Noisy fingerprints classification with directional FFT based features using MLP

Neural Computing and Applications

Volumn 7, Issue 2, 1998, Pages 180-191

  Sarbadhikari, S N ^a   Basak, J ^a   Pal, S K ^a   Kundu, M K ^a  

^a INDIAN STATISTICAL INSTITUTE   (India)

Author keywords

(Noisy) fingerprint classification; Fast Fourier Transform (FFT); Multilayer Perceptron (MLP)

Indexed keywords

EID: 0032354267     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF01414169     Document Type: Article

References (20)

1. Malleswara Rao TCL. Feature extraction for fingerprint classification. Pattern Recognition 1976; 8: 181-192
2. Moayer B, Fu KS. A syntactic approach to fingerprint pattern recognition. Pattern Recognilion 1975; 7: 1-23
3. Isensor DK, Zaky SG. Fingerprint identification using graph matching. Pattern Recognition 1986; 19: 113-122
4. Karu K, Jain AK. Fingerprint classification. Pattern Recognition 1996; 29: 389-404
5. Rumelhart DE, McClelland JL (eds). Parallel Distributed Processing: Explorations in the Microstructure of Cognition. Vol. 1. 1986. MIT Press, Cambridge, MA
6. Kamijo M. Classifying fingerprint images using neural network: Deriving the classification state. Proceedings of IEEE International Joint Conference on Neural Networks, San Francisco, CA, 1993; 1932-1937
7. Baldi P, Chauvin Y. Neural networks for fingerprint recognition. Neural Computation 1993; 5: 402-418
8. Wilson CL, Candela GT, Watson CI. Neural network fingerprint classification. J Artif Neural Networks 1993; 1: 1-25
9. Pal SK, Ghosh A. Fuzzy geometry in image analysis. Fuzzy Sets and Systems 1992; 48: 23-40
10. Pal SK, Leigh AB. Motion frame analysis and scene abstraction: Discrimination ability of fuzziness measures. J Intelligent and Fuzzy Systems 1995; 3: 247-256
11. Pal SK, Mitra S. Noisy fingerprint classification using multilayer perceptron with fuzzy geometrical and textural features. Fuzzy Sets and Systems 1996; (in press)
12. Mitra S, Pal SK, Kundu MK. Fingerprint classification using fuzzy multilayer perceptron. Neural Computing and Applications 1994; 2: 227-233
13. Haralick RM, Shanmugam K, Dinstein I. Textural features for image classification. IEEE Trans Systems, Man Cybernetics 1973; 3: 610-621
14. Gonzalez RC, Woods RE. Digital Image Processing. Addison-Wesley, Reading, MA, 1992
15. Coetzee L, Botha EC. Fingerprint recognition in low quality images. Pattern Recognition 1993; 26: 1441-1460
16. Henry ER. Classification and uses of fingerprints. Routledge & Sons, London, 1900
17. Voss R. Random fractals: characterization and measurement. In: Pynn R. Skjeltorp A (eds), Scaling Phenomena in Disordered Systems. Plenum Press. New York, 1986
18. Keller JM, Chen S, Crownover RM. Texture description and segmentation through fractal geometry. Computer Vision, Graphics and Image Processing 1989; 45: 150-166
19. Basak J, Pal NR, Pal SK. A connectionist system for learning and recognition of structures. Neural Networks 1995; 8: 643-657
20. Duda RO, Hart PE. Pattern Classification and Scene Analysis. John Wiley, New York, 1973