Structure completion for facade layouts

Lubin Fan, Przemyslaw Musialski, Ligang Liu, Peter Wonka

Research output: Contribution to journalArticle

13 Citations (Scopus)

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.

Original languageEnglish (US)
JournalACM Transactions on Graphics
Volume33
Issue number6
DOIs
StatePublished - Nov 19 2014

Fingerprint

Facades
Planning
Statistical Models

Keywords

  • Facade modeling
  • Inpainting
  • Structure completion
  • Urban reconstruction

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design

Cite this

Structure completion for facade layouts. / Fan, Lubin; Musialski, Przemyslaw; Liu, Ligang; Wonka, Peter.

In: ACM Transactions on Graphics, Vol. 33, No. 6, 19.11.2014.

Research output: Contribution to journalArticle

Fan, Lubin ; Musialski, Przemyslaw ; Liu, Ligang ; Wonka, Peter. / Structure completion for facade layouts. In: ACM Transactions on Graphics. 2014 ; Vol. 33, No. 6.
@article{fedacc4aa4774056b7e327a834283571,
title = "Structure completion for facade layouts",
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.",
keywords = "Facade modeling, Inpainting, Structure completion, Urban reconstruction",
author = "Lubin Fan and Przemyslaw Musialski and Ligang Liu and Peter Wonka",
year = "2014",
month = "11",
day = "19",
doi = "10.1145/2661229.2661265",
language = "English (US)",
volume = "33",
journal = "ACM Transactions on Graphics",
issn = "0730-0301",
publisher = "Association for Computing Machinery (ACM)",
number = "6",

}

TY - JOUR

T1 - Structure completion for facade layouts

AU - Fan, Lubin

AU - Musialski, Przemyslaw

AU - Liu, Ligang

AU - Wonka, Peter

PY - 2014/11/19

Y1 - 2014/11/19

N2 - (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.

AB - (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.

KW - Facade modeling

KW - Inpainting

KW - Structure completion

KW - Urban reconstruction

UR - http://www.scopus.com/inward/record.url?scp=84914706386&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84914706386&partnerID=8YFLogxK

U2 - 10.1145/2661229.2661265

DO - 10.1145/2661229.2661265

M3 - Article

AN - SCOPUS:84914706386

VL - 33

JO - ACM Transactions on Graphics

JF - ACM Transactions on Graphics

SN - 0730-0301

IS - 6

ER -