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Picture recognition for character contents and image contents

A technology in pictures and pictures, applied in the field of picture recognition, can solve problems such as long review period, high pressure on reviewers, difficult application of picture recognition technology, etc., and achieve the effect of accelerating release speed and improving experience

Inactive Publication Date: 2018-03-23
BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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  • Summary
  • Abstract
  • Description
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AI Technical Summary

Problems solved by technology

[0003] However, for pictures that include both text content and image content, the existing picture recognition technology is difficult to apply, and it is mostly done through manual review, which puts a lot of pressure on reviewers and a long review cycle

Method used

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  • Picture recognition for character contents and image contents
  • Picture recognition for character contents and image contents
  • Picture recognition for character contents and image contents

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Embodiment Construction

[0026] Before discussing the exemplary embodiments in greater detail, it should be mentioned that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although the flowchart depicts the operations as a sequential process, many of the operations may be performed in parallel, concurrently, or concurrently. Additionally, the order of operations can be rearranged. The process may be terminated when its operation is complete, but may also have additional steps not included in the figures. The processes may correspond to methods, functions, procedures, subroutines, subroutines, and the like.

[0027] In this context, "computer equipment", also referred to as "computer", refers to an intelligent electronic device that can execute predetermined processing procedures such as numerical calculations and / or logical calculations by running predetermined programs or instructions. It may include a processor and The memory, the processor executes the prog...

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Abstract

The objective of the invention provides a picture recognition method and device, a computer device, a computer readable storage medium and a computer program product. The picture recognition device positions the character region and the image region in a picture. Word vectors corresponding to the character contents in the character region are extracted; image characteristic vectors are extracted for the image region; and the word vectors and the image characteristic vectors are integrated, so semantic contents of the picture can be determined. Compared with the prior art, the invention provides a scheme for recognizing the picture through the computer device automatically, so content recognition and checking are performed before the picture including the character contents and the image contents is issued.

Description

technical field [0001] The invention relates to the technical field of picture recognition, in particular to a technology for semantic recognition of pictures including text content and image content. Background technique [0002] The current picture recognition technology has a higher accuracy rate for pictures with relatively single content, so that the automatic review is better. For example, for pictures whose content is either words, trademarks, or a single theme, the picture review system can directly identify the words or trademarks in the picture through OCR technology, or identify elements in the picture through image classification technology based on deep learning. , to determine whether it meets the publication criteria. [0003] However, for pictures that include both text content and image content, the existing picture recognition technology is difficult to apply, and it is mostly carried out through manual review, which puts a lot of pressure on reviewers, an...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/34G06F17/27
CPCG06F40/30G06V30/153
Inventor 邓玥琳高光明刘辉丁飞
Owner BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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