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Image processing method, device, processing device and storage medium thereof

An image processing and processor technology, applied in the field of image search, can solve problems such as inability to effectively search for images, unsatisfactory performance, and different and rich content

Active Publication Date: 2021-06-22
BEIJING KUANGSHI TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Keyword search, the searched pictures may not be what the user wants, because the search engine only checks whether the word matching of the picture matches the keyword, but the word matching of the picture may not be closely related to the content of the picture itself; search for pictures by picture, It is sorted by the similarity of pictures, so the results will be highly similar, often only the difference in resolution and size, and cannot provide users with similar but different rich content; the functional technology to describe the image search is not yet mature, the performance is not ideal, and Description mostly refers to the description of object types and positional relationships, rather than more abstract objects such as words
[0004] In view of the problem in the prior art that it is impossible to effectively search for images containing target text, no effective solution has been proposed yet

Method used

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  • Image processing method, device, processing device and storage medium thereof
  • Image processing method, device, processing device and storage medium thereof
  • Image processing method, device, processing device and storage medium thereof

Examples

Experimental program
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Effect test

Embodiment 1

[0030] First, refer to figure 1 The electronic device 100 for implementing the embodiment of the present invention will be described. The electronic device 100 can be used to implement the image processing method and other operations of the various embodiments of the present invention.

[0031] Such as figure 1 As shown, the electronic device 100 includes one or more processors 102, one or more memories 104, an input device 106, an output device 108, and a data collector 110, and these components are connected through a bus system 112 and / or other forms ( not shown) interconnection. It should be noted that figure 1 The components and structure of the electronic device 100 shown are only exemplary, not limiting, and the electronic device may also have other components and structures as required.

[0032] The processor 102 may be implemented in at least one hardware form of a digital signal processor (DSP), a field programmable gate array (FPGA), a programmable logic array (...

Embodiment 2

[0039] see figure 2 A flow chart of an image processing method is shown, the method can be executed by the electronic device provided in the foregoing embodiment, and the method specifically includes the following steps:

[0040] Step S202, receiving a picture search request.

[0041] When the user wants to search for pictures through text, the search request can be entered in the following manner: input the text to be searched, a regular expression or a question, that is, the user wants to search for pictures containing the text corresponding to the above search request.

[0042] Step S204, determining the target text according to the image search request.

[0043] Corresponding to the text to be searched, regular expressions or questions input by the user, it can be determined that the text contained in the picture that the user wants to search is the target text, for example, the text to be searched can be used as the target text, or the translated text of the text to be ...

Embodiment 3

[0070] Before executing the method provided by the foregoing embodiment, the system including the foregoing first neural network model or the foregoing second neural network model may be deployed to the foregoing electronic device, such as a server. After receiving the user's search request, look for pictures containing the text entered by the user in the gallery, and after duplication is appropriately deleted, sorted by similarity and returned.

[0071] The above system may include the following modules: model inference module, database module, user input module and result return module. The model inference module is used to store the above-mentioned trained neural network model and pre-text recognition of pictures; the database module is used to store the pictures containing text and the text contained in the pictures identified by the model inference module; the user input module , which is used to receive the search request input by the user, that is, to provide the user i...

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PUM

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Abstract

The present invention relates to the technical field of image search, in particular to an image processing method, device, processing equipment and storage medium thereof. The method includes: receiving a picture search request; determining the target text according to the picture search request; searching the target text in the picture library; wherein the picture and the text contained in the picture are stored in the picture library; according to the search result of the target text, determining the target text The corresponding target picture and output the target picture. The embodiment of the present invention provides an image processing method, device, processing equipment and storage medium thereof, in which a target text is determined through a picture search request, and the target text is stored in a picture library in which pictures and text recognized from the pictures are stored in advance Searching is performed, so that pictures containing the target text can be searched out, and the effect of searching pictures through text is improved.

Description

technical field [0001] The present invention relates to the technical field of image search, in particular to an image processing method, device, processing equipment and storage medium thereof. Background technique [0002] At present, all major search engines can provide a picture search function, and provide users with relevant picture materials on the Internet through the search program. Classified according to the search principle, mainly including the following methods: keyword search; image search (or image URL); a small number of platforms also support image description search. [0003] Keyword search, the searched pictures may not be what the user wants, because the search engine only checks whether the word matching of the picture matches the keyword, but the word matching of the picture may not be closely related to the content of the picture itself; search for pictures by picture, It is sorted by the similarity of pictures, so the results will be highly similar,...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/583G06F16/532G06N3/08
Inventor 顾泽琪
Owner BEIJING KUANGSHI TECH CO LTD
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