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Image searching method and device, electronic equipment and computer readable storage medium

An image search and library image technology, applied in the field of image processing, can solve the problem of inaccurate results and achieve the effect of accurate search results

Pending Publication Date: 2022-03-04
SHENZHEN XUMI YUNTU SPACE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, an embodiment of the present disclosure provides an image search method, device, electronic device, and computer-readable storage medium to solve the problem of inaccurate image search results in the prior art

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  • Image searching method and device, electronic equipment and computer readable storage medium
  • Image searching method and device, electronic equipment and computer readable storage medium
  • Image searching method and device, electronic equipment and computer readable storage medium

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Embodiment Construction

[0031] In the following description, for the purpose of illustration rather than limitation, specific details such as specific system structures and techniques are presented for a thorough understanding of the embodiments of the present disclosure. It will be apparent, however, to one skilled in the art that the present disclosure may be practiced in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present disclosure with unnecessary detail.

[0032] An image search method and device according to an embodiment of the present disclosure will be described in detail below with reference to the accompanying drawings.

[0033] figure 1 is a schematic diagram of an application scenario of an embodiment of the present disclosure. The application scenario may include terminal devices 1 , 2 and 3 , a server 4 and a network 5 .

[00...

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Abstract

The invention relates to the technical field of image processing, and provides an image searching method and device, electronic equipment and a computer readable storage medium. The method comprises the steps of obtaining a to-be-searched image; inputting a to-be-searched image into the feature extraction model to obtain the image feature and the quality score of the to-be-searched image; wherein the feature extraction model is determined by performing adaptive interval training based on a sample image quality score, and the sample image quality score is determined by a preset feature extraction model according to an input sample image; calculating the similarity between the to-be-searched image and each library image according to the image features and the quality scores; and according to the similarity, determining a target library image associated with the to-be-searched image. According to the method, the feature extraction model performs adaptive interval adjustment in combination with the image quality during training, and the obtained feature extraction model can extract more accurate image features from the input to-be-searched image, so that a more accurate search result is obtained during image search.

Description

technical field [0001] The present disclosure relates to the technical field of image processing, and in particular to an image search method, device, electronic equipment, and computer-readable storage medium. Background technique [0002] Image search is a professional search engine system that provides users with retrieval services for relevant graphic and image data on the Internet by searching image text or visual features, and is a subdivision of search engines. One of the image search methods is to search for images that are the same as or similar to the image by uploading an image. [0003] However, in the related art, the image search method only describes the image features, does not take into account the problem of inconsistent image quality, does not optimize the images with inconsistent quality, and the obtained image feature distribution is not accurate enough, which easily leads to image The search results were not accurate enough. Contents of the invention...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/583G06V10/82G06T7/00G06V10/762G06V40/16G06V10/40
CPCG06F16/583G06T7/0002G06T2207/30168G06T2207/30201G06T2207/20081G06T2207/20084G06F18/2321G06F18/22
Inventor 杨战波黄泽元
Owner SHENZHEN XUMI YUNTU SPACE TECH CO LTD