A new approach for fingerprint verification based on wide baseline matching using local interest points and descriptors

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4872 LNCS, Issue , 2007, Pages 586-599

  Ruiz del Solar, Javier ^a   Loncomilla, Patricio ^a   Devia, Christ ^a  

^a UNIVERSITY OF CHILE   (Chile)

Author keywords

Fingerprint verification; SIFT; Wide baseline matching

Indexed keywords

DATABASE SYSTEMS; IMAGE ANALYSIS; IMAGE RECONSTRUCTION; STANDARDS; VERIFICATION;

FINGERPRINT VERIFICATION; WIDE BASELINE MATCHING;

PATTERN MATCHING;

EID: 38149033541     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-77129-6_51     Document Type: Conference Paper

References (23)

1. Bazen, A.M., Gerez, S.H.: Systematic methods for the computation of the directional fields and singular points of fingerprints. IEEE Trans. Pattern Anal. Machine Intell 24(7), 905-919 (2002)
2. Cappelli, R., Maio, D., Maltoni, D., Wayman, J., Jain, A.K.: Performance evaluation of fingerprint verification systems. IEEE Trans. Pattern Anal. Machine Intell 28(1), 3-18 (2006)
3. Ferrari, V., Tuytelaars, T., Van Gool, L.: Simultaneous Object Recognition and Segmentation by Image Exploration. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3021, pp. 40-54. Springer, Heidelberg (2004)
4. Harris, C., Stephens, M.: A combined corner and edge detector. In: Proc. 4th Alvey Vision Conf., Manchester, UK, pp. 147-151 (1998)
5. Lee, H.C., Lee, H.C.G.: Advances in Fingerpint Tecnology. Elsevier, NY (1991)
6. Lowe, D.: Local feature view clustering for 3D object recognition. In: Lowe, D. (ed.) IEEE Conference on Computer Vision and Pattern Recognition, Hawaii, pp. 682-688 (2001)
7. Lowe, D.: Distinctive Image Features from Scale-Invariant Keypoints. Int. Journal of Computer Vision 60(2), 91-110 (2004)
8. Loncomilla, P., Ruiz-del-Solar, J.: Gaze Direction Determination of Opponents and Teammates in Robot Soccer. In: Bredenfeld, A., Jacoff, A., Noda, I., Takahashi, Y. (eds.) RoboCup 2005. LNCS (LNAI), vol. 4020, pp. 230-242. Springer, Heidelberg (2006)
9. Loncomilla, P., Ruiz-del-Solar, J.: Improving SIFT-based Object Recognition for Robot Applications. In: Roli, F., Vitulano, S. (eds.) ICIAP 2005. LNCS, vol. 3617, pp. 1084-1092. Springer, Heidelberg (2005)
10. Loncomilla, P., Ruiz-del-Solar, J.: A Fast Probabilistic Model for Hypothesis Rejection in SIFT-Based Object Recognition. In: Martinez-Trinidad, J.F., Carrasco Ochoa, J.A., Kittler, J. (eds.) CIARP 2006. LNCS, vol. 4225, pp. 696-705. Springer, Heidelberg (2006)
11. Ruiz-del-Solar, J., Loncomilla, P., Vallejos, P.: An Automated Refereeing and Analysis Tool for the Four-Legged League. LNCS (2006)
12. Maltoni, D., Maio, D., Jain, A.K., Prabhakar, S.: Handbook of Fingerprint Recognition. Springer, Heidelberg (2003)
13. Mikolajczyk, K., Schmid, C.: Scale & Affine Invariant Interest Point Detectors. Int. Journal of Computer Vision 60(1), 63-96 (2004)
14. Mikolajczyk, K., Schmid, C.: A performance evaluation of local descriptors. IEEE Trans. Pattern Anal. Machine Intell 27(10), 1615-1630 (2005)
15. Mikolajczyk, K., Tuytelaars, T., Schmid, C., Zisserman, A., Matas, J., Schaffalitzky, F., Kadir, T., Van Gool, L.: A Comparison of Affine Region Detectors. Int. Journal of Computer Vision 65(1-2), 43-72 (2005)
16. Ross, A., Dass, S., Jain, A.K.: Fingerprint warping using ridge curve correspondences. IEEE Trans. Pattern Anal. Machine Intell 28(1), 19-30 (2006)
17. Schaffalitzky, F., Zisserman, A.: Automated location matching in movies. Computer Vision and Image Understanding 92(2-3), 236-264 (2003)
18. Schmid, C., Mohr, R.: Local grayvalue invariants for image retrieval. IEEE Trans. Pattern Anal. Machine Intell 19(5), 530-534 (1997)
19. Se, S., Lowe, D., Little, J.: Mobile robot localization and mapping with uncertainty using scale-invariant visual landmarks. Int. Journal of Robotics Research 21(8), 735-758 (2002)
20. Vallejos, P.: Detection and tracking of people and objects in motion using mobile cameras. Master Thesis, Universidad de Chile (2007)
21. Kovacs-Vajna, Z.M.: A fingerprint verification system based on triangular matching and dynamic time warping. IEEE Trans. Pattern Anal. Machine Intell 22(11), 1266-1276 (2000)
22. Weka: Weka website. Available in November 2006 in: http://www.cs.waikato. ac.nz/ml/weka/
23. FVS 2003, Fingerprint Verification System, http://fvs.sourceforge.net