@InProceedings{Havlena-Heller-DIRAC-2010,
  IS = { zkontrolovano 14 Jan 2013 },
  UPDATE   = { 2012-05-28 },
  author =      {Havlena, Michal and Heller, Jan and Kayser, Hendrik and
                 Bach, J{\" o}rg-Hendrik and Anem{\" u}ller, J{\" o}rn and
                 Pajdla, Tom{\'a}{\v s}},
  title =       {Incongruence Detection in Audio-Visual Processing},
  c_title =     {Detekce inkongruence p{\v r}i zpracov{\'a}n{\'\i}
                 audiovizu{\'a}ln{\'\i}ch dat},
  year        = { 2012 },
  pages       = { 67-75 },
  booktitle   = { Detection and Identification of Rare Audiovisual Cues },
  editor      = { Weinshall, Daphna and Anem{\" u}ller, J{\" o}rn and
		 van Gool, Luc },
  publisher =   {Springer-Verlag},
  address =     {Berlin, Germany},
  isbn        = { 978-3-642-24033-1 },
  issn =        {1860-949X},
  series =      {Studies in Computational Intelligence},
  book_pages  = { 192 },
  month =       {September},
  day =         {24},
  venue =       {Barcelona, Spain},
  organization ={Universitat Polit{\`e}cnica de Catalunya -- BarcelonaTech (UPC)},
  annote =      {The recently introduced theory of incongruence allows
   for detection of unexpected events in observations via disagreement
   of classifiers on specific and general levels of a classifier
   hierarchy which encodes the understanding a machine currently has
   of the world. We present an application of this theory, a hierarchy
   of classifiers describing an audio-visual speaker detector, and
   show successful incongruence detection on sequences acquired by a
   static as well as by a moving AWEAR~2.0 device using the presented
   classifier hierarchy.},
  c_annote =    {Ned{\'a}vno p{\v r}edstaven{\'a} teorie inkongruence
   umo{\v z} {\v n}uje detekci neo{\v c}ek{\'a}van{\'y}ch
   ud{\'a}lost{\'\i} v pozorov{\'a}n{\'\i} d{\'\i}ky nesouhlasn{\'e}mu
   rozhodnut{\'\i} klasifik{\'a}tor{\r u} na specifick{\'e} a
   obecn{\'e} {\'u}rovni hierarchie klasifik{\'a}tor{\r u}, kter{\'a}
   reprezentuje sou{\v c}asn{\'y} model sv{\v e}ta u{\v
   z}{\'\i}van{\'y} strojem. P{\v r}in{\'a}{\v s}{\'\i}me aplikaci
   t{\'e}to teorie, hierarchii klasifik{\'a}tor{\r u}
   popisuj{\'\i}c{\'\i} audiovizualn{\'\i} detektor mluv{\v
   c}{\'\i}ho, a ukazujeme {\'u}sp{\v e}{\v s}nou detekci inkongruence
   na sekvenc{\'\i}ch po{\v r}{\'\i}zen{\'y}ch statick{\'y}m i
   pohybliv{\'y}m za{\v r}{\'\i}zen{\'\i}m AWEAR~2.0 s pou{\v
   z}it{\'\i}m p{\v r}edveden{\'e} hierarchie klasifik{\'a}tor{\r u}.},
  keywords    = {Theory of incongruence, Audio-visual data processing},
  authorship  = {17-17-17-17-16-16},
  project     = {FP6-IST-027787 DIRAC, MSM6840770038},
  volume      = { 384 },
  doi         = { 10.1007/978-3-642-24034-8_5 },
  ut_isi      = { 000302002500006 },
  psurl       = { [10.1007/978-3-642-24034-8_5.pdf] },
}