Research on the Application of Improved Style Transfer Algorithm in Ceramic Painting Decoration Design
Aiming at the problems of single communication mode and low popularization rate of decorative art of ceramic painting,this paper analyzes the problems of poor transfer effect of traditional style transfer algorithm,structural changes of original images after migration,and single transfer style.By using modern computer technology and artificial intelligence technology,this paper takes decorative pictures in Chinese ceramic art database as the research object.The watershed algorithm and local affine trans-form technology are introduced to improve the traditional style transfer algorithm.Specifically,the input image and reference im-age are divided by watershed algorithm to keep the shape of the image structure unchanged in the process of algorithm migration,and then the point,line and plane of the image do not change in the process of migration by local affine transformation.The ex-perimental results show that the improved style transfer algorithm not only overcomes the shortcoming that the traditional algo-rithm can only achieve a single transfer style,but also can better retain the pattern expression of ceramic painting decoration,fur-ther improve the quality of the generated pattern and the effect of ceramic painting decoration,and provide a new way for the pro-tection and inheritance of ceramic painting decoration techniques.
ceramic painting decorationwatershed algorithmstyle transfercultural and creative product design
NETL
NSTL
万方数据
