Abstract

A novel method for spectral characterization of scanner was proposed in this paper, which combined the principal component analysis (PCA) and back propagation (BP) artificial neural network (ANN). The natural color system (NCS) color patches were adopted as the color targets. The accuracy of this method was evaluated by spectral root mean square (SRMS) error and the CIEDE2000 color difference specification. The experimental results showed that six principal components were appropriate and the spectral characterization accuracy was outstanding when a 3-20-6 BP net structure was used to estimate the scalars from the scanner red/green/blue (RGB) signals.

© 2005 Chinese Optics Letters

PDF Article

References

  • View by:
  • |
  • |
  • |

  1. H.-L. Shen and J. H. Xin, J. Opt. Soc. Am. A 21, 1125 (2004).
  2. F. H. Imai, D. R. Wyble, R. S. Berns, and D.-Y. Tzeng, J. Imag. Sci. and Technol. 47, 543 (2003).
  3. M. Shi and G. Healey, J. Opt. Soc. Am. A 19, 645 (2002).
  4. H. R. Kang, J. Imag. Sci. and Technol. 36, 162 (1992).
  5. T. Johnson, Displays 16, 183 (1996).
  6. R. Schettini, B. Barolo, and E. Boldrin, Pattern Recognition Lett. 16, 1051 (1995).
  7. D.-Y. Tzeng and R. S. Berns, Col. Res. Appl. 30, 84 (2005).
  8. P. Ren, N. Liao, B. Chai, W. Yang, and S. Li, Optical Technique (in Chinese) 31, 427 (2005).
  9. H. Xu and H. Yaguchi, Col. Res. Appl. 30, 198 (2005).

2005 (3)

D.-Y. Tzeng and R. S. Berns, Col. Res. Appl. 30, 84 (2005).

P. Ren, N. Liao, B. Chai, W. Yang, and S. Li, Optical Technique (in Chinese) 31, 427 (2005).

H. Xu and H. Yaguchi, Col. Res. Appl. 30, 198 (2005).

2004 (1)

2003 (1)

F. H. Imai, D. R. Wyble, R. S. Berns, and D.-Y. Tzeng, J. Imag. Sci. and Technol. 47, 543 (2003).

2002 (1)

1996 (1)

T. Johnson, Displays 16, 183 (1996).

1995 (1)

R. Schettini, B. Barolo, and E. Boldrin, Pattern Recognition Lett. 16, 1051 (1995).

1992 (1)

H. R. Kang, J. Imag. Sci. and Technol. 36, 162 (1992).

Barolo, B.

R. Schettini, B. Barolo, and E. Boldrin, Pattern Recognition Lett. 16, 1051 (1995).

Berns, R. S.

D.-Y. Tzeng and R. S. Berns, Col. Res. Appl. 30, 84 (2005).

F. H. Imai, D. R. Wyble, R. S. Berns, and D.-Y. Tzeng, J. Imag. Sci. and Technol. 47, 543 (2003).

Boldrin, E.

R. Schettini, B. Barolo, and E. Boldrin, Pattern Recognition Lett. 16, 1051 (1995).

Chai, B.

P. Ren, N. Liao, B. Chai, W. Yang, and S. Li, Optical Technique (in Chinese) 31, 427 (2005).

Healey, G.

Imai, F. H.

F. H. Imai, D. R. Wyble, R. S. Berns, and D.-Y. Tzeng, J. Imag. Sci. and Technol. 47, 543 (2003).

Johnson, T.

T. Johnson, Displays 16, 183 (1996).

Kang, H. R.

H. R. Kang, J. Imag. Sci. and Technol. 36, 162 (1992).

Li, S.

P. Ren, N. Liao, B. Chai, W. Yang, and S. Li, Optical Technique (in Chinese) 31, 427 (2005).

Liao, N.

P. Ren, N. Liao, B. Chai, W. Yang, and S. Li, Optical Technique (in Chinese) 31, 427 (2005).

Ren, P.

P. Ren, N. Liao, B. Chai, W. Yang, and S. Li, Optical Technique (in Chinese) 31, 427 (2005).

Schettini, R.

R. Schettini, B. Barolo, and E. Boldrin, Pattern Recognition Lett. 16, 1051 (1995).

Shen, H.-L.

Shi, M.

Tzeng, D.-Y.

D.-Y. Tzeng and R. S. Berns, Col. Res. Appl. 30, 84 (2005).

F. H. Imai, D. R. Wyble, R. S. Berns, and D.-Y. Tzeng, J. Imag. Sci. and Technol. 47, 543 (2003).

Wyble, D. R.

F. H. Imai, D. R. Wyble, R. S. Berns, and D.-Y. Tzeng, J. Imag. Sci. and Technol. 47, 543 (2003).

Xin, J. H.

Xu, H.

H. Xu and H. Yaguchi, Col. Res. Appl. 30, 198 (2005).

Yaguchi, H.

H. Xu and H. Yaguchi, Col. Res. Appl. 30, 198 (2005).

Yang, W.

P. Ren, N. Liao, B. Chai, W. Yang, and S. Li, Optical Technique (in Chinese) 31, 427 (2005).

Col. Res. Appl. (2)

D.-Y. Tzeng and R. S. Berns, Col. Res. Appl. 30, 84 (2005).

H. Xu and H. Yaguchi, Col. Res. Appl. 30, 198 (2005).

Displays (1)

T. Johnson, Displays 16, 183 (1996).

J. Imag. Sci. and Technol. (2)

F. H. Imai, D. R. Wyble, R. S. Berns, and D.-Y. Tzeng, J. Imag. Sci. and Technol. 47, 543 (2003).

H. R. Kang, J. Imag. Sci. and Technol. 36, 162 (1992).

J. Opt. Soc. Am. A (2)

Optical Technique (in Chinese) (1)

P. Ren, N. Liao, B. Chai, W. Yang, and S. Li, Optical Technique (in Chinese) 31, 427 (2005).

Pattern Recognition Lett. (1)

R. Schettini, B. Barolo, and E. Boldrin, Pattern Recognition Lett. 16, 1051 (1995).

Cited By

OSA participates in CrossRef's Cited-By Linking service. Citing articles from OSA journals and other participating publishers are listed here.