Wireframe Parsing with Guidance of Distance Map
Kun Huang1; Shenghua Gao2
2019
Source PublicationIEEE ACCESS
ISSN2169-3536
Volume7Pages:141036-141044
Status已发表
DOI10.1109/ACCESS.2019.2943885
Abstract

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.aaThe code will be released on github for reproduction of the results.
© 2013 IEEE.

KeywordJunctions Image segmentation Heating systems Decoding Feature extraction Proposals Task analysis Artificial neural networks computer vision feature extraction image edge detection
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Indexed BySCI ; EI
Language英语
WOS Research AreaComputer Science ; Engineering ; Telecommunications
WOS SubjectComputer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS IDWOS:000497156000071
PublisherInstitute of Electrical and Electronics Engineers Inc.
EI Accession Number20200308029599
EI KeywordsBenchmarking ; Cell proliferation ; Computer vision ; Edge detection ; Facsimile ; Neural networks
EI Classification NumberBiology:461.9 ; Facsimile Systems and Equipment:718.3 ; Computer Applications:723.5
WOS KeywordLINE SEGMENT EXTRACTION ; ACCURATE
Original Document TypeJournal article (JA)
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Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttps://kms.shanghaitech.edu.cn/handle/2MSLDSTB/102128
Collection信息科学与技术学院_PI研究组_高盛华组
Affiliation1.Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China
2.School of Information Science and Technology, ShanghaiTech University, Shanghai, China
Recommended Citation
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.
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