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Method and device for generating ceramic flower paper pattern based on preliminary sketch consistency

A pattern generation, ceramic technology, applied in the direction of 2D image generation, graphics image conversion, neural learning methods, etc., to achieve the effect of less training samples, automatic generation of machines, and high acquisition costs

Active Publication Date: 2018-09-14
JINGDEZHEN CERAMIC INSTITUTE
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  • Abstract
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Problems solved by technology

[0005] The purpose of the current sketch recognition is to use hand-drawn sketches to retrieve images containing sketch features from the image database. In order for the machine to understand the user's hand-drawn sketches and automatically generate patterns that do not exist in the image database, how to let the machine accurately acquire the user's The requirements for the ceramic decal pattern and the corresponding parameter information described in the provided sketch, and automatically generate Figure 1 It is a very important technical problem to obtain a consistent pattern on ceramic flower paper, and there is no better method at present.

Method used

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  • Method and device for generating ceramic flower paper pattern based on preliminary sketch consistency
  • Method and device for generating ceramic flower paper pattern based on preliminary sketch consistency
  • Method and device for generating ceramic flower paper pattern based on preliminary sketch consistency

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[0047] In order to make the object, technical solution and advantages of the present invention more clear, the present invention will be further described in detail below in conjunction with the examples. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0048] The method and device for generating ceramic decal pattern based on artificial intelligence sketch recognition according to the embodiments of the present invention will be described below with reference to the accompanying drawings.

[0049] Such as figure 1 As shown, the ceramic flower paper pattern generation demand recognition method based on sketch recognition in the embodiment of the present invention includes the following steps:

[0050] Step S101, constructing a pattern line labeling model of ceramic flower paper;

[0051] In this step, the line labeling model of the ceramic flower paper pattern is constr...

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Abstract

The invention, which belongs to the field of information processing technology and artificial intelligence, particularly relates to a method and device for generating a ceramic flower paper pattern based on preliminary sketch consistency. The method comprises: step one, constructing a ceramic flower paper pattern line marking model; step two, according to a ceramic flower paper pattern, acquiringa line mark of the ceramic flower paper pattern by using the ceramic flower paper pattern line marking model; step three, constructing a ceramic flower paper pattern generation model based on artificial neural network approximate modeling; and step four, on the basis of the ceramic flower paper pattern and the line mark, acquiring a ceramic flower paper pattern generation model by training based on artificial intelligence. According to the invention, the generation need, described by the hand-drawn sketch of the user, of the ceramic flower paper pattern is identified by using the ceramic flower paper pattern generating model, so that a ceramic flower paper pattern that conforms to the hand-drawn sketch of the user and meets the intention of the user is generated automatically.

Description

technical field [0001] The invention belongs to the field of information processing technology and the field of artificial intelligence, in particular to a grass Figure 1 A method and device for generating patterns on ceramic decals. Background technique [0002] With the development of artificial intelligence, especially the proposal of generating adversarial neural networks, the ability of computers to generate pictures comparable to real ones has been greatly improved. For example, the method for generating pictures of pests and diseases proposed in patent CN 107016406 A and the method for generating facial expression pictures proposed in patent CN 107220600 A can generate pictures that meet user needs to a certain extent according to user needs understood by machines. [0003] Hand-drawn sketches are a natural and direct way for human beings to externalize and communicate ideas. Sketches can use simple shapes to express people's abstract thinking intentions. When expres...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T11/00G06K9/46G06N3/08G06T3/00
CPCG06N3/08G06T11/003G06V10/44G06T3/14
Inventor 程昔恩李毅成程臻果聂宇欧阳安妮
Owner JINGDEZHEN CERAMIC INSTITUTE