Abstract

An artificial neural network used to realize the approximating problem of the color appearance model (CAM) CIECAM02 in color management is demonstrated. GretagMacbeth ColorChecker Charts, which now are widely used in calibration of digital camera, are chosen as samples to implement the forward and reverse color appearance models. When the predictive results are evaluated, for forward model, the output color appearance space is converted to the uniform color space based on CAM and is evaluated, while for reverse model, because the prediction precision is insufficient, we try to convert the color appearance space, which is the cylinder space, to the cube space similar to the red, green, and blue (RGB) space, and the results show that the precision is obviously improved.

© 2005 Chinese Optics Letters

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  1. S. Sueeprasan, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 26, 428 (2001).
  2. P. Campadelli, C. Gangai, and R. Schettini, Color Res. Appl. 24, 411 (1999).
  3. M. C. Lo, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 21, 277 (1996).
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  5. J. H. Xin, S. Sijie, and K. F.-L. Chung, Color Res. Appl. 25, 424 (2000).
  6. J. H. Xin, S. Sijie, and K. Chung, Color Res. Appl. 27, 116 (2002).
  7. B. Chai, N. Fang, and W. Yang, J. Beijing Institute of Technol. 12, (Suppl.) 54 (2003).
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  13. H. Yu, C. Li, and J. Shi, Proc. SPIE 4922, 195 (2002).
  14. W. Yang, D. Zhao, H. Yu, B. Peng, and F. Bai, Proc. SPIE 4922, 167 (2002).
  15. S. Nakauchi, S. Hatanaka, and S. Usui, Color Res. Appl. 24, 280 (1999).
  16. Q. M. Huang and D. Z. Zhao, China Illuminating Engineering Journal (in Chinese) 13, 19 (2002).

2004 (1)

W. P. Yang, N. F. Fang, Q. M. Huang, J. M. Hao, and S. Q. Jiang, Acta Opt. Sin. (in Chinese) 24, 1039 (2004).

2003 (1)

W. Yang, N. Fang, B. Chai, Z. P. Hu, L. Bai, and Z. J. Li, J. Beijing Institute of Technol. 12, 376 (2003).

2002 (4)

H. Yu, C. Li, and J. Shi, Proc. SPIE 4922, 195 (2002).

W. Yang, D. Zhao, H. Yu, B. Peng, and F. Bai, Proc. SPIE 4922, 167 (2002).

J. H. Xin, S. Sijie, and K. Chung, Color Res. Appl. 27, 116 (2002).

Q. M. Huang and D. Z. Zhao, China Illuminating Engineering Journal (in Chinese) 13, 19 (2002).

2001 (1)

S. Sueeprasan, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 26, 428 (2001).

2000 (2)

J. H. Xin, S. Sijie, and K. F.-L. Chung, Color Res. Appl. 25, 424 (2000).

D. R. Wyble and M. D. Fairchild, Color Res. Appl. 25, 132 (2000).

1999 (2)

P. Campadelli, C. Gangai, and R. Schettini, Color Res. Appl. 24, 411 (1999).

S. Nakauchi, S. Hatanaka, and S. Usui, Color Res. Appl. 24, 280 (1999).

1998 (1)

M. R. Luo and R. W. G. Hunt, Color Res. Appl. 23, 147 (1998).

1996 (1)

M. C. Lo, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 21, 277 (1996).

Bai, F.

W. Yang, D. Zhao, H. Yu, B. Peng, and F. Bai, Proc. SPIE 4922, 167 (2002).

Bai, L.

W. Yang, N. Fang, B. Chai, Z. P. Hu, L. Bai, and Z. J. Li, J. Beijing Institute of Technol. 12, 376 (2003).

Campadelli, P.

P. Campadelli, C. Gangai, and R. Schettini, Color Res. Appl. 24, 411 (1999).

Chai, B.

W. Yang, N. Fang, B. Chai, Z. P. Hu, L. Bai, and Z. J. Li, J. Beijing Institute of Technol. 12, 376 (2003).

Chung, K.

J. H. Xin, S. Sijie, and K. Chung, Color Res. Appl. 27, 116 (2002).

Chung, K. F.-L.

J. H. Xin, S. Sijie, and K. F.-L. Chung, Color Res. Appl. 25, 424 (2000).

Fairchild, M. D.

D. R. Wyble and M. D. Fairchild, Color Res. Appl. 25, 132 (2000).

Fang, N.

W. Yang, N. Fang, B. Chai, Z. P. Hu, L. Bai, and Z. J. Li, J. Beijing Institute of Technol. 12, 376 (2003).

Fang, N. F.

W. P. Yang, N. F. Fang, Q. M. Huang, J. M. Hao, and S. Q. Jiang, Acta Opt. Sin. (in Chinese) 24, 1039 (2004).

Gangai, C.

P. Campadelli, C. Gangai, and R. Schettini, Color Res. Appl. 24, 411 (1999).

Hao, J. M.

W. P. Yang, N. F. Fang, Q. M. Huang, J. M. Hao, and S. Q. Jiang, Acta Opt. Sin. (in Chinese) 24, 1039 (2004).

Hatanaka, S.

S. Nakauchi, S. Hatanaka, and S. Usui, Color Res. Appl. 24, 280 (1999).

Hu, Z. P.

