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 language | English (US) |
|---|---|
| Journal | ACM Transactions on Graphics |
| Volume | 33 |
| Issue number | 6 |
| DOIs | |
| State | Published - Nov 19 2014 |
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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 journal › Article
}
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 -