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Method and device for searching images by using images

A picture and gallery technology, applied in the computer field, can solve the problems of slow image search and low efficiency, and achieve the effect of avoiding jitter effects, ensuring search efficiency, and ensuring effectiveness

Pending Publication Date: 2019-10-08
ZHEJIANG DAHUA TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] Embodiments of the present invention provide a method and device for image search by image, which are used to solve the technical problems of slow image search speed and low efficiency in the prior art

Method used

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  • Method and device for searching images by using images
  • Method and device for searching images by using images
  • Method and device for searching images by using images

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Embodiment Construction

[0035] The technical solutions of the present invention will be described in detail below through the accompanying drawings and specific examples. It should be understood that the embodiments of the present invention and the specific features in the examples are detailed descriptions of the technical solutions of the present invention, rather than limitations to the technical solutions of the present invention. In the case of no conflict, the embodiments of the present invention and the technical features in the embodiments may be combined with each other.

[0036] It should be understood that in the description of the embodiments of the present invention, words such as "first" and "second" are only used to distinguish the purpose of description, and cannot be understood as indicating or implying relative importance, nor can they be understood as indicating or imply order. "Multiple" in the description of the embodiments of the present invention means two or more.

[0037] Th...

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Abstract

The invention provides a method and a device for searching images by using images, which are used for solving the technical problems of low image searching speed and low efficiency in the prior art. The method for searching images by using images comprises the following steps: carrying out dimension reduction processing on each image in an image library to obtain a feature vector of each image; calculating an average value of the feature vectors of all the images in the image library, and determining at least one reference image from the image library according to the average value; calculating and storing the similarity between each image in the image library and each reference image in the at least one reference image; after a image searching instruction is received, calculating the similarity between the to-be-searched image and each reference image; and searching Q images meeting a preset condition from the image library according to the similarity between the image to be searchedand each reference image and the similarity between each image in the image library and each reference image.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to a method and device for searching images by images. Background technique [0002] As the data information of images on the Internet is becoming larger and larger, the requirements of users for image search on the Internet are also constantly increasing. In order to improve the accuracy of image search, the "search image by image" technology came into being, allowing users to search for similar images by inputting images. [0003] The search process of "searching pictures by pictures" in the prior art is: extracting the feature vectors of the picture to be searched and all the pictures in the gallery, and then comparing the feature vectors of the picture to be searched with the feature vectors of each picture in the gallery for similarity Compare, determine the pictures whose similarity is within the preset range, and present them as target pictures to the user, thus completing...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/583G06F16/532
CPCG06F16/532G06F16/583
Inventor 李伟张军昌
Owner ZHEJIANG DAHUA TECH CO LTD
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