Image identification method and image identification device

An image recognition and image technology, applied in the field of image recognition, can solve problems such as poor user experience, easy recognition errors, and insufficient accuracy, and achieve the effect of improving recognition accuracy

Inactive Publication Date: 2017-03-29
BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, image recognition technology has been widely used. For example, users can use image recognition technology to identify faces, vehicle information, etc., but image recogniti

Method used

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  • Image identification method and image identification device
  • Image identification method and image identification device
  • Image identification method and image identification device

Examples

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Example Embodiment

[0056] The exemplary embodiments will be described in detail here, and examples thereof are shown in the accompanying drawings. When the following description refers to the accompanying drawings, unless otherwise indicated, the same numbers in different drawings represent the same or similar elements. The implementation manners described in the following exemplary embodiments do not represent all implementation manners consistent with the present disclosure. Rather, they are only examples of devices and methods consistent with some aspects of the present disclosure as detailed in the appended claims.

[0057] At present, image recognition technology has been widely used. For example, users can use image recognition technology to recognize human faces and vehicle information. However, image recognition technology in related technologies often lacks accuracy when recognizing information in images with small differences. It is easy to identify errors, leading to a bad user experien...

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Abstract

The invention relates to an image identification method and an image identification device. The method comprises the following steps: receiving an input to-be-identified image; acquiring global features and local features of a target object in the to-be-identified image; and acquiring to-be-identified information of the target object according to the global features and the local features. According to the technical scheme, the global features and the local features of the to-be-identified image can be acquired when the to-be-identified image is received, and then, the to-be-identified information of the target object displayed in the to-be-identified image is identified accurately according to the global features and the local features. The identification accuracy of the to-be-identified information is improved. Identification error due to high similarity and small difference between the to-be-identified information and the information of other objects in the category to which the target object belongs is avoided as much as possible.

Description

technical field [0001] The present disclosure relates to the technical field of image recognition, in particular to an image recognition method and device. Background technique [0002] At present, image recognition technology has been widely used. For example, users can use image recognition technology to identify faces, vehicle information, etc., but image recognition technology in related technologies often has insufficient accuracy when identifying information in images with small differences. It is easy to identify mistakes, resulting in a bad user experience. Contents of the invention [0003] Embodiments of the present disclosure provide an image recognition method and device. Described technical scheme is as follows: [0004] According to a first aspect of an embodiment of the present disclosure, an image recognition method is provided, including: [0005] Receiving an input image to be recognized; [0006] Acquiring the global features and local features of th...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/46G06K9/62G06N3/08
CPCG06N3/08G06V40/164G06V40/169G06V40/165G06V40/172G06V40/171G06V10/44G06V2201/08G06F18/24
Inventor 杨松
Owner BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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