Method and device for detecting text

A text, to-be-detected technology, applied in the field of computer vision, can solve the problems of inability to accurately detect text lines, time-consuming, and a large amount of parameters, so as to reduce the time-consuming phenomenon, reduce the amount of calculation, and save time.

Pending Publication Date: 2022-06-28
北京贝壳时代网络科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Previous methods (CTPN, Detecting Textin Natural Image with Connectionist Text Proposal Network, etc.) usually need to predict many candidate boxes, and then merge the overlapping candidate boxes one by one, the number of parameters is

Method used

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  • Method and device for detecting text
  • Method and device for detecting text
  • Method and device for detecting text

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Embodiment Construction

[0035] The specific implementations of the embodiments of the present invention will be described in detail below with reference to the accompanying drawings. It should be understood that the specific implementation manners described herein are only used to illustrate and explain the embodiments of the present invention, and are not used to limit the embodiments of the present invention.

[0036] In the present invention, unless otherwise stated, the use of orientation words such as "up, down, left, right" generally refers to the division with the center point of the image or the candidate frame as the reference point, and the left border refers to the is the border on the left side of the center point, the right border refers to the border on the right side of the center point, the upper border refers to the border on the upper side of the center point, and the left border refers to the left border of the text area to be detected in the image. The candidate frame of the boundary

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PUM

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Abstract

The embodiment of the invention provides a method and device for detecting a text, and belongs to the field of computer vision. The method comprises the following steps: inputting an image of a to-be-detected text into a preset convolutional neural network structure to obtain candidate box information of each candidate box in a plurality of candidate boxes split from the image; for any candidate frame in the plurality of candidate frames, determining whether the candidate frame is located at a left boundary, a right boundary or other positions based on the left probability, the right probability and other probabilities of the candidate frame so as to determine whether the candidate frame is a left frame, a right frame or other frames; aiming at any left frame, determining a paired right frame according to the basic parameters of the left frame; and based on the basic parameters of the left frame and the basic parameters of the paired right frame, determining a line of text area detection frame. Therefore, the time consumption phenomenon is reduced, and the calculation speed is increased.

Description

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Claims

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Application Information

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Owner 北京贝壳时代网络科技有限公司
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