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Picture processing based clothes matching method and apparatus

A technology of image processing and clothing, applied in the field of image processing, can solve the problems of insufficient intelligence and humanization, unsatisfactory clothing management and matching effects, etc., and achieve a good matching effect

Active Publication Date: 2016-01-06
CHONGQING INST OF GREEN & INTELLIGENT TECH CHINESE ACADEMY OF SCI
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] In view of the shortcomings of the prior art described above, the purpose of the present invention is to provide a method and device for matching clothes based on image processing, which is used to solve the problem that the software for managing clothes in the prior art is not intelligent enough and humane and the effect is not ideal in the management and matching of clothes

Method used

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  • Picture processing based clothes matching method and apparatus
  • Picture processing based clothes matching method and apparatus
  • Picture processing based clothes matching method and apparatus

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Embodiment 1

[0051] see figure 1 , the present invention provides a method for matching clothes based on image processing. As shown in the figure, the method is executed on an electronic device, and specifically includes the following implementation steps:

[0052] S11. Obtain a clothing picture containing a clothing image.

[0053] Pictures containing clothing images refer to pictures containing clothing images such as clothes, pants, skirts, etc., and are collectively referred to as pictures containing clothing images for the convenience of description. Generally, the background in the picture is generally solid color except for the clothes image.

[0054] In a specific implementation, the acquisition of clothes pictures includes acquisition by electronic equipment and acquisition in a local wardrobe database.

[0055] In a specific implementation, the local wardrobe database includes a number of clothing pictures uploaded by electronic devices and classified and stored according to at...

Embodiment 2

[0093] See Figure 4 The present invention also provides a device for matching clothes based on image processing. As shown in the figure, the electronic device 400 includes: a first model generation unit 440, a second model generation unit 450, an image acquisition unit 410, Clothes collocation unit 420 and output unit 430, wherein, the first model generating unit 440 is suitable for generating the first collocation model by offline; the second model generating unit 450 is suitable for generating the second collocation model through deep learning training; the image acquisition unit 410 is suitable for Acquiring a picture of clothes includes taking pictures by the electronic device 400 and acquiring them in a local wardrobe database; the clothes matching unit 420 is adapted to respond to the clothes picture by the first matching model and identify at least one clothes picture from the local clothes database. A first clothing picture that matches the clothing picture, and gener...

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Abstract

The invention provides a picture processing based clothes matching method and apparatus. The method comprises: obtaining a clothes picture; at least identifying a first clothes picture matched with the clothes picture from a local clothes database by a first matching model in response to the clothes picture, and obtaining a first matching score; at least identifying a second clothes picture matched with the clothes picture from the local clothes database by a second matching model in response to the clothes picture, and obtaining a second matching score; and comparing the first matching score with the second matching score, and at least outputting the clothes picture corresponding to the relatively high matching score as recommended matching, wherein the first matching model is generated offline and the second matching model is generated through deep learning and training. According to the picture processing based clothes matching method and apparatus, texts and pictures comprising matching rules are separately trained to obtain two matching models, so that a better matching effect can be provided.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to a method and device for matching clothes based on image processing. Background technique [0002] With the generalization of smart mobile terminal equipment, various application software closely related to our life have also appeared on the mobile terminal, among which, the management software for clothes is a relatively popular one. [0003] The existing clothing management software recommends clothing suitable for travel through the weather and provides fashion matching. This kind of clothing recommendation is not based on the user's own preferences, and the user needs to match the clothing himself, which is not smart enough. In addition, there are functions of personal clothes management and collocation in the existing clothes management software. However, for personal clothing management, it relies on uploading personal clothing pictures, and relying on users to ma...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/50
Inventor 徐卉程诚石宇周曦
Owner CHONGQING INST OF GREEN & INTELLIGENT TECH CHINESE ACADEMY OF SCI
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