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Intelligent stylized icon generation method for mobile terminal

A mobile terminal and stylized technology, applied in the field of image processing, can solve the problems of designers such as improving efficiency, and achieve the effect of saving design man-hours

Pending Publication Date: 2020-08-25
TIANJIN UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

But for the second type of icons, there is no effective way to help designers improve efficiency

Method used

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  • Intelligent stylized icon generation method for mobile terminal
  • Intelligent stylized icon generation method for mobile terminal
  • Intelligent stylized icon generation method for mobile terminal

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Embodiment Construction

[0016] In order to further understand the invention content, characteristics and effects of the present invention, the following embodiments are enumerated hereby, and detailed descriptions are as follows in conjunction with the accompanying drawings:

[0017] See Figure 1 to Figure 3 , an intelligent generation method of stylized icons for mobile terminals, constructing a codec based on a deep neural network; using the encoder in the codec to extract feature maps for hand-drawn style icons and non-hand-drawn style icons respectively, set the extraction The hand-drawn style icon is characterized by F S ; Let the feature map of the extracted non-hand-drawn style icon be F C ; put F S and F C After fusion, it is input to the decoder in the codec, and the stylized icon is generated by the decoder.

[0018] The English feature map in the accompanying drawings and the instruction manual is interpreted as a feature map in Chinese. The Chinese interpretation of CNN is a convolu...

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Abstract

The invention discloses an intelligent stylized icon generation method for a mobile terminal. The method comprises the following steps: respectively extracting feature maps of a hand-painted style icon and a non-hand-painted style icon by using an encoder in an encoder / decoder, and setting the feature map of the extracted hand-painted style icon as FS; setting the extracted feature map of the non-hand-painted style icon as FC; and fusing the FS and the FC and then inputting the fused FS and FC into a decoder, and generating a stylized icon by the decoder. According to the method, related technologies of deep learning are utilized, application icons of the same style can be automatically generated after a designer provides a small number of hand-drawn icons, and the design man-hour is saved.

Description

technical field [0001] The invention relates to the technical field of image processing in computer application technology, in particular to a method for intelligently generating stylized icons for mobile terminals. Background technique [0002] At present, with the increasing number of mobile terminals, especially the popularity of smart phones. Users pay more attention to the interaction design of the terminal interface, and have more demands for the diversification of themes. At present, the production of theme icons is divided into two categories. The first category is to only change the back panel and color system of the icon. The icons in a set of themes use the same back panel, which is intuitively monotonous; the second category is the designer’s hand-painted icons. Each application corresponds to a hand-drawn icon, which is more popular with consumers, but requires more labor. There are hundreds or thousands of applications on a smart phone. If you want to redraw ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T11/00G06T11/80G06T9/00G06N3/04
CPCG06T11/001G06T11/80G06T9/002G06N3/045
Inventor 王倓孙美君
Owner TIANJIN UNIV
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