Automatic Constraint Detection for 2D Layout Regularization

doi:10.1109/TVCG.2015.2480059

	Automatic Constraint Detection for 2D Layout Regularization
	Jiang, Haiyong1,2 ; Nan, Liangliang 2; Yan, Dong-Ming1,2 ; Dong, Weiming1 ; Zhang, Xiaopeng1 ; Wonka, Peter 2,3; Dong-Ming Yan
发表期刊	IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
	2016-08-01
卷号	22 期号:8 页码:1933-1944
文章类型	Article
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.
关键词	Layout Regularization Constraint Detection Constraint Analysis Linear Integer Programming
WOS标题词	Science & Technology ; Technology
DOI	10.1109/TVCG.2015.2480059
关键词[WOS]	3D GEOMETRY ; FACADE
收录类别	SCI
语种	英语
项目资助者	KAUST Visual Computing Center ; China National 863 Program(2015AA016402) ; National Natural Science Foundation of China(61372168 ; U.S. National Science Foundation ; 61331018 ; 61372190 ; 61272327)
WOS研究方向	Computer Science
WOS类目	Computer Science, Software Engineering
WOS记录号	WOS:000380035800001
引用统计	被引频次：7[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/12166
专题	多模态人工智能系统全国重点实验室_多媒体计算中国科学院自动化研究所
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
第一作者单位	模式识别国家重点实验室
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.

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