W. Yang, N. Fang, B. Chai, Z. P. Hu, L. Bai, and Z. J. Li, J. Beijing Institute of Technol. 12, 376 (2003).

Huang, Q. M.

W. P. Yang, N. F. Fang, Q. M. Huang, J. M. Hao, and S. Q. Jiang, Acta Opt. Sin. (in Chinese) 24, 1039 (2004).

Q. M. Huang and D. Z. Zhao, China Illuminating Engineering Journal (in Chinese) 13, 19 (2002).

Hunt, R. W. G.

M. R. Luo and R. W. G. Hunt, Color Res. Appl. 23, 147 (1998).

Jiang, S. Q.

W. P. Yang, N. F. Fang, Q. M. Huang, J. M. Hao, and S. Q. Jiang, Acta Opt. Sin. (in Chinese) 24, 1039 (2004).

Li, C.

H. Yu, C. Li, and J. Shi, Proc. SPIE 4922, 195 (2002).

Li, Z. J.

W. Yang, N. Fang, B. Chai, Z. P. Hu, L. Bai, and Z. J. Li, J. Beijing Institute of Technol. 12, 376 (2003).

Lo, M. C.

M. C. Lo, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 21, 277 (1996).

Luo, M. R.

S. Sueeprasan, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 26, 428 (2001).

M. R. Luo and R. W. G. Hunt, Color Res. Appl. 23, 147 (1998).

M. C. Lo, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 21, 277 (1996).

Nakauchi, S.

S. Nakauchi, S. Hatanaka, and S. Usui, Color Res. Appl. 24, 280 (1999).

Peng, B.

W. Yang, D. Zhao, H. Yu, B. Peng, and F. Bai, Proc. SPIE 4922, 167 (2002).

Rhodes, P. A.

S. Sueeprasan, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 26, 428 (2001).

M. C. Lo, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 21, 277 (1996).

Schettini, R.

P. Campadelli, C. Gangai, and R. Schettini, Color Res. Appl. 24, 411 (1999).

Shi, J.

H. Yu, C. Li, and J. Shi, Proc. SPIE 4922, 195 (2002).

Sijie, S.

J. H. Xin, S. Sijie, and K. Chung, Color Res. Appl. 27, 116 (2002).

J. H. Xin, S. Sijie, and K. F.-L. Chung, Color Res. Appl. 25, 424 (2000).

Sueeprasan, S.

S. Sueeprasan, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 26, 428 (2001).

Usui, S.

S. Nakauchi, S. Hatanaka, and S. Usui, Color Res. Appl. 24, 280 (1999).

Wyble, D. R.

D. R. Wyble and M. D. Fairchild, Color Res. Appl. 25, 132 (2000).

Xin, J. H.

J. H. Xin, S. Sijie, and K. Chung, Color Res. Appl. 27, 116 (2002).

J. H. Xin, S. Sijie, and K. F.-L. Chung, Color Res. Appl. 25, 424 (2000).

Yang, W.

W. Yang, N. Fang, B. Chai, Z. P. Hu, L. Bai, and Z. J. Li, J. Beijing Institute of Technol. 12, 376 (2003).

W. Yang, D. Zhao, H. Yu, B. Peng, and F. Bai, Proc. SPIE 4922, 167 (2002).

Yang, W. P.

W. P. Yang, N. F. Fang, Q. M. Huang, J. M. Hao, and S. Q. Jiang, Acta Opt. Sin. (in Chinese) 24, 1039 (2004).

Yu, H.

H. Yu, C. Li, and J. Shi, Proc. SPIE 4922, 195 (2002).

W. Yang, D. Zhao, H. Yu, B. Peng, and F. Bai, Proc. SPIE 4922, 167 (2002).

Zhao, D.

W. Yang, D. Zhao, H. Yu, B. Peng, and F. Bai, Proc. SPIE 4922, 167 (2002).

Zhao, D. Z.

Q. M. Huang and D. Z. Zhao, China Illuminating Engineering Journal (in Chinese) 13, 19 (2002).

Acta Opt. Sin. (in Chinese) (1)

W. P. Yang, N. F. Fang, Q. M. Huang, J. M. Hao, and S. Q. Jiang, Acta Opt. Sin. (in Chinese) 24, 1039 (2004).

China Illuminating Engineering Journal (in Chinese) (1)

Q. M. Huang and D. Z. Zhao, China Illuminating Engineering Journal (in Chinese) 13, 19 (2002).

Color Res. Appl. (8)

D. R. Wyble and M. D. Fairchild, Color Res. Appl. 25, 132 (2000).

S. Nakauchi, S. Hatanaka, and S. Usui, Color Res. Appl. 24, 280 (1999).

S. Sueeprasan, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 26, 428 (2001).

P. Campadelli, C. Gangai, and R. Schettini, Color Res. Appl. 24, 411 (1999).

M. C. Lo, M. R. Luo, and P. A. Rhodes, Color Res. Appl. 21, 277 (1996).

M. R. Luo and R. W. G. Hunt, Color Res. Appl. 23, 147 (1998).

J. H. Xin, S. Sijie, and K. F.-L. Chung, Color Res. Appl. 25, 424 (2000).

J. H. Xin, S. Sijie, and K. Chung, Color Res. