TY - GEN
T1 - Self-stylized neural painter
AU - Wang, Qian
AU - Guo, Cai
AU - Dai, Hong Ning
AU - Li, Ping
N1 - Funding Information:
The work was supported by Macau Science and Technology Development Fund under Key R &D Projects (0025/2019/AKP), and by The Hong Kong Polytechnic University (P0030419).
Funding Information:
The work was supported by Macau Science and Technology Development Fund under Key R & D Projects (0025/2019/AKP), and by The Hong Kong Polytechnic University (P0030419).
Publisher Copyright:
© 2021 Owner/Author.
PY - 2021/12
Y1 - 2021/12
N2 - This work introduces Self-Stylized Neural Painter (SSNP) creating stylized artworks in a stroke-by-stroke manner. SSNP consists of digit artist, canvas, style-stroke generator (SSG). By using SSG to generate style strokes, SSNP creates different styles paintings based on the given images. We design SSG as a three-player game based on a generative adversarial network to produce pure-color strokes that are crucial for mimicking the physical strokes. Furthermore, the digital artist adjusts parameters of strokes (shape, size, transparency, and color) to reconstruct as much detailed content of the reference image as possible to improve the fidelity.
AB - This work introduces Self-Stylized Neural Painter (SSNP) creating stylized artworks in a stroke-by-stroke manner. SSNP consists of digit artist, canvas, style-stroke generator (SSG). By using SSG to generate style strokes, SSNP creates different styles paintings based on the given images. We design SSG as a three-player game based on a generative adversarial network to produce pure-color strokes that are crucial for mimicking the physical strokes. Furthermore, the digital artist adjusts parameters of strokes (shape, size, transparency, and color) to reconstruct as much detailed content of the reference image as possible to improve the fidelity.
UR - http://www.scopus.com/inward/record.url?scp=85123783758&partnerID=8YFLogxK
U2 - 10.1145/3476124.3488617
DO - 10.1145/3476124.3488617
M3 - Conference article published in proceeding or book
AN - SCOPUS:85123783758
T3 - Proceedings - SIGGRAPH Asia 2021 Posters, SA 2021
SP - 1
EP - 2
BT - Proceedings - SIGGRAPH Asia 2021 Posters, SA 2021
A2 - Spencer, Stephen N.
PB - Association for Computing Machinery, Inc
T2 - SIGGRAPH Asia 2021 Posters - Computer Graphics and Interactive Techniques Conference - Asia, SA 2021
Y2 - 14 December 2021 through 17 December 2021
ER -