Publications

journal papers

theses

conference papers

  • M.Skurichina, S.Verzakov, P.Paclik, R.P.W.Duin, Effectiveness of Spectral Band Selection/Extraction Techniques for Spectral Data , proc.of the SSPR workshop, Hong Kong, August 2006
  • P.Paclik, J.Novovicova, R.P.W.Duin, A Trainable Similarity Measure for Image Classification , proc.of the ICPR'06 conference, Hong Kong, August 2006
  • S.Verzakov, P.Paclik, R.P.W.Duin, Edge detection in hyperspectral imaging: multivariate statistical approaches , proc. of SSPR workshop, Hong Kong, August 2006
  • T.C.W.Landgrebe, A.Bradley, P.Paclik, R.P.W.Duin, Precision-recall operating characteristic (P-ROC) curves in imprecise environments , proc.of ICPR'06 conference, Hong Kong, August 2006
  • S.Verzakov, P.Paclik, R.P.W.Duin, The Tangent Kernel Approach to Illumination-robust Texture Classification , in proc.of SCIA 2005 conference, Joensuu, Finland, June 2005
  • P.Paclik, S.Verzakov, R.P.W.Duin, Improving the maximum-likelihood co-occurrence classifier: a study on classification of inhomogeneous rock images , in proc.of SCIA05 conference, Joensuu, Finland, June 2005
  • P.Paclik and R.P.W.Duin, Designing multi-modal classifiers of spectra: a study on industrial sorting application , in Proc. of the 2nd Spectral Imaging workshop in Villach, Austria, September 2005
  • T.C.W.Landgrebe, P.Paclik, D.M.J.Tax, R.P.W.Duin, Optimising two-stage recognition systems , in proc.of Multiple Classifier Systems conference, 2005
  • P.Paclik, D.M.J.Tax, S.Verzakov, R.P.W.Duin, Simplifying the model-based classifiers for multi-modal problems in classification of spectra , in proceedings of PRASA'05 conference (Langebaan, South Africa), November 2005
  • P.Paclik, T.C.W.Landgrebe, D.M.J.Tax, R.P.W.Duin, On deriving the second-stage training set for trainable combiners , in proc. of Multiple Classifier Systems conference MCS 2005, Monterey, CA, USA, June 2005
  • T.C.W.Landgrebe, P.Paclik, D.M.J.Tax, R.P.W.Duin, Cost-based classifier evaluation for imbalanced problems , Proceedings of the 5th International Workshop on Statistical Techniques in Pattern Recognition, ISBN 3-540-22570-6, Lecture Notes in Computer Science, vol. 3138, pp. 762-770, Springer Verlag, Berlin, aug 2004
  • R.P.W. Duin, E. Pekalska, P. Paclik, and D.M.J. Tax, The dissimilarity representation, a basis for domain based pattern recognition? , Pattern representation and the future of pattern recognition, a program for action (ICPR 2004 Workshop Proceedings Cambridge UK, 22 August 2004), pp. 43-56, Faculty of Computer Science, Univ. of New Brunswick, Fredericton, NB, Canada, 2004
  • S.Verzakov, P.Paclik, R.P.W.Duin, Exploiting connectivity in spectral data: SVM band-shaving , Proceedings of the 10th annual conference of the Advanced School for Computing and Imaging (ASCI), ISBN 90-803086-9-2, Lecture Notes in Computer Science, pp. 129-133, ASCI, Delft, The Netherlands, June 2004.
  • M. Skurichina, P. Paclik, R. P.W. Duin, D. de Veld,, H.J.C.M. Sterenborg, M.J.H. Witjes,, Selection/Extraction of Spectral Regions for Autofluorescence Spectra Measured in the Oral Cavity , Structural, Syntactic, and Statistical Pattern Recognition, ISBN 3-540-22570-6, Lecture Notes in Computer Science, no. 3138, pp. 1096-1104, Springer Verlag, Berlin, 2004
  • T.C.W.Landgrebe, D.M.J.Tax, P.Paclik, R.P.W.Duin, C.M.Andrew, A combining strategy for ill-defined problems , Proc. of Fifteenth Annual Symposium of the Pattern Recognition Association of South Africa, ISBN 0-7992-2278-X, pp. 57-62, November 2004.
  • P.Paclik, S.Verzakov, R.P.W.Duin, Multi-class extension of the GLDB feature extraction algorithm for spectral data , Proceedings of the 17th International Conference on Pattern Recognition, ISBN 0-7695-2128-2, Lecture Notes in Computer Science, vol. 4, pp. 629-633, IEEE Computer Society, Los Alamitos, CA, aug 2004.
  • P.Paclik and R.P.W.Duin, Classifying spectral data using relational representation. , proceedings of Spectral Imaging workshop, Graz, Austria, 2003
  • P.Paclik, R.P.W. Duin, G.M. van Kempen, and R.Kohlus, Supervised segmentation of backscatter images for product analysis , Proceedings 16th International Conference on Pattern Recognition (Quebec City, Canada, Aug.11-15)
  • C.Lai, D.M.J.Tax, R.P.W.Duin, P.Pekalska, P.Paclik, On combining one-class classifiers for image database retrieval , proceedings in Multiple Classifier Systems conference MCS 2002, Cagliari, Italy, 2002
  • P.Paclik, R.P.W. Duin, G.M. van Kempen, and R.Kohlus, On feature selection with measurement cost and grouped features , proceedings on SSPR02 workshop, Windsor, Canada, Aug.6-9. 2002
  • P.Paclik, J.Novovicova, Number of components and initialization in gaussian mixture model for pattern recognition , In J.Kurkova, R.Neruda, and K.M., editors, Artificial Neural Nets and Genetic Algorithms, pages 406-409, Wien, 2001. Springer
  • P.Paclik, R.P.W. Duin, G.M. van Kempen, and R.Kohlus, Multi-spectral image segmentation using a combined classifier approach , In I.Austvoll, editor, Proc. of the 12th Scandinavian Conference on Image Analysis, SCIA 2001 (Bergen, Norway, June 11-14), pp. 230-235. NOBIM, Stavanger, Norway, 2001.
  • J.Novovicova, P.Paclik, Robust classification using mixtures of multivariate t-distributions , In Proc. of the 5th World Congress of Bernoulli Society, Guanajuato, Mexico, number No.1, pages 266-269, 2000.
  • P.Paclik and J.Novovicova, Road Sign Classification without Color Information , In Proc. of 6th Conference of Advaced School of Imageing and Computing, ASCI, Lommel, Belgium, 2000.
  • M.Svitek, J.Prchal, P.Paclik, M.Karny, Parameter Reduction Method for Transport Network Control , In Proc. of MI2000 conference (Control and Informatics in New Millenium), Zilina, Slovakia, September, 2000.
  • P.Paclik, M.Svitek, Towards to Driver Support System , In Proc. of Intelligent Transportation Systems'99, Prague, 1999
  • P.Paclik, V.Libal, The Automatical Recognition of Road Signs in the Intelligent Vehicle , In Proc. of Intelligent Transportation Systems'99, Prague, 1999
  • P.Paclik, J.Novovicova, P.Somol, P.Pudil, Road Sign Classification using Laplace Kernel Classifier , In Proc. of Scandinavian Conference on Image Analysis, SCIA'99, pages 275--282, Kangerlussuaq, Greenland, 1999.
  • V.Libal, P.Paclik, B.Kovar, P.Mosna, M.Vlcek, M.Zahradnik, Road Sign Recognition System using TMS320C80 , In Proc. of the 2nd European DSP Education and Research Conference, Sep. 1998. ESIEE, Paris, France