@INPROCEEDINGS{TylecekACCV2010,
  IS = { zkontrolovano 11 Jan 2012 },
  UPDATE  = { 2011-09-02 },
  author = {Tyle{\v c}ek, Radim and {\v S}{\'a}ra, Radim},
  title = {A Weak Structure Model for Regular Pattern 
           Recognition Applied to Facade Images},
  year = {2011},
  pages = {450--463},
  booktitle = {{ACCV} 2010: Proceedings of the 10th Asian
               Conference on Computer Vision, Part {I}},
  editor = {Kimmel, Ron and Klette, Reinhard and Sugimoto, Akihiro},
  publisher = {Springer},
  address = {Berlin, Germany},
  volume = {6492},
  series = {LNCS},
  issn = {0302-9743},
  isbn = {978-3-642-19314-9},
  book_pages = {531},
  year_of_conference = {2010},
  month = {November},
  day = {8-12},
  venue = {Queenstown, New Zealand},
  prestige = {international},
  annote = {We propose a novel method for recognition of structured
   images and demonstrate it on 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 attribute constraints to mutually support each
   other. We use a very general framework of reversible jump MCMC,
   which allows simple implementation of a specific structure model
   and plug-in of almost arbitrary element classifiers. The MC
   controls the classifier by prescribing it 'where to look', without
   wasting too much time on unpromising locations.  We have chosen the
   domain of window recognition in facade images to demonstrate that
   the result is an efficient algorithm achieving performance of other
   strongly informed methods for regular structures like grids, while
   our general model covers loosely regular configurations as well.},
  keywords = {Structural recognition, stochastic inference, 
              MCMC, facades, windows},
  url = {http://dx.doi.org/10.1007/978-3-642-19315-6_35},
  project = {SGS10/278/OHK3/3T/13, MSM6840770012},
  owner = {tylecr1},
  timestamp = {2010.08.29},
  ut_isi = {000296690900035},
}