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Regular version of the site

Book chapter

Fast automatic single-view 3-d reconstruction of urban scenes

P. 100-113.
Barinova O., Konushin V., Yakubenko A., Lim H., Lee K., Konushin A.

We consider the problem of estimating 3-d structure from a single still image of an outdoor urban scene. Our goal is to efficiently create 3-d models which are visually pleasant. We chose an appropriate 3-d model structure and formulate the task of 3-d reconstruction as model fitting problem. Our 3-d models are composed of a number of vertical walls and a ground plane, where ground-vertical boundary is a continuous polyline. We achieve computational efficiency by special preprocessing together with stepwise search of 3-d model parameters dividing the problem into two smaller sub-problems on chain graphs. The use of Conditional Random Field models for both problems allows to various cues. We infer orientation of vertical walls of 3-d model vanishing points.

In book

Vol. 5303: Computer Vision – ECCV 2008. Berlin: Springer, 2008.