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International Conference on Artificial Intelligence and Soft Computing

ICAISC 2014: Artificial Intelligence and Soft Computing pp 179–186Cite as

A New Three-Dimensional Facial Landmarks in Recognition

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8468))

Abstract

In recent years, the number of biometric solutions based on 3D face images has increased rapidly. Such solutions provide a much more accurate alternative to those using flat images; however, they are much more complex. In this paper, we present subsequent results of our research on a new representation of characteristic points for the 3D face. As a comparative method the standard PCA is applied.

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References

  1. Bazarganigilani, M.: Optimized image feature selection using pairwise classifiers. Journal of Artificial Intelligence and Soft Computing Research 1(2), 147–153 (2011)

    Google Scholar 

  2. Chang, Y., Wang, Y., Chen, C., Ricanek, K.: Improved image-based automatic gender classification by feature selection. Journal of Artificial Intelligence and Soft Computing Research 1(3), 241–253 (2011)

    Google Scholar 

  3. Cpalka, K., Zalasinski, M.: A new method of on-line signature verification using a flexible fuzzy one-class classifier. In: Selected Topics in Computer Science Applications, pp. 38–53 (2011)

    Google Scholar 

  4. Zalasiński, M., Cpałka, K.: Novel algorithm for the on-line signature verification. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2012, Part II. LNCS (LNAI), vol. 7268, pp. 362–367. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  5. Cpalka, K., Rutkowski, L.: Flexible takagi Sugeno neuro-fuzzy structures for nonlinear approximation. WSEAS Transactions on Systems 4(9), 1450–1458 (2005)

    Google Scholar 

  6. Duda, P., Jaworski, M., Pietruczuk, L., Scherer, R., Korytkowski, M., Gabryel, M.: On the application of fourier series density estimation for image classification based on feature description. In: Proceedings of the 8th International Conference on Knowledge, Information and Creativity Support Systems, Krakow, Poland, November 7-9, pp. 81–91 (2013)

    Google Scholar 

  7. Faltemier, T., Bowyer, K., Flynn, P.: Rotated profile signatures for robust 3d feature detection. In: 8th IEEE International Conference on Automatic Face Gesture Recognition, FG 2008, pp. 1–7 (September 2008)

    Google Scholar 

  8. Gabryel, M., Nowicki, R.K., Woźniak, M., Kempa, W.M.: Genetic cost optimization of the gI/m/1/N finite-buffer queue with a single vacation policy. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2013, Part II. LNCS, vol. 7895, pp. 12–23. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  9. Gabryel, M., Rutkowski, L.: Evolutionary designing of logic-type fuzzy systems. In: Rutkowski, L., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2010, Part II. LNCS, vol. 6114, pp. 143–148. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  10. Greblicki, W., Rutkowski, L.: Density-free bayes risk consistency of nonparametric pattern recognition procedures. Proceedings of the IEEE 64(4), 482–483 (1981)

    Article  Google Scholar 

  11. Greblicki, W., Rutkowska, D., Rutkowski, L.: An orthogonal series estimate of time-varying regression. Annals of the Institute of Statistical Mathematics 35(1), 215–228 (1983)

    Article  MATH  MathSciNet  Google Scholar 

  12. Kirby, M., Sirovich, L.: Application of the Karhunen-Loeve procedure for the characterization of human faces. IEEE Trans. Pattern Anal. Mach. Intell. 12(1), 103–108 (1990)

    Article  Google Scholar 

  13. Korytkowski, M., Rutkowski, L., Scherer, R.: On combining backpropagation with boosting. In: International Joint Conference on Neural Networks, IJCNN 2006, pp. 1274–1277 (2006)

    Google Scholar 

  14. Korytkowski, M., Rutkowski, L., Scherer, R.: From ensemble of fuzzy classifiers to single fuzzy rule base classifier. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2008. LNCS (LNAI), vol. 5097, pp. 265–272. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  15. Nowicki, R.: Rough-neuro-fuzzy system with MICOG defuzzification. In: 2006 IEEE International Conference on Fuzzy Systems, pp. 1958–1965 (2006)

    Google Scholar 

  16. Nowicki, R.: On classification with missing data using rough-neuro-fuzzy systems. International Journal of Applied Mathematics and Computer Science 20(1), 55–67 (2010)

