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Cantonese porcelain classification and image synthesis by ensemble learning and generative adversarial Special Feature on Intelligent Design

Steven Szu-Chi CHEN, Hui CUI, Ming-han DU, Tie-ming FU, Xiao-hong SUN, Yi JI, Henry DUH

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 12,   Pages 1632-1643 doi: 10.1631/FITEE.1900399

Abstract: Accurate recognition of modern and traditional porcelain styles is a challenging issue in Cantoneseelements to generate synthesized images of Cantonese porcelain.Experimental results of 603 Cantonese porcelain images demonstrate that the proposed model outperformscreation indicate that the proposed system has the potential to engage the community in understanding Cantoneseporcelain and promote this intangible cultural heritage.

Keywords： Cantonese porcelain     Classification     Generative adversarial network     Creative arts    

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Cantonese porcelain classification and image synthesis by ensemble learning and generative adversarial

Steven Szu-Chi CHEN, Hui CUI, Ming-han DU, Tie-ming FU, Xiao-hong SUN, Yi JI, Henry DUH

Journal Article