Inverse procedural modeling of facade layouts

Fuzhang Wu; Dong Ming Yan; Weiming Dong; Xiaopeng Zhang; Peter Wonka

doi:10.1145/2601097.2601162

Inverse procedural modeling of facade layouts

Fuzhang Wu, Dong Ming Yan, Weiming Dong, Xiaopeng Zhang, Peter Wonka

Research output: Contribution to journal › Conference article › peer-review

62 Scopus citations

Abstract

In this paper, we address the following research problem: How can we generate a meaningful split grammar that explains a given facade layout? To evaluate if a grammar is meaningful, we propose a cost function based on the description length and minimize this cost using an approximate dynamic programming framework. Our evaluation indicates that our framework extracts meaningful split grammars that are competitive with those of expert users, while some users and all competing automatic solutions are less successful.

Original language	English (US)
Article number	121
Journal	ACM Transactions on Graphics
Volume	33
Issue number	4
DOIs	https://doi.org/10.1145/2601097.2601162
State	Published - 2014
Event	41st International Conference and Exhibition on Computer Graphics and Interactive Techniques, ACM SIGGRAPH 2014 - Vancouver, BC, Canada Duration: Aug 10 2014 → Aug 14 2014

Keywords

Facades
Inverse procedural modeling
Procedural modeling
Shape grammars
Urban modeling

ASJC Scopus subject areas

Computer Graphics and Computer-Aided Design

Access to Document

10.1145/2601097.2601162

Cite this

@article{c0dc328c0b8844e9b7a133721313c52d,

title = "Inverse procedural modeling of facade layouts",

abstract = "In this paper, we address the following research problem: How can we generate a meaningful split grammar that explains a given facade layout? To evaluate if a grammar is meaningful, we propose a cost function based on the description length and minimize this cost using an approximate dynamic programming framework. Our evaluation indicates that our framework extracts meaningful split grammars that are competitive with those of expert users, while some users and all competing automatic solutions are less successful.",

keywords = "Facades, Inverse procedural modeling, Procedural modeling, Shape grammars, Urban modeling",

author = "Fuzhang Wu and Yan, {Dong Ming} and Weiming Dong and Xiaopeng Zhang and Peter Wonka",

year = "2014",

doi = "10.1145/2601097.2601162",

language = "English (US)",

volume = "33",

journal = "ACM Transactions on Graphics",

issn = "0734-2071",

publisher = "Association for Computing Machinery (ACM)",

number = "4",

note = "41st International Conference and Exhibition on Computer Graphics and Interactive Techniques, ACM SIGGRAPH 2014 ; Conference date: 10-08-2014 Through 14-08-2014",

}

TY - JOUR

T1 - Inverse procedural modeling of facade layouts

AU - Wu, Fuzhang

AU - Yan, Dong Ming

AU - Dong, Weiming

AU - Zhang, Xiaopeng

AU - Wonka, Peter

PY - 2014

Y1 - 2014

N2 - In this paper, we address the following research problem: How can we generate a meaningful split grammar that explains a given facade layout? To evaluate if a grammar is meaningful, we propose a cost function based on the description length and minimize this cost using an approximate dynamic programming framework. Our evaluation indicates that our framework extracts meaningful split grammars that are competitive with those of expert users, while some users and all competing automatic solutions are less successful.

AB - In this paper, we address the following research problem: How can we generate a meaningful split grammar that explains a given facade layout? To evaluate if a grammar is meaningful, we propose a cost function based on the description length and minimize this cost using an approximate dynamic programming framework. Our evaluation indicates that our framework extracts meaningful split grammars that are competitive with those of expert users, while some users and all competing automatic solutions are less successful.

KW - Facades

KW - Inverse procedural modeling

KW - Procedural modeling

KW - Shape grammars

KW - Urban modeling

UR - http://www.scopus.com/inward/record.url?scp=84905753984&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84905753984&partnerID=8YFLogxK

U2 - 10.1145/2601097.2601162

DO - 10.1145/2601097.2601162

M3 - Conference article

AN - SCOPUS:84905753984

SN - 0734-2071

VL - 33

JO - ACM Transactions on Graphics

JF - ACM Transactions on Graphics

IS - 4

M1 - 121

T2 - 41st International Conference and Exhibition on Computer Graphics and Interactive Techniques, ACM SIGGRAPH 2014

Y2 - 10 August 2014 through 14 August 2014

ER -

Inverse procedural modeling of facade layouts

Abstract

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this