    Article  Google Scholar 

  17. Pabiasz, S., Starczewski, J.T.: A new approach to determine three-dimensional facial landmarks. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2013, Part II. LNCS (LNAI), vol. 7895, pp. 286–296. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  18. Przybył, A., Cpałka, K.: A new method to construct of interpretable models of dynamic systems. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2012, Part II. LNCS, vol. 7268, pp. 697–705. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  19. Rutkowski, L.: A general approach for nonparametric fitting of functions and their derivatives with applications to linear circuits identification. IEEE Transactions on Circuits and Systems 33(8), 812–818 (1986)

    Article  MATH  Google Scholar 

  20. Rutkowski, L., Przybyl, A., Cpalka, K.: Novel online speed profile generation for industrial machine tool based on flexible neuro-fuzzy approximation. IEEE Transactions on Industrial Electronics 59(2), 1238–1247 (2012)

    Article  Google Scholar 

  21. Rutkowski, L.: On bayes risk consistent pattern recognition procedures in a quasi-stationary environment. IEEE Transactions on Pattern Analysis and Machine Intelligence 4(1), 84–87 (1982)

    Article  MATH  MathSciNet  Google Scholar 

  22. Rutkowski, L.: Sequential pattern recognition procedures derived from multiple fourier series. Pattern Recognition Letters 8(4), 213–216 (1988)

    Article  MATH  Google Scholar 

  23. Rutkowski, L.: Non-parametric learning algorithms in time-varying environments. Signal Processing 18(2), 129–137 (1989)

    Article  MathSciNet  Google Scholar 

  24. Scherer, R., Rutkowski, L.: Connectionist fuzzy relational systems. In: Hagamuge, S., Wang, L.P. (eds.) Computational Intelligence for Modelling and Control. SCI, vol. 2, pp. 35–47. Springer, Heidelberg (2005)

    Google Scholar 

  25. Theodoridis, D., Boutalis, Y., Christodoulou, M.: Robustifying analysis of the direct adaptive control of unknown multivariable nonlinear systems based on a new neuro-fuzzy method. Journal of Artificial Intelligence and Soft Computing Research 1(1), 59–79 (2011)

    Google Scholar 

  26. Turk, M., Pentland, A.: Face recognition using eigenfaces. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 1991, pp. 586–591 (June 1991)

    Google Scholar 

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Author information

Authors and Affiliations

  1. Institute of Computational Intelligence, Czestochowa University of Technology, Czestochowa, Poland

    Sebastian Pabiasz & Janusz T. Starczewski

  2. Public Research Centre Henri Tudor (CRPHT), Resource Centre for Environmental Technologies (CRTE), 6A, avenue des Hauts-Fourneaux, L-4362, Esch-sur-Alzette, Luxembourg

    Antonino Marvuglia

Authors
  1. Sebastian Pabiasz
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  2. Janusz T. Starczewski
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  3. Antonino Marvuglia
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Editor information

Editors and Affiliations

  1. Częstochowa University of Technology, Armii Krajowej 36, 42-200, Częstochowa, Poland

    Leszek Rutkowski  & Rafał Scherer  & 

  2. Częstochowa University of Technology, 42-200, Częstochowa, Poland

    Marcin Korytkowski

  3. AGH University of Science and Technology, Mickiewicza 30, 30-059, Kraków, Poland

    Ryszard Tadeusiewicz

  4. Computer Science Division, Department of Electrical Engineering and Computer Sciences, University of California Berkeley, 94720-1776, Berkeley, CA, USA

    Lotfi A. Zadeh

  5. Computational Intelligence Laboratory, Electrical and Computer Engineering, University of Louisville, 405 Lutz Hall, 40292, Louisville, KY, USA

    Jacek M. Zurada

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© 2014 Springer International Publishing Switzerland

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Pabiasz, S., Starczewski, J.T., Marvuglia, A. (2014). A New Three-Dimensional Facial Landmarks in Recognition. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds) Artificial Intelligence and Soft Computing. ICAISC 2014. Lecture Notes in Computer Science(), vol 8468. Springer, Cham. https://doi.org/10.1007/978-3-319-07176-3_16

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  • DOI: https://doi.org/10.1007/978-3-319-07176-3_16

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-07175-6

  • Online ISBN: 978-3-319-07176-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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