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Irregular text correction method and device, computer equipment and storage medium

A text correction and irregular technology, applied in the field of image recognition, can solve the problems of low recognition accuracy of irregular text, achieve the effect of reducing recognition difficulty, avoiding low accuracy, and improving recognition accuracy

Inactive Publication Date: 2020-06-05
上海眼控科技股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Based on this, it is necessary to provide a method, device, computer equipment and storage medium for correcting irregular text that can improve the accuracy of recognition for the above-mentioned problem of low recognition accuracy of irregular text

Method used

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  • Irregular text correction method and device, computer equipment and storage medium
  • Irregular text correction method and device, computer equipment and storage medium
  • Irregular text correction method and device, computer equipment and storage medium

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Embodiment Construction

[0037] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0038] The irregular text correction method provided by this application can be applied to such as figure 1 shown in the application environment. Wherein, the terminal 102 communicates with the server 104 through the network. In this embodiment, the terminal 102 can be various devices with image acquisition functions, such as but not limited to various smart phones, tablet computers, cameras and portable image acquisition devices , the server 104 may be implemented by an independent server or a server cluster composed of multiple servers. Specifically, the terminal 102 i...

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PUM

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Abstract

The invention relates to an irregular text correction method and device, computer equipment and a storage medium. The method comprises the following steps: positioning an irregular text region in a to-be-detected image; correcting each character in the positioned irregular text region based on the irregular text correction method of deep learning, and then splicing the corrected characters to obtain a target text region such that the problem of low accuracy of machine recognition of the irregular text region is avoided, the recognition accuracy is improved, and the recognition difficulty is reduced.

Description

technical field [0001] The present application relates to the technical field of image recognition, in particular to an irregular text correction method, device, computer equipment and storage medium. Background technique [0002] With the development of artificial intelligence technology, more and more tedious work is replaced by machines. As an important basic technology, text recognition has great application value and broad application prospects. [0003] However, most of the images to be detected contain complex backgrounds, such as the text in the image may have different colors, sizes, fonts, and angles. These factors will bring great difficulties and challenges to text recognition. In addition, the existing character recognition methods generally only detect horizontal characters, and often produce errors when recognizing tilted or rotated characters. Therefore, the recognition accuracy for irregular characters is low. Contents of the invention [0004] Based on...

Claims

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Application Information

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IPC IPC(8): G06K9/32G06K9/62
CPCG06V10/242G06V30/1478G06F18/241
Inventor 周康明于洋
Owner 上海眼控科技股份有限公司
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