A new machine learning approach to fingerprint classification

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

Volumn 2175, Issue , 2001, Pages 57-63

  Yao, Yuan ^a   Marcialis, Gian Luca ^b   Pontil, Massimiliano ^a,c   Frasconi, Paolo ^d   Roli, Fabio ^b  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

^b UNIVERSITY OF CAGLIARI   (Italy)

^c UNIVERSITY OF SIENA   (Italy)

^d UNIVERSITY OF FLORENCE   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

SUPPORT VECTOR MACHINES;

DISTRIBUTED FEATURES; ERROR CORRECTING CODE; FINGERPRINT CLASSIFICATION; FINGERPRINT IMAGES; MACHINE LEARNING APPROACHES; RECURSIVE NEURAL NETWORKS; SUPPORT VECTOR MACHINE (SVMS); TWO MACHINES;

LEARNING SYSTEMS;

EID: 84922577122     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45411-x_7     Document Type: Conference Paper

References (9)

1. T. G. Dietterich and G. Bakiri. Solving multiclass learning problems via errorcorrecting output codes. Journal of Artificial Intelligence Research, 1995.
2. P. Frasconi, M. Gori, and A. Sperduti. A general framework for adaptive processing of data structures. IEEE Trans on Neural Networks, 9(5), pp 768-786, 1998.
3. G. Giacinto, F. Roli, L. Bruzzone. Combination of Neural and Statistical Algorithms for Supervised Classification of Remote-Sensing Images. Pattern Recognition Letters, May 2000, 21 (5) pp. 385-397.
4. E. R. Henry. Classification and Uses of Finger Prints. Routledge, London, 1900.
5. A. K. Jain, S. Prabhakar, and L. Hong. A multichannel approach to fingerprint classification. PAMI, 21 (4):348–359, 1999.
6. G. Marcialis, F Roli, and P. Frasconi. Fingerprint classification by combination of flat and structural approaches. Proc. of AVBPA 2001, June 2001, pp. 241-246.
7. M. Pontil and A. Verri. Support vector machines for 3-d object recognition. IEEE Trans. PAMI, pages 637–646, 1998.
8. V. N. Vapnik. Statistical Learning Theory. Wiley, New York, 1998.
9. C. I. Watson and C. L. Wilson. National Inst. of Standards and Technology, 1992.