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Method and device for recognizing text in image, electronic equipment and storage medium

A Chinese text and image technology, applied in the field of artificial intelligence, can solve problems such as low recognition efficiency, achieve the effect of improving recognition speed and accuracy, and solving low recognition efficiency

Pending Publication Date: 2022-03-15
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present disclosure provides a method, device, electronic device and storage medium for recognizing text in an image, so as to at least solve the technical problem of low efficiency in recognizing text in an image in the related art

Method used

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  • Method and device for recognizing text in image, electronic equipment and storage medium
  • Method and device for recognizing text in image, electronic equipment and storage medium
  • Method and device for recognizing text in image, electronic equipment and storage medium

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Embodiment Construction

[0021] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0022] It should be noted that the terms "first" and "second" in the specification and claims of the present disclosure and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodim...

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Abstract

The invention provides a method and device for recognizing a text in an image, electronic equipment and a storage medium, and relates to the field of artificial intelligence, in particular to the technical field of text recognition. According to the specific implementation scheme, text segmentation processing is conducted on an input image, an image segmentation result is obtained, display content in the input image comprises to-be-recognized characters, and the image segmentation result comprises segmentation mask images of multiple character field areas corresponding to the to-be-recognized characters; performing text classification processing on the image segmentation result, dividing the plurality of character field regions into a first part of character field region and a second part of character field region, the character distortion of the first part of character field region being greater than the character distortion of the second part of character field region; performing text correction processing on the first part text field area to obtain a correction result; and performing text recognition processing on the correction result and the second part of character field region to obtain a recognition result.

Description

technical field [0001] The present disclosure relates to the field of artificial intelligence, further relates to the technical field of text recognition, and in particular to a method, device, electronic device and storage medium for recognizing text in an image. Background technique [0002] Optical Character Recognition (OCR) technology refers to the process in which electronic devices check characters printed on paper, determine their shapes by detecting dark and bright patterns, and then use character recognition methods to translate the shapes into computer text. In tasks such as content review, photo translation, etc., the introduction of OCR technology can effectively improve the review efficiency and facilitate people's life and study. [0003] The text recognition technology in the related solution can only accurately recognize horizontal text in the image, but the recognition effect on curved text is poor, resulting in inaccurate final overall recognition results....

Claims

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Application Information

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IPC IPC(8): G06V10/26G06V30/148G06V10/24G06V10/774G06V30/19G06V10/764G06V10/82G06K9/62G06N3/04G06N3/08G06V30/10
CPCG06N3/08G06N3/045G06F18/214G06F18/241
Inventor 范森王晓燕吕鹏原章成全姚锟
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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