 in the embodiment of the present application can be provided as a software module designed using programming languages ​​such as software C / C++ and Java, and embedded in various mobile terminal applications based on systems such as Android or iOS (in the form of executable instructions Stored in the storage medium of the mobile terminal and executed by the processor of the mobile terminal), so as to directly use the computing resources of the mobile terminal itself to complete the relevant box-type structure detection tasks, and regularly or irregularly transmit the processing results through various network communication methods to a remote server, or saved locally on the mobile terminal.

example 2

[0178] Example 2. The box-type structure recognition device is a server application program and platform

[0179] The box-type structure detection device 555 in the embodiment of the present application can be provided as application software designed using C / C++, Java and other programming languages ​​or as a dedicated software module in a large-scale software system, running on the server side (in the form of executable instructions) Stored in the storage medium on the server side and run by the processor on the server side), the server uses its own computing resources to complete relevant information recommendation tasks.

[0180] The embodiment of the present application can also be provided as a distributed and parallel computing platform composed of multiple servers, equipped with a customized and easy-to-interact network (Web) interface or other user interfaces (UI, User Interface), forming a user interface for individuals, Information recommendation platforms used by g...

example 3

[0181] Example 3. The box-type structure recognition device is a server-side application program interface (API, Application Program Interface) and a plug-in

[0182] The box structure recognition device 555 in the embodiment of the present application can be provided as a server-side API or plug-in for users to call to execute the box structure recognition method in the embodiment of the present application, and embedded in various application programs.

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Abstract

The invention provides a box-type structure identification method and device, electronic equipment and a computer readable storage medium. The method comprises the following steps: carrying out feature extraction processing on a to-be-identified image comprising a box-type structure to obtain initial features of the box-type structure; carrying out contour prediction processing on the to-be-identified image based on the initial features of the box-type structure to obtain a first contour line corresponding to the box-type structure in the to-be-identified image; performing box body predictionprocessing on the to-be-identified image based on the initial features of the box type structure to obtain a box body region corresponding to the box type structure in the to-be-identified image; carrying out edge detection processing on the box body area of the box-type structure to obtain a second contour line of the box-type area; performing integration processing on the first contour line of the box-type structure and the second contour line of the box-type area, and taking the coordinates of the contour lines obtained by integration as the position information of the box-type structure inthe to-be-identified image. According to the method disclosed in the invention, the accuracy of box-type structure identification is improved.

Description

technical field [0001] The present application relates to artificial intelligence technology, and in particular to a box structure recognition method, device, electronic equipment and computer-readable storage medium. Background technique [0002] Artificial Intelligence (AI) is a comprehensive technology of computer science. By studying the design principles and implementation methods of various intelligent machines, it enables machines to have the functions of perception, reasoning and decision-making. Artificial intelligence technology is a comprehensive subject that involves a wide range of fields, such as natural language processing technology and machine learning / deep learning. With the development of technology, artificial intelligence technology will be applied in more fields and play an increasingly important role. increasingly important value. [0003] The box-type structure recognition system is one of the important applications in the field of artificial intelli...

Claims

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Application Information

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IPC IPC(8): G06T7/13G06T7/73G06T7/12G06T7/187G06T7/66
CPCG06T2207/10004G06T2207/20061G06T2207/20081G06T2207/20084G06T7/12G06T7/13G06T7/187G06T7/66G06T7/73
Inventor 侯嘉悦郭双双龚星李斌
Owner TENCENT TECH (SHENZHEN) CO LTD
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