J. Kittler

  1. Haindl Michal, Kittler J. :  Introduction to the Special Theme Image Understanding , ERCIM News vol.95, 95 (2013), p. 9-9 [2013] Download
  2. Somol Petr, Pudil Pavel, Kittler J. :  Fast Branch & Bound algorithms for optimal feature selection , IEEE Transactions on Pattern Analysis and Machine Intelligence vol.26, 7 (2004), p. 900-912 [2004]
  3. Grim Jiří, Kittler J., Pudil Pavel, Somol Petr :  Multiple classifier fusion in probabilistic neural networks , Pattern Analysis and Applications vol.5, 7 (2002), p. 221-233 [2002]
  4. Haindl Michal, Kittler J. :  Autonomous acquisition of virtual reality models from real world scenes , Cultivate Interactive, p. 30-38 [2001] Download
  5. Andris P., Costeira J. P., Dobrovodský K., Haindl Michal, Kittler J., Kurdel P., Santos-Victor J., Stoddart A. J. :  VIRTUOUS , ERCIM News, p. 25 [1997]
  6. Novovičová Jana, Pudil Pavel, Kittler J. :  Divergence based feature selection for multimodal class densities , IEEE Transactions on Pattern Analysis and Machine Intelligence vol.18, 1 (1996), p. 218-223 [1996]
  7. Pudil Pavel, Novovičová Jana, Choakjarernwanit N., Kittler J. :  Feature selection based on the approximation of class densities by finite mixtures of special type , Pattern Recognition vol.28, 9 (1995), p. 1389-1398 [1995]
  8. Pudil Pavel, Novovičová Jana, Kittler J. :  Floating search methods in feature selection , Pattern Recognition Letters vol.15, p. 1119-1125 [1994] Download
  9. Pudil Pavel, Novovičová Jana, Kittler J. :  The Max-Min approach to feature selection: its foundations and practical potential , Indian Journal of Pure and Applied Mathematics vol.25, p. 71-84 [1994]
  10. Pudil Pavel, Novovičová Jana, Kittler J. :  Simultaneous learning of decision rules and important attributes for classification problems in image analysis , Image and Vision Computing vol.12, 3 (1994), p. 193-198 [1994]
  11. Pudil Pavel, Novovičová Jana, Choakjarernwanit N., Kittler J. :  An analysis of the Max-Min approach to feature selection and ordering , Pattern Recognition Letters vol.14, 11 (1993), p. 841-847 [1993]

  1. Somol Petr, Novovičová Jana, Pudil Pavel, Kittler J. :  Feature Selection - A Very Compact Survey Over the Diversity of Existing Approaches, ÚTIA AV ČR, v.v.i, (Praha 2010) Research Report 2285 [2010]
  2. Haindl Michal, Kittler J., Roli F. :  International Workshop on Multiple Classifier Systems /7./, (Praha, CZ, 23.05.2007-25.05.2007) [2007]
  3. (Eds: Haindl Michal, Kittler J., Roli F. ) :  Multiple Classifier Systems, Springer, (Berlin 2007) Lecture Notes in Computer Science vol.4472 , Multiple Classifier Systems, (Prague, CZ, 23.05.2007-25.05.2007) [2007]
  4. Kittler J., Pudil Pavel, Somol Petr :  Advances in statistical feature selection , Advances in Pattern Recognition - ICAPR 2001. Proceedings, p. 425-434 , Eds: Singh S., Murshed N., Kropatsch W., Springer, (Heidelberg 2001) Lecture Notes in Computer Science. vol.2013 , ICAPR /2./, (Rio de Janeiro, BR, 11.03.2001-14.03.2001) [2001]
  5. Grim Jiří, Kittler J., Pudil Pavel, Somol Petr :  Information analysis of multiple classifier fusion , Multiple Classifier Systems, p. 168-177 , Eds: Kittler J., Roli F., Springer, (Berlin 2001) Lecture Notes in Computer Science. vol.2096 , Multiple Classifier Systems. MCS 2001, (Cambridge, GB, 02.07.2001-04.07.2001) [2001]
  6. Somol Petr, Pudil Pavel, Ferri F. J., Kittler J. :  Fast Branch & Bound algorithm in feature selection , Proceedings of SCI 2000. The 4th World Multiconference on Systemics, Cybernetics and Informatics, p. 646-651 , Eds: Sanchez B., Pineda M. J., Wolfmann J., IIIS, (Orlando 2000) , World Multiconference on Systemics, Cybernetics and Informatics /4./, (Orlando, US, 23.07.2000-26.07.2000) [2000] Download
  7. Grim Jiří, Kittler J., Pudil Pavel, Somol Petr :  Combining multiple classifiers in probabilistic neural networks , Multiple Classifier Systems, p. 157-166 , Eds: Kittler J., Roli F., Springer, (Berlin 2000) Lecture Notes in Computer Science. vol.1857 , First International Workshop MCS 2000, (Cagliari, IT, 21.06.2000-23.06.2000) [2000]
  8. Kittler J., Stoddart A. J., Santos-Victor J., Costeira J. P., Haindl Michal, Dobrovodský K., Andris P., Kurdel P. :  Virtuous: Autonomous acquisition of virtual reality models from real world scenes , International Workshop on Robotics in Alpe-Adria-Danube Region, p. 487-492 , Eds: Ceccarelli M., Studio 22 Edizion, (Cassino 1997) , RAAD '97 /6./, (Cassino, IT, 26.06.1997-28.06.1997) [1997]
  9. Pudil Pavel, Novovičová Jana, Ferri F. J., Kittler J. :  Advances in the statistical methodology for the selection of image descriptors for visual pattern representation and classification , Computer Analysis of Images and Patterns, p. 832-837 , Eds: Hlaváč V., Šára R., Springer, (Berlin 1995) Lecture Notes in Computer Science. vol.970 , CAIP '95, (Prague, CZ, 06.09.1995-08.09.1995) [1995]
  10. Novovičová Jana, Pudil Pavel, Kittler J. :  Feature selection based on divergence for empirical class densities , Proceedings of the 9th Scandinavian Conference on Image Analysis, p. 989-996 , Eds: Borgefors G., SSAB, (Uppsala 1995) , Scandinavian Conference on Image Analysis /9./, (Uppsala, SE, 06.06.1995-09.06.1995) [1995]
  11. Ferri F. J., Pudil Pavel, Hetel M., Kittler J. :  Comporative study of techniques for large-scale feature selection , Pattern Recognition in Practice IV: Multiple Paradigms, Comporative Studies and Hybrid Systems, p. 403-413 , Eds: Gelsema E. S., Kanal L. S., Elsevier, (Amsterdam 1994) , International Workshop on Pattern Recognition, (Vlieland, NL, 01.06.1994-03.06.1994) [1994]
  12. Pudil Pavel, Ferri F. J., Novovičová Jana, Kittler J. :  Floating Search methods for feature selection with nonmonotonic criterion functions , International Conference on Pattern Recognition. Proceedings, p. 279-283 , Eds: Storms P., IEEE Computer Society Press, (Los Alamitos 1994) , IAPR-International Conference on Pattern Recognition /12./, (Jerusalem, IL, 09.10.1994-13.10.1994) [1994]
  13. Pudil Pavel, Novovičová Jana, Kittler J. :  Automatic Machine Learning of Decision Rule for Classification Problems in Image Analysis , Proceedings of the 4th British Machine Vision Conference, p. 15-24 , Eds: Worth J. I., BMVA Press, (Sheffield 1993) , British Machine Vision Conference /4./, (Guildford, GB, 21.09.1993-23.09.1993) [1993]
  14. Pudil Pavel, Novovičová Jana, Kittler J. :  Computationally Efficient Quasioptimal Algorithms for Feature Selection , Czech Pattern Recognition Workshop '93, p. 12-17 , Eds: Hlaváč V., Pajdla T., Czechoslovak Pattern Recognition Society, (Praha 1993) , Czech Pattern Recognition Workshop '93, (Temešvár, CZ, 04.11.1993-06.11.1993) [1993]
  15. Novovičová Jana, Pudil Pavel, Kittler J. :  Feature Selection for Discrimination Based on Finite Mixtures Approximation of Class Densities, University of Surrey, (Surrey 1993) Research Report 1/93 [1993]
  16. Pudil Pavel, Novovičová Jana, Choakjarernwanit N., Kittler J. :  A Comparative Evaluation of Floating Search Methods for Feature Selection, University of Surrey, (Guildford 1992) Research Report VSSP-TR-5/92 [1992]
  17. Pudil Pavel, Novovičová Jana, Choakjarernwanit N., Kittler J. :  Selection of Features Optimizing a Finite Mixture Approximation of Nonparametric Densities, University of Surrey, (Guildford 1992) Research Report VSSP-TR-3/92 [1992]
  18. Pudil Pavel, Novovičová Jana, Bláha Svatopluk, Kittler J. :  Multistage Pattern Recognition with Reject Option , Proceedings of the 11th International Conference on Pattern Recognition, p. 92-95 , Eds: O'Conner L., Werner R., IEEE Computer Society Press, (Los Alamitos 1992) , International Conference on Pattern Recognition /11./, (Hague, NL, 30.08.1992-03.09.1992) [1992]