Institutional Repository of Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Facade repetition detection in a fronto-parallel view with fiducial lines extraction | |
Xiao, Hongfei; Meng, Gaofeng; Wang, Lingfeng; Pan, Chunhong | |
发表期刊 | NEUROCOMPUTING |
2018-01-17 | |
卷号 | 273期号:99页码:435-447 |
文章类型 | Article |
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. |
关键词 | Repetition Detection Facade Labeling Line Detection Line Extraction |
WOS标题词 | Science & Technology ; Technology |
DOI | 10.1016/j.neucom.2017.07.040 |
关键词[WOS] | SYMMETRY DETECTION |
收录类别 | SCI |
语种 | 英语 |
项目资助者 | Projects of the National Natural Science Foundation of China(61370039 ; Beijing Nature Science Foundation(4162064) ; 61403376 ; 91338202) |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Artificial Intelligence |
WOS记录号 | WOS:000414762100042 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/15344 |
专题 | 模式识别国家重点实验室_先进时空数据分析与学习 |
作者单位 | Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China |
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 | 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. |
条目包含的文件 | 下载所有文件 | |||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Neurocomputing2017.p(11912KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论