Name
Abstract | ||
|---|---|---|
We present a system that automatically synthesizes indoor scenes realistically populated by a variety of furniture objects. Given examples of sensibly furnished indoor scenes, our system extracts, in advance, hierarchical and spatial relationships for various furniture objects, encoding them into priors associated with ergonomic factors, such as visibility and accessibility, which are assembled into a cost function whose optimization yields realistic furniture arrangements. To deal with the prohibitively large search space, the cost function is optimized by simulated annealing using a Metropolis-Hastings state search step. We demonstrate that our system can synthesize multiple realistic furniture arrangements and, through a perceptual study, investigate whether there is a significant difference in the perceived functionality of the automatically synthesized results relative to furniture arrangements produced by human designers. |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1145/1964921.1964981 | ACM Trans. Graph. |
Keywords | Field | DocType |
large search space,furniture arrangement,sensibly furnished indoor scene,automatic optimization,system extract,realistic furniture arrangement,furniture object,cost function,metropolis-hastings state search step,various furniture object,multiple realistic furniture arrangement,search space,virtual reality,interior design,simulated annealing,metropolis hastings,procedural modeling,spatial relationships,stochastic optimization | Simulated annealing,Mathematical optimization,Stochastic optimization,Visibility,Procedural modeling,Virtual reality,Computer graphics (images),Computer science,Interior design,Prior probability,Encoding (memory) | Journal |
Volume | Issue | ISSN |
30 | 4 | 0730-0301 |
Citations | PageRank | References |
119 | 3.76 | 11 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Lap-Fai Yu | 1 | 316 | 24.87 |
| Sai Kit Yeung | 2 | 420 | 27.17 |
| Chi-Keung Tang | 3 | 2400 | 143.41 |
| Demetri Terzopoulos | 4 | 14080 | 4210.64 |
| Tony F. Chan | 5 | 8733 | 659.77 |
| Stanley Osher | 6 | 7973 | 514.62 |