Wireframe Parsing with Guidance of Distance Map

doi:10.1109/ACCESS.2019.2943885

	Wireframe Parsing with Guidance of Distance Map
	Kun Huang 1; Shenghua Gao2
	2019
发表期刊	IEEE ACCESS
ISSN	2169-3536
卷号	7 页码:141036-141044
发表状态	已发表
DOI	10.1109/ACCESS.2019.2943885
摘要	We propose an end-To-end method for simultaneously detecting local junctions and global wireframe in man-made environment. Our pipeline consists of an anchor-free junction detection module, a distance map learning module, and a line segment proposing and verification module. A set of line segments are proposed from the predicted junctions with guidance of the learned distance map, and further verified by the proposal verification module. Experimental results show that our method outperforms the previous state-of-The-Art wireframe parser by a descent margin. In terms of line segments detection, our method shows competitive performance on standard benchmarks. The proposed networks are end-To-end trainable and efficient.^a^aThe code will be released on github for reproduction of the results. © 2013 IEEE.
关键词	Junctions Image segmentation Heating systems Decoding Feature extraction Proposals Task analysis Artificial neural networks computer vision feature extraction image edge detection
URL	查看原文
收录类别	SCI ; SCIE ; EI
语种	英语
WOS研究方向	Computer Science ; Engineering ; Telecommunications
WOS类目	Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000497156000071
出版者	Institute of Electrical and Electronics Engineers Inc.
EI入藏号	20200308029599
EI主题词	Benchmarking ; Cell proliferation ; Computer vision ; Edge detection ; Facsimile ; Neural networks
EI分类号	Biology:461.9 ; Facsimile Systems and Equipment:718.3 ; Computer Applications:723.5
WOS关键词	LINE SEGMENT EXTRACTION ; ACCURATE
原始文献类型	Journal article (JA)
来源库	IEEE
引用统计
文献类型	期刊论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/102128
专题	信息科学与技术学院_PI研究组_高盛华组
作者单位	1.University of Chinese Academy of Sciences, Beijing, China 2.School of Information Science and Technology, ShanghaiTech University, Shanghai, China
推荐引用方式 GB/T 7714	Kun Huang,Shenghua Gao. Wireframe Parsing with Guidance of Distance Map[J]. IEEE ACCESS,2019,7:141036-141044.
APA	Kun Huang,&Shenghua Gao.(2019).Wireframe Parsing with Guidance of Distance Map.IEEE ACCESS,7,141036-141044.
MLA	Kun Huang,et al."Wireframe Parsing with Guidance of Distance Map".IEEE ACCESS 7(2019):141036-141044.