Image processing method and device, electronic equipment and storage medium

An image processing and image technology, applied in the fields of artificial intelligence, deep learning, and computer vision, it can solve the problems of no solution and easy misjudgment, and achieve the effect of increasing the degree of difference and improving the accuracy.

Pending Publication Date: 2022-04-15
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] In the application of face recognition technology, using the face recognition scheme provided in related technologies to perform face recognition on people (such as twins, etc.) who look very similar is prone to misjudgment
[0003] For the above problems, no effective solution has been proposed

Method used

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  • Image processing method and device, electronic equipment and storage medium
  • Image processing method and device, electronic equipment and storage medium
  • Image processing method and device, electronic equipment and storage medium

Examples

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Embodiment Construction

[0022] 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.

[0023] Existing face recognition systems often use test pictures and registration pictures for feature comparison. When the feature similarity is greater than a certain threshold, the test picture and the registration picture are considered to be the same person. This method is effective in most scenarios, but when there are very similar people (such as twins, etc.), mi...

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Abstract

The invention provides an image processing method and device, electronic equipment and a storage medium, and relates to the field of artificial intelligence, in particular to the technical field of deep learning and computer vision. According to the specific implementation scheme, feature extraction is carried out on each image in an image set, and a first feature of each image is obtained; determining a plurality of target images in the image set based on the first feature of each image; feature separation is carried out on the first features of the multiple target images, a second feature of each target image is obtained, and the second similarity of any two images is smaller than a preset similarity; and based on the second features of the plurality of target images, performing image recognition on the to-be-recognized image to obtain a recognition result of the to-be-recognized object contained in the to-be-recognized image. In the similar face image recognition process, an online feature separation method is adopted, and the problem that in the related technology, misjudgment is likely to occur when people with very similar lengths are distinguished is solved.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, in particular to the technical fields of deep learning and computer vision. Background technique [0002] In the application of face recognition technology, it is easy to misjudgment if the face recognition scheme provided in the related art is used to perform face recognition on people (such as twins, etc.) who look very similar. [0003] For the above problems, no effective solution has been proposed yet. Contents of the invention [0004] The present disclosure provides a method, device, electronic equipment, storage medium and computer program product for image processing. [0005] According to the first aspect of the present disclosure, an image processing method is provided, including: performing feature extraction on each image in the image collection to obtain the first feature of each image; based on the first feature of each image, determine the image Multip...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V40/16G06V10/74G06K9/62
Inventor 李弼彭楠希滕张刚
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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