Sand painting conversion based on detail preservation

doi:10.1016/j.cag.2023.07.012

CORC > 自动化研究所 > 中国科学院自动化研究所 > 多模态人工智能系统全国重点实验室

	Sand painting conversion based on detail preservation
	Zhu, Mengting 3; Yang, Meng 3,4; Meng, Weiliang 5,6; Li, Ping 1,2
刊名	COMPUTERS & GRAPHICS-UK
	2023-10-01
卷号	115 页码:371-381
关键词	Parameter optimization Detail painting Edge processing
ISSN号	0097-8493
DOI	10.1016/j.cag.2023.07.012
通讯作者	Yang, Meng(yangmeng@bjfu.edu.cn)
英文摘要	Sand painting is a significant form of artistic expression. It is necessary to convert real photographs into sand painting style automatically. However, current methods for creating artwork mostly concentrate on oil painting, watercolor painting, and other fields, with little involvement in sand painting. In this paper, we propose a sand painting conversion algorithm that aims to create a unique art style while preserving details. Our Sand Painting Conversion (SPC) method consists of two primary processes: coarse waving for the whole image and detail preservation for specific parts. The former process involves parameter optimization to render the entire image and obtain preliminary sand painting results. The latter process comprises three parts: detail painting based on sand reduction, refined waving for inhomogeneous areas, and edge detail processing based on multi-technique selection, in order to achieve detail preservation from a source image to the sand painting style. Our SPC can generate a series of realistic sand painting works without any user intervention. Comparative experiments and user feedback have revealed the effectiveness and superiority of our algorithm in converting natural images into high-quality and realistic sand painting style images. (c) 2023 Elsevier Ltd. All rights reserved.
资助项目	National Natural Science Foundation of China[62071157] ; National Natural Science Foundation of China[52175493] ; National Natural Science Foundation of China[62102414] ; Open Project Program of State Key Laboratory of Virtual Reality Technology and Systems, Beihang University[VRLAB2023B01] ; Hong Kong Polytechnic University[P0042740] ; Hong Kong Polytechnic University[P0030419] ; Hong Kong Polytechnic University[P0043906]
WOS研究方向	Computer Science
语种	英语
出版者	PERGAMON-ELSEVIER SCIENCE LTD
WOS记录号	WOS:001047073100001
资助机构	National Natural Science Foundation of China ; Open Project Program of State Key Laboratory of Virtual Reality Technology and Systems, Beihang University ; Hong Kong Polytechnic University
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/53984]
专题	多模态人工智能系统全国重点实验室
通讯作者	Yang, Meng
作者单位	1.Hong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R China 2.Hong Kong Polytech Univ, Sch Design, Hong Kong, Peoples R China 3.Beijing Forestry Univ, Sch Informat Sci & Technol, Beijing 100083, Peoples R China 4.Engn Res Ctr Forestry oriented Intelligent Inform, Beijing 100083, Peoples R China 5.Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence, Beijing 100190, Peoples R China 6.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
推荐引用方式 GB/T 7714	Zhu, Mengting,Yang, Meng,Meng, Weiliang,et al. Sand painting conversion based on detail preservation[J]. COMPUTERS & GRAPHICS-UK,2023,115:371-381.
APA	Zhu, Mengting,Yang, Meng,Meng, Weiliang,&Li, Ping.(2023).Sand painting conversion based on detail preservation.COMPUTERS & GRAPHICS-UK,115,371-381.
MLA	Zhu, Mengting,et al."Sand painting conversion based on detail preservation".COMPUTERS & GRAPHICS-UK 115(2023):371-381.