Stochastic Recognition of Regular Structures in Facade Images
@article{Tylecek2012StochasticRO, title={Stochastic Recognition of Regular Structures in Facade Images}, author={Radim Tylecek and R. S{\'a}ra}, journal={IPSJ Trans. Comput. Vis. Appl.}, year={2012}, volume={4}, pages={63-70} }
We present a method for recognition of structured images and demonstrate it on the detection of windows in facade images. Given an ability to obtain local low-level data evidence on primitive elements of a structure (like window in a facade image), we determine their most probable number, attribute values (location, size) and neighborhood relation. The embedded structure is weakly modeled by pair-wise attribute constraints, which allow structure and attributes to mutually support each other. We… CONTINUE READING
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References
SHOWING 1-10 OF 21 REFERENCES
A Weak Structure Model for Regular Pattern Recognition Applied to Facade Images
- Mathematics, Computer Science
- ACCV
- 2010
- 193
- PDF
Segmentation of building facades using procedural shape priors
- Mathematics, Computer Science
- 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition
- 2010
- 176
- PDF
Discovering structural regularity in 3D geometry
- Medicine, Computer Science
- ACM Trans. Graph.
- 2008
- 187
- PDF
Piecewise planar city 3D modeling from street view panoramic sequences
- Computer Science
- 2009 IEEE Conference on Computer Vision and Pattern Recognition
- 2009
- 70
- PDF
Generalizing Swendsen-Wang to sampling arbitrary posterior probabilities
- Mathematics, Medicine
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- 2005
- 195
- PDF