Gaussian multiscale aggregation oriented to hand biometric segmentation in mobile devices

Proceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011

Volumn , Issue , 2011, Pages 237-242

  De Santos Sierra, Alberto ^a   Ávila, Carmen Sánchez ^a   Del Pozo, Gonzalo Bailador ^a   Casanova, Javier Guerra ^a  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

Biometrics; Graphs; Hand Biometrics; Mobile Devices; Multiscale Aggregation; Security

Indexed keywords

BANK ACCOUNTS; DOCUMENT PROTECTION; GAUSSIANS; GRAPHS; MULTISCALES; SECURITY;

MOBILE DEVICES;

BIOMETRICS;

EID: 83755194902     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NaBIC.2011.6089603     Document Type: Conference Paper

References (19)

1. Y. P. Lew, A. R. Ramli, S. Y. Koay, R. Ali, and V. Prakash, "A hand segmentation scheme using clustering technique in homogeneous background," in Research and Development, 2002. SCOReD 2002. Student Conference on, 2002, pp. 305-308, iD: 1.
2. R. Sanchez-Reillo, C. Sanchez-Avila, and A. Gonzalez-Marcos, "Biometric identification through hand geometry measurements," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 22, no. 10, pp. 1168-1171, oct 2000.
3. M. Arif, T. Brouard, and N. Vincent, "Personal identification and verification by hand recognition," in Engineering of Intelligent Systems, 2006 IEEE International Conference on, 0-0 2006, pp. 1-6.
4. M. Ferrer, J. Fabregas, M. Faundez, J. Alonso, and C. Travieso, "Hand geometry identification system performance," in Security Technology, 2009. 43rd Annual 2009 International Carnahan Conference on, 5-8 2009, pp. 167-171.
5. A. Morales, M. Ferrer, J. Alonso, and C. Travieso, "Comparing infrared and visible illumination for contactless hand based biometric scheme," in Security Technology, 2008. ICCST 2008. 42nd Annual IEEE International Carnahan Conference on, 2008, pp. 191-197.
6. A. de Santos Sierra, J. Guerra Casanova, C. Sánchez Á vila, and V. Jara Vera, "Silhouette-based hand recognition on mobile devices," in 43rd Annual 2009 International Carnahan Conference on Security Technology, 2009., oct. 2009, pp. 160-166.
7. A.-C. Munoz, A. de Santos Sierra, C. Ávila, J. Casanova, G. del Pozo, and V. Vera, "Hand biometric segmentation by means of fuzzy multiscale aggregation for mobile devices," in Emerging Techniques and Challenges for Hand-Based Biometrics (ETCHB), 2010 International Workshop on, 2010, pp. 1-6.
8. T. Alhussain, S. Drew, and O. Alfarraj, "Biometric authentication for mobile government security," in Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on, vol. 2, 2010, pp. 114-118, iD: 1.
9. A. G.-C. Muñoz, C. S. Á vila, A. de Santos Sierra, and J. G. Casanova, "A mobile-oriented hand segmentation algorithm based on fuzzy multiscale aggregation," in Proceedings of the 6th international conference on Advances in visual computing-Volume Part I, ser. ISVC'10. Berlin, Heidelberg: Springer-Verlag, 2010, pp. 479-488.
10. S. Alpert, M. Galun, R. Basri, and A. Brandt, "Image segmentation by probabilistic bottom-up aggregation and cue integration," in IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR '07., june 2007, pp. 1-8.
11. E. Yoruk, E. Konukoglu, B. Sankur, and J. Darbon, "Shapebased hand recognition," IEEE Transactions on Image Processing, vol. 15, no. 7, pp. 1803-1815, july 2006.
12. J. Shi and J. Malik, "Normalized cuts and image segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, pp. 888-905, 1997.
13. P. F. Felzenszwalb and D. P. Huttenlocher, "Efficient graphbased image segmentation".
14. R. C. Gonzalez and R. E. Woods, Digital Image Processing. Boston, MA, USA: Addison-Wesley Longman Publishing Co., Inc., 1992.
15. W. Tan, C. Wu, S. Zhao, and S. Chen, "Hand extraction using geometric moments based on active skin color model," in Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on, vol. 4, 20-22 2009, pp. 468-471.
16. A. Mojsilovic, H. Hu, and E. Soljanin, "Extraction of perceptually important colors and similarity measurement for image matching, retrieval and analysis," Image Processing, IEEE Transactions on, vol. 11, no. 11, pp. 1238-1248, Nov. 2002.
17. M. de Berg, M. van Kreveld, M. Overmars, and O. Schwarzkopf, Computational Geometry: Algorithms and Applications, 3rd ed. Springer, April 2008.
18. Y. Ma, H. Derksen, W. Hong, and J. Wright, "Segmentation of multivariate mixed data via lossy data coding and compression," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 29, no. 9, pp. 1546-1562, sept. 2007.
19. S. Chen, L. Cao, Y. Wang, J. Liu, and X. Tang, "Image segmentation by map-ml estimations," Trans. Img. Proc., vol. 19, pp. 2254-2264, September 2010. [Online]. Available: http://dx.doi.org/10.1109/TIP.2010.2047164