Wireframe Parsing with Guidance of Distance Map
Kun Huang1; Shenghua Gao2
Source PublicationIEEE ACCESS

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
Indexed BySCI ; EI
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
Original Document TypeJournal article (JA)
Citation statistics
Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
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.
Files in This Item: Download All
File Name/Size DocType Version Access License
10.1109@ACCESS.2019.(4688KB)期刊论文未知开放获取UnknownView Download
Related Services
Usage statistics
Scholar Google
Similar articles in Scholar Google
[Kun Huang]'s Articles
[Shenghua Gao]'s Articles
Baidu academic
Similar articles in Baidu academic
[Kun Huang]'s Articles
[Shenghua Gao]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Kun Huang]'s Articles
[Shenghua Gao]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: 10.1109@ACCESS.2019.2943885.pdf
Format: Adobe PDF
All comments (0)
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.