Structure completion for facade layouts

Handle URI:
http://hdl.handle.net/10754/575797
Title:
Structure completion for facade layouts
Authors:
Fan, Lubin ( 0000-0003-3488-5516 ) ; Musialski, Przemyslaw; Liu, Ligang; Wonka, Peter ( 0000-0003-0627-9746 )
Abstract:
(Figure Presented) We present a method to complete missing structures in facade layouts. Starting from an abstraction of the partially observed layout as a set of shapes, we can propose one or multiple possible completed layouts. Structure completion with large missing parts is an ill-posed problem. Therefore, we combine two sources of information to derive our solution: the observed shapes and a database of complete layouts. The problem is also very difficult, because shape positions and attributes have to be estimated jointly. Our proposed solution is to break the problem into two components: a statistical model to evaluate layouts and a planning algorithm to generate candidate layouts. This ensures that the completed result is consistent with the observation and the layouts in the database.
KAUST Department:
Computer Science Program; Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division; Visual Computing Center (VCC)
Publisher:
Association for Computing Machinery (ACM)
Conference/Event name:
Proceedings of ACM SIGGRAPH Asia 2014
Issue Date:
19-Nov-2014
DOI:
10.1145/2661229.2661265
Type:
Conference Paper
ISSN:
07300301
Sponsors:
We thank the anonymous reviewers for their constructive comments. This research was partially funded by the Visual Computing Center of King Abdullah University of Science and Technology (KAUST), the National Natural Science Foundation of China (No. 61222206), the One Hundred Talent Project of the Chinese Academy of Sciences, the U.S. National Science Foundation (CCF 0643822), and the Austrian Science Funds (FWF P24600-N23).
Appears in Collections:
Conference Papers; Computer Science Program; Computer Science Program; Visual Computing Center (VCC); Visual Computing Center (VCC); Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division; Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division

Full metadata record

DC FieldValue Language
dc.contributor.authorFan, Lubinen
dc.contributor.authorMusialski, Przemyslawen
dc.contributor.authorLiu, Ligangen
dc.contributor.authorWonka, Peteren
dc.date.accessioned2015-08-24T09:26:26Zen
dc.date.available2015-08-24T09:26:26Zen
dc.date.issued2014-11-19en
dc.identifier.issn07300301en
dc.identifier.doi10.1145/2661229.2661265en
dc.identifier.urihttp://hdl.handle.net/10754/575797en
dc.description.abstract(Figure Presented) We present a method to complete missing structures in facade layouts. Starting from an abstraction of the partially observed layout as a set of shapes, we can propose one or multiple possible completed layouts. Structure completion with large missing parts is an ill-posed problem. Therefore, we combine two sources of information to derive our solution: the observed shapes and a database of complete layouts. The problem is also very difficult, because shape positions and attributes have to be estimated jointly. Our proposed solution is to break the problem into two components: a statistical model to evaluate layouts and a planning algorithm to generate candidate layouts. This ensures that the completed result is consistent with the observation and the layouts in the database.en
dc.description.sponsorshipWe thank the anonymous reviewers for their constructive comments. This research was partially funded by the Visual Computing Center of King Abdullah University of Science and Technology (KAUST), the National Natural Science Foundation of China (No. 61222206), the One Hundred Talent Project of the Chinese Academy of Sciences, the U.S. National Science Foundation (CCF 0643822), and the Austrian Science Funds (FWF P24600-N23).en
dc.publisherAssociation for Computing Machinery (ACM)en
dc.subjectFacade modelingen
dc.subjectInpaintingen
dc.subjectStructure completionen
dc.subjectUrban reconstructionen
dc.titleStructure completion for facade layoutsen
dc.typeConference Paperen
dc.contributor.departmentComputer Science Programen
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Divisionen
dc.contributor.departmentVisual Computing Center (VCC)en
dc.conference.dateDecember 3-6, 2014en
dc.conference.nameProceedings of ACM SIGGRAPH Asia 2014en
dc.conference.locationShenzen, Chinaen
dc.contributor.institutionZhejiang University, Chinaen
dc.contributor.institutionTU Vienna, Austriaen
dc.contributor.institutionUSTC, Chinaen
dc.contributor.institutionArizona State University, United Statesen
kaust.authorFan, Lubinen
kaust.authorWonka, Peteren
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