Automatic Constraint Detection for 2D Layout Regularization

doi:10.1109/TVCG.2015.2480059

CORC > 自动化研究所 > 中国科学院自动化研究所 > 模式识别国家重点实验室 > 多媒体计算与图形学团队

	Automatic Constraint Detection for 2D Layout Regularization
	Jiang, Haiyong 1,2; Nan, Liangliang 2; Yan, Dong-Ming1,2 ; Dong, Weiming1 ; Zhang, Xiaopeng1 ; Wonka, Peter 2,3; Dong-Ming Yan
刊名	IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
	2016-08-01
卷号	22 期号:8 页码:1933-1944
关键词	Layout Regularization Constraint Detection Constraint Analysis Linear Integer Programming
DOI	10.1109/TVCG.2015.2480059
文献子类	Article
英文摘要	In this paper, we address the problem of constraint detection for layout regularization. The layout we consider is a set of two-dimensional elements where each element is represented by its bounding box. Layout regularization is important in digitizing plans or images, such as floor plans and facade images, and in the improvement of user-created contents, such as architectural drawings and slide layouts. To regularize a layout, we aim to improve the input by detecting and subsequently enforcing alignment, size, and distance constraints between layout elements. Similar to previous work, we formulate layout regularization as a quadratic programming problem. In addition, we propose a novel optimization algorithm that automatically detects constraints. We evaluate the proposed framework using a variety of input layouts from different applications. Our results demonstrate that our method has superior performance to the state of the art.
WOS关键词	3D GEOMETRY ; FACADE
WOS研究方向	Computer Science
语种	英语
WOS记录号	WOS:000380035800001
资助机构	KAUST Visual Computing Center ; China National 863 Program(2015AA016402) ; National Natural Science Foundation of China(61372168 ; U.S. National Science Foundation ; 61331018 ; 61372190 ; 61272327)
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/12166]
专题	自动化研究所_模式识别国家重点实验室_多媒体计算与图形学团队
通讯作者	Dong-Ming Yan
作者单位	1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit NLPR, Beijing 100190, Peoples R China 2.KAUST, Thuwal 239556900, Saudi Arabia 3.Arizona State Univ, Tempe, AZ 85287 USA
推荐引用方式 GB/T 7714	Jiang, Haiyong,Nan, Liangliang,Yan, Dong-Ming,et al. Automatic Constraint Detection for 2D Layout Regularization[J]. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,2016,22(8):1933-1944.
APA	Jiang, Haiyong.,Nan, Liangliang.,Yan, Dong-Ming.,Dong, Weiming.,Zhang, Xiaopeng.,...&Dong-Ming Yan.(2016).Automatic Constraint Detection for 2D Layout Regularization.IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,22(8),1933-1944.
MLA	Jiang, Haiyong,et al."Automatic Constraint Detection for 2D Layout Regularization".IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 22.8(2016):1933-1944.