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Cloth identification method and device and storage medium

A recognition method and cloth technology, which is applied in character and pattern recognition, instruments, computer parts, etc., can solve the problem of unsatisfactory recognition effect of both pattern texture and color, and achieve fast recognition speed and good recognition effect

Active Publication Date: 2019-06-28
WUXI XUELANG DIGITAL TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The existing technology is not ideal for the recognition of both pattern texture and color

Method used

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  • Cloth identification method and device and storage medium
  • Cloth identification method and device and storage medium
  • Cloth identification method and device and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0037] Please refer to figure 1 as shown, figure 1 It is a schematic flow chart of the cloth identification method provided by the embodiment of the present invention.

[0038] In this embodiment, the cloth identification method specifically includes the following steps:

[0039] S101. Extract the color features of the cloth image through the color feature extraction model; extract the pattern texture features of the cloth image through the pattern texture feature extraction model.

[0040] S102. Using the color feature and the pattern texture feature to represent the feature of the cloth.

[0041] S103. Input the image of the cloth to be recognized, and complete the recognition of the color characteristics and pattern texture characteristics of the cloth to be recognized.

[0042] Specifically, in this embodiment, extracting the color features of the cloth image through the color feature extraction model includes: cutting out a fixed size image from the cloth map, counting...

Embodiment 2

[0051] Based on the above cloth identification method, this embodiment provides a cloth identification device, which includes:

[0052] The color feature extraction unit is used to extract the color features of the cloth image through the color feature extraction model.

[0053] The pattern texture feature extraction unit is used to extract the pattern texture features of the cloth image through the pattern texture feature extraction model.

[0054] The cloth feature unit is used to express the characteristics of the cloth by using the color feature and the pattern texture feature.

[0055] The cloth recognition unit is used to complete the recognition of the color characteristics and pattern texture characteristics of the cloth to be recognized according to the image of the cloth to be recognized.

[0056] Specifically, the color feature extraction unit in this embodiment is specifically used to: cut out a fixed size image from the cloth map, count its color histogram, repre...

Embodiment 3

[0059] This embodiment provides a computer-readable storage medium, on which computer program instructions are stored, and when the computer program instructions are executed by a processor, the cloth identification method as described in the first embodiment above is implemented.

[0060] The technical solution of the present invention takes into account the pattern, texture and color of the cloth at the same time during recognition, and processes the color feature and the pattern texture feature of the cloth separately. In order to take into account the general pattern and texture details of the cloth, the feature extraction model has two branches, One is used for the classification of the general pattern, and the other is used for the recognition of the finer features of the fabric. The recognition speed is fast and the recognition effect is good.

[0061] Those of ordinary skill in the art can understand that all or part of the implementation of the above-mentioned embodime...

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Abstract

The invention discloses a cloth recognition method and device and a storage medium. The method comprises the steps that color features of a cloth image are extracted through a color feature extractionmodel; pattern texture features of the cloth image are extracted through a pattern texture feature extraction model; the characteristics of the cloth are represented by adopting the color characteristics and the pattern texture characteristics; and an image of the to-be-identified cloth is input to complete identification of the color features and the pattern texture features of the to-be-identified cloth. According to the invention, the pattern of the cloth is considered during identification; The method comprises the following steps: firstly, selecting cloth, textures and colors, separatelyprocessing color features and pattern texture features of the cloth, and making two branches for a feature extraction model in order to consider general patterns and texture details of the cloth, onebranch is used for classifying the general patterns, and the other branch is used for identifying finer features of the cloth, so that the identification speed is high, and the identification effectis good.

Description

technical field [0001] The invention relates to the technical field of cloth identification, in particular to a cloth identification method, device and storage medium. Background technique [0002] Cloth is a necessity for human life. The patterns, textures and colors of cloth are various, and it is not easy to describe in words, which makes it very difficult for manufacturers, sellers and cloth seekers of textile cloth to find a certain kind of cloth. If the cloth is recognized and matched with the cloth in the cloth library by scanning or taking pictures of the cloth, it can greatly save the time of finding the cloth, and can match the cloth with a pattern and color similar to the target cloth. If the fabric diagram is associated with the fabric production process, all the information of fabric production can be obtained, which can reduce the fabric production cycle and improve the company's benefits. Compared with other object recognition, cloth recognition has its uniq...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/46
Inventor 李书霞姜鹏
Owner WUXI XUELANG DIGITAL TECH CO LTD
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