Article pool generation method and device, picture search method and device, electronic equipment and medium

A technology of image search and item, which is applied in still image data retrieval, electronic digital data processing, digital data information retrieval, etc. It can solve the problem that the image of the item that the user needs cannot be searched, and achieve the effect of guaranteeing accuracy

Active Publication Date: 2021-01-26
BEIJING WODONG TIANJUN INFORMATION TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, there are the following technical problems in the prior art: the existing item pool generation scheme may lead to the fact that it is impossible to search for an item picture that really meets the user's needs in the item pool corresponding to the visual information of the image to be searched

Method used

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  • Article pool generation method and device, picture search method and device, electronic equipment and medium
  • Article pool generation method and device, picture search method and device, electronic equipment and medium
  • Article pool generation method and device, picture search method and device, electronic equipment and medium

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Experimental program
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Embodiment 1

[0040] figure 1 It is a flowchart of a method for generating an item pool provided in Embodiment 1 of the present invention. This embodiment is applicable to a situation where an item pool is generated based on visual information of item pictures. The method can be executed by the item pool generation device provided by the embodiment of the present invention, the device can be realized by software and / or hardware, and the device can be integrated on an electronic device, which can be various user terminals or servers.

[0041] see figure 1 , the method of the embodiment of the present invention specifically includes the following steps:

[0042] S110. Obtain the sample picture features of each sample picture in the item picture, divide the feature space in which each sample picture feature is located, and determine the visual category features of the feature subspace according to the sample picture features in the divided feature subspace.

[0043]Among them, as described ...

Embodiment 2

[0053] figure 2 It is a flow chart of a method for generating an item pool provided in Embodiment 2 of the present invention. This embodiment is optimized on the basis of the above-mentioned technical solutions. In this embodiment, optionally, the feature space where the features of each sample picture are located is divided, and the visual category features of the feature subspace are determined according to the features of each sample picture in the divided feature subspace, which may specifically include: Cluster the features of each sample picture to obtain multiple clustering results; for each clustering result, the cluster center in the clustering result is used as the visual class of the feature subspace where the features of each sample picture in the clustering result are located. item features. Wherein, explanations of terms that are the same as or corresponding to the above-mentioned embodiments are not repeated here.

[0054] see figure 2 , the method of this...

Embodiment 3

[0068] Figure 4 It is a flowchart of a picture search method provided in Embodiment 3 of the present invention. This embodiment is applicable to the situation where the image to be searched is searched in a pool of items to be searched that match its visual information. The method can be executed by the image search device provided in the embodiment of the present invention, the device can be implemented by software and / or hardware, the device can be integrated in a picture search system, the image search system can be integrated on an electronic device, the Electronic devices can be various user terminals or servers.

[0069] see Figure 4 , the method of the embodiment of the present invention specifically includes the following steps:

[0070] S310. When a trigger event of the image search is detected, acquire the feature of the image to be searched corresponding to the trigger event and the item pool generated according to the item pool generation method provided in an...

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Abstract

The embodiment of the invention discloses an article pool generation method and device, a picture search method and device, electronic equipment and a medium. The article pool generation method comprises the steps of obtaining sample picture features of sample pictures in article pictures, dividing a feature space where the sample picture features are located, and determining visual category features of a feature subspace according to the sample picture features in the feature subspace obtained through division; for the article picture features of each article picture, dividing the article picture features into corresponding feature subspaces according to the visual category features; and for each feature subspace, generating an article pool corresponding to the visual category features ofthe feature subspace according to the article picture features in the feature subspace. According to the technical scheme of the embodiment of the invention, the article pool which belongs to the same article pool and has high consistency of the article picture features in the visual information can be generated, so that the accuracy of subsequent picture search is effectively ensured.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of computer applications, and in particular to a method for generating an item pool, a method for searching images, a device, electronic equipment, and a medium. Background technique [0002] Image search technology is currently widely used in the field of e-commerce. It searches the images to be searched uploaded by users in the item pool, which stores the item pictures and item information of each item, and then can compare the items in the item pool with The item information corresponding to the item picture that is relatively similar to the image to be searched for is returned to the user, thereby increasing the probability that the user can subsequently obtain the item corresponding to the item information. [0003] However, the following technical problems exist in the prior art: the existing item pool generation scheme may lead to the fact that it is impossible to search for ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/583G06F16/535G06F16/55G06F16/538G06K9/62G06Q30/06
CPCG06F16/583G06F16/535G06F16/55G06F16/538G06Q30/0625G06F18/23213
Inventor 陈家炜于伟王林芳梅涛周伯文
Owner BEIJING WODONG TIANJUN INFORMATION TECH CO LTD
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