Automatic Constraint Detection for 2D Layout Regularization
Jiang, Haiyong1,2; Nan, Liangliang2; Yan, Dong-Ming1,2; Dong, Weiming1; Zhang, Xiaopeng1; Wonka, Peter2,3; Dong-Ming Yan
2016-08-01
发表期刊IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
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
DOI10.1109/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:2[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
专题模式识别国家重点实验室_多媒体计算与图形学
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
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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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