TY - JOUR
T1 - Printed Texture Guided Color Feature Fusion for Impressionism Style Rendering of Oil Paintings
AU - Geng, Jing
AU - Ma, Li’e
AU - Li, Xiaoquan
AU - Zhang, Xin
AU - Yan, Yijun
N1 - Funding Information:
This research work was financially supported by the Application of multi-sensor image information fusion technology in fountain landscape image, Project Number: 108/441219001; Technology Innovation Leading Program of Shaanxi Province, Project Number: 2020QFY03-04.
Copyright:
© 2022 by the authors.
PY - 2022/10/9
Y1 - 2022/10/9
N2 - As a major branch of Non-Photorealistic Rendering (NPR), image stylization mainly uses computer algorithms to render a photo into an artistic painting. Recent work has shown that the ex-traction of style information such as stroke texture and color of the target style image is the key to image stylization. Given its stroke texture and color characteristics, a new stroke rendering method is proposed. By fully considering the tonal characteristics and the representative color of the original oil painting, it can fit the tone of the original oil painting image into a stylized image whilst keeping the artist’s creative effect. The experiments have validated the efficacy of the proposed model in comparison to three state-of-the-arts. This method would be more suitable for the works of pointillism painters with a relatively uniform style, especially for natural scenes, otherwise, the results can be less satisfactory.
AB - As a major branch of Non-Photorealistic Rendering (NPR), image stylization mainly uses computer algorithms to render a photo into an artistic painting. Recent work has shown that the ex-traction of style information such as stroke texture and color of the target style image is the key to image stylization. Given its stroke texture and color characteristics, a new stroke rendering method is proposed. By fully considering the tonal characteristics and the representative color of the original oil painting, it can fit the tone of the original oil painting image into a stylized image whilst keeping the artist’s creative effect. The experiments have validated the efficacy of the proposed model in comparison to three state-of-the-arts. This method would be more suitable for the works of pointillism painters with a relatively uniform style, especially for natural scenes, otherwise, the results can be less satisfactory.
KW - feature fusion
KW - image stylization
KW - non-photorealistic rendering (NPR)
UR - http://www.scopus.com/inward/record.url?scp=85139921702&partnerID=8YFLogxK
U2 - 10.3390/math10193700
DO - 10.3390/math10193700
M3 - Article
AN - SCOPUS:85139921702
SN - 2227-7390
VL - 10
JO - Mathematics
JF - Mathematics
IS - 19
M1 - 3700
ER -