文献类型：期刊文献

英文题名：Shanghai-Style Realistic Style Watercolor Painting Style Transfer by Using RSIM Evaluation

作者：Fu, Rongrong[1]; Wang, Yuanyuan[1]; Lin, Jiajun[2]; Fan, Ruiyang[2]; Zhao, Han[1]

机构：[1] School of Art Design and Media, East China University of Science and Technology, Xuhui District, No. 130, Meilong Road, Shanghai, 200237, China; [2] School of Information Science and Engineering, East China University of Science and Technology, Xuhui District, No. 130, Meilong Road, Shanghai, 200237, China

年份：2022

卷号：801 LNEE

起止页码：670

外文期刊名：Lecture Notes in Electrical Engineering

收录：EI(收录号：20214411093796)

语种：英文

外文关键词：Painting

摘要：As an important branch of Shanghai-style painting and the source of the development of Chinese watercolor painting, Shanghai-style watercolor painting has distinctive style characteristics, but it is undergoing a dilemma in the inheritance due to the limited application scenes. This paper exploits the VGG19 feature extraction model and Gatys algorithm to carry out image transfer, where reduced structural similarity index RSIM (Reduced Structural Similarity) is proposed to measure the transfer image by sub-index for selecting the optimal transfer image. The style samples of Shanghai-style realistic watercolor paintings and the content samples of Hudecs buildings are transferred to generate materials with distinctive features of Shanghai-style watercolor paintings. On this basis of generated materials, a series of cultural and creative product designs can be created. ? 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.