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Element image generation method, device and system

An element image and image technology, applied in the field of device and system, element image generation method, can solve the problems of poor implementation effect and large information loss, etc.

Active Publication Date: 2019-10-22
ALIBABA GRP HLDG LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Although the method of machine learning is introduced in the related technology to generate fonts, the implementation effect is still not good due to the excessive loss of information in the process of data processing

Method used

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  • Element image generation method, device and system
  • Element image generation method, device and system
  • Element image generation method, device and system

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Embodiment Construction

[0104] In order to facilitate understanding of the embodiments of the present application, several elements introduced in the present application are firstly introduced here.

[0105] Convolutional Neural Network (CNN for short) is a kind of artificial neural network, which consists of a series of basic unit connections such as convolutional layers, nonlinear activation layers, pooling layers, normalization layers, and fully connected layers. .

[0106] Feature Map: A representation of features output by convolutional layers, pooling layers, fully connected layers, or other layers in the network.

[0107] In order to make the purpose, technical solution and advantages of the present application clearer, the technical solution of the present application will be clearly and completely described below in conjunction with specific embodiments of the present application and corresponding drawings. Apparently, the described embodiments are only some of the embodiments of the presen...

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Abstract

The invention discloses an element image generation method. The method comprises: generating a first feature map based on an initial element image; generating a second feature map based on the first feature map, taking the second feature map as a new first feature map, and iteratively executing the step of generating the second feature map; and generating a target element image corresponding to the initial element image based on the first feature map and the at least one second feature map, wherein the steps of generating the second feature map at least comprise: generating the second featuremap based on the first feature map and the down-sampling element image, obtaining the downsampling element image by performing sampling processing on the initial element image, and matching the downsampling element image with the first feature map in the spatial size. By adopting the embodiment of the invention, the target element images of different styles can be efficiently expanded accordingto the initial element images, the efficiency of constructing the element image library is improved, the information loss in the data processing process can be reduced, and the accuracy of the generated target element images can be improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a method, device and system for generating an element image. Background technique [0002] With the advent of the computer and Internet era, various graphic elements, such as fonts in fonts, cartoon characters, fancy symbols, etc., have become an indispensable part of people's work and life, making people's lives more colorful. Graphic elements with different styles combine the external artistic expression with the rich internal connotation, and become an effective means for people to express themselves. [0003] When building an image library of graphic elements (referred to as an element image library), it is often necessary to create a series of element images with the same style, and designers are required to design and produce each element image in the element image library one by one, which is time-consuming and labor-intensive. . Take the example of an elemen...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T11/60G06T9/00G06K9/62
CPCG06T11/60G06T9/00G06V10/757G06F18/22G06T11/00
Inventor 孙东慧张庆唐浩超
Owner ALIBABA GRP HLDG LTD
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