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Facade repetition detection in a fronto-parallel view with fiducial lines extraction

文献类型：期刊论文

作者Xiao, Hongfei; Meng, Gaofeng; Wang, Lingfeng; Pan, Chunhong
刊名NEUROCOMPUTING
出版日期2018-01-17
卷号273期号:99页码:435-447
关键词Repetition Detection Facade Labeling Line Detection Line Extraction
DOI10.1016/j.neucom.2017.07.040
文献子类Article
英文摘要Detecting repetitive structures on building facades plays an important role in facade image analysis. Observing that repetitions are usually horizontally and vertically aligned, and thereby can be localized by the horizontal and vertical lines passing along the repetition boundaries, we propose to detect repetitions by extracting these fiducial lines. Firstly, candidate lines are detected, containing both the fiducial lines and some mistaken lines passing across facade wall or repetitive structures. Secondly, to pick out the fiducial lines, we formulate a maximum a posterior problem to measure the probabilities that the lines can localize the repetitions. Finally, a dynamic programming based algorithm is developed to solve the problem efficiently. To evaluate the proposed approach, we implement a series of experiments on a dataset containing 60 facade images as well as the public Ecole Central Paris facade dataset. Both qualitative and quantitative results demonstrate the effectiveness of our approach. (C) 2017 Elsevier B.V. All rights reserved.
WOS关键词SYMMETRY DETECTION
WOS研究方向Computer Science
语种英语
WOS记录号WOS:000414762100042
资助机构Projects of the National Natural Science Foundation of China(61370039 ; Beijing Nature Science Foundation(4162064) ; 61403376 ; 91338202)
源URL[http://ir.ia.ac.cn/handle/173211/15344]  
专题自动化研究所_模式识别国家重点实验室_遥感图像处理团队
作者单位Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Xiao, Hongfei,Meng, Gaofeng,Wang, Lingfeng,et al. Facade repetition detection in a fronto-parallel view with fiducial lines extraction[J]. NEUROCOMPUTING,2018,273(99):435-447.
APA Xiao, Hongfei,Meng, Gaofeng,Wang, Lingfeng,&Pan, Chunhong.(2018).Facade repetition detection in a fronto-parallel view with fiducial lines extraction.NEUROCOMPUTING,273(99),435-447.
MLA Xiao, Hongfei,et al."Facade repetition detection in a fronto-parallel view with fiducial lines extraction".NEUROCOMPUTING 273.99(2018):435-447.

入库方式： OAI收割

来源：自动化研究所

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