Structure completion for facade layouts

dc.contributor.authorFan, Lubin
dc.contributor.authorMusialski, Przemyslaw
dc.contributor.authorLiu, Ligang
dc.contributor.authorWonka, Peter
dc.contributor.departmentComputer Science Program
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
dc.contributor.departmentVisual Computing Center (VCC)
dc.contributor.institutionZhejiang University, China
dc.contributor.institutionTU Vienna, Austria
dc.contributor.institutionUSTC, China
dc.contributor.institutionArizona State University, United States
dc.date.accessioned2015-08-24T09:26:26Z
dc.date.available2015-08-24T09:26:26Z
dc.date.issued2014-11-18
dc.date.published-online2014-11-18
dc.date.published-print2014-11-19
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.
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).
dc.eprint.versionPost-print
dc.identifier.citationFan L, Musialski P, Liu L, Wonka P (2014) Structure completion for facade layouts. ACM Transactions on Graphics 33: 1–11. Available: http://dx.doi.org/10.1145/2661229.2661265.
dc.identifier.doi10.1145/2661229.2661265
dc.identifier.issn0730-0301
dc.identifier.journalACM Transactions on Graphics
dc.identifier.urihttp://hdl.handle.net/10754/575797
dc.publisherAssociation for Computing Machinery (ACM)
dc.relation.embedded<iframe width="560" height="315" src="https://www.youtube.com/embed/BDVC9hzUrgY?rel=0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe>
dc.relation.embedded<iframe width="560" height="315" src="https://www.youtube.com/embed/R86N6aOrQPE?rel=0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe>
dc.relation.urlhttps://youtu.be/BDVC9hzUrgY
dc.relation.urlhttps://youtu.be/R86N6aOrQPE
dc.subjectFacade modeling
dc.subjectInpainting
dc.subjectStructure completion
dc.subjectUrban reconstruction
dc.titleStructure completion for facade layouts
dc.typeArticle
display.details.left<span><h5>Type</h5>Article<br><br><h5>Authors</h5><a href="https://repository.kaust.edu.sa/search?query=orcid.id:0000-0003-3488-5516&spc.sf=dc.date.issued&spc.sd=DESC">Fan, Lubin</a> <a href="https://orcid.org/0000-0003-3488-5516" target="_blank"><img src="https://repository.kaust.edu.sa/server/api/core/bitstreams/82a625b4-ed4b-40c8-865a-d6a5225a26a4/content" width="16" height="16"/></a><br><a href="https://repository.kaust.edu.sa/search?spc.sf=dc.date.issued&spc.sd=DESC&f.author=Musialski, Przemyslaw,equals">Musialski, Przemyslaw</a><br><a href="https://repository.kaust.edu.sa/search?spc.sf=dc.date.issued&spc.sd=DESC&f.author=Liu, Ligang,equals">Liu, Ligang</a><br><a href="https://repository.kaust.edu.sa/search?query=orcid.id:0000-0003-0627-9746&spc.sf=dc.date.issued&spc.sd=DESC">Wonka, Peter</a> <a href="https://orcid.org/0000-0003-0627-9746" target="_blank"><img src="https://repository.kaust.edu.sa/server/api/core/bitstreams/82a625b4-ed4b-40c8-865a-d6a5225a26a4/content" width="16" height="16"/></a><br><br><h5>KAUST Department</h5><a href="https://repository.kaust.edu.sa/search?spc.sf=dc.date.issued&spc.sd=DESC&f.department=Computer Science Program,equals">Computer Science Program</a><br><a href="https://repository.kaust.edu.sa/search?spc.sf=dc.date.issued&spc.sd=DESC&f.department=Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division,equals">Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division</a><br><a href="https://repository.kaust.edu.sa/search?spc.sf=dc.date.issued&spc.sd=DESC&f.department=Visual Computing Center (VCC),equals">Visual Computing Center (VCC)</a><br><br><h5>Online Publication Date</h5>2014-11-18<br><br><h5>Print Publication Date</h5>2014-11-19<br><br><h5>Date</h5>2014-11-18</span>
display.details.right<span><h5>Abstract</h5>(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.<br><br><h5>Citation</h5>Fan L, Musialski P, Liu L, Wonka P (2014) Structure completion for facade layouts. ACM Transactions on Graphics 33: 1–11. Available: http://dx.doi.org/10.1145/2661229.2661265.<br><br><h5>Acknowledgements</h5>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).<br><br><h5>Publisher</h5><a href="https://repository.kaust.edu.sa/search?spc.sf=dc.date.issued&spc.sd=DESC&f.publisher=Association for Computing Machinery (ACM),equals">Association for Computing Machinery (ACM)</a><br><br><h5>Journal</h5><a href="https://repository.kaust.edu.sa/search?spc.sf=dc.date.issued&spc.sd=DESC&f.journal=ACM Transactions on Graphics,equals">ACM Transactions on Graphics</a><br><br><h5>DOI</h5><a href="https://doi.org/10.1145/2661229.2661265">10.1145/2661229.2661265</a><br><br><h5>Additional Links</h5>https://youtu.be/BDVC9hzUrgYhttps://youtu.be/R86N6aOrQPE</span>
kaust.acknowledged.supportUnitCCF
kaust.acknowledged.supportUnitVisual Computing Center
kaust.personFan, Lubin
kaust.personWonka, Peter
orcid.authorFan, Lubin::0000-0003-3488-5516
orcid.authorMusialski, Przemyslaw
orcid.authorLiu, Ligang
orcid.authorWonka, Peter::0000-0003-0627-9746
orcid.id0000-0003-0627-9746
orcid.id0000-0003-3488-5516
refterms.dateFOA2018-06-13T12:15:00Z
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