TY - GEN
T1 - Research on Stylization Algorithm of Ceramic Decorative Pattern Based on Ceramic Cloud Design Service Platform
AU - Liu, Xinxin
AU - Huang, Hua
AU - Qiu, Meikang
AU - Liu, Meiqin
N1 - Publisher Copyright:
© 2020, Springer Nature Switzerland AG.
PY - 2020
Y1 - 2020
N2 - Aiming at the problem of limited universality of the ceramic decorative pattern generation method, based on cloud computing and deep learning, a ceramic decorative pattern stylization algorithm based on ceramic cloud design service platform is proposed. This approach adopts the VGG19 network structure to implement the image style transferring algorithm. To evaluate the effect of our approach, eight groups of experiments are conducted to compare the content image and style image, and the effect of parameter modification on the generated image. After a comparative analysis of the experiment, the generated ceramic decorative pattern is very close to the real ceramic decorative pattern, the effect is more realistic, and it is practical.
AB - Aiming at the problem of limited universality of the ceramic decorative pattern generation method, based on cloud computing and deep learning, a ceramic decorative pattern stylization algorithm based on ceramic cloud design service platform is proposed. This approach adopts the VGG19 network structure to implement the image style transferring algorithm. To evaluate the effect of our approach, eight groups of experiments are conducted to compare the content image and style image, and the effect of parameter modification on the generated image. After a comparative analysis of the experiment, the generated ceramic decorative pattern is very close to the real ceramic decorative pattern, the effect is more realistic, and it is practical.
KW - Ceramic cloud design service platform
KW - Ceramic decorative pattern
KW - Deep learning
KW - Image style transferring
UR - https://www.scopus.com/pages/publications/85092687750
U2 - 10.1007/978-3-030-60248-2_37
DO - 10.1007/978-3-030-60248-2_37
M3 - 会议稿件
AN - SCOPUS:85092687750
SN - 9783030602475
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 549
EP - 563
BT - Algorithms and Architectures for Parallel Processing - 20th International Conference, ICA3PP 2020, Proceedings
A2 - Qiu, Meikang
PB - Springer Science and Business Media Deutschland GmbH
T2 - 20th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2020
Y2 - 2 October 2020 through 4 October 2020
ER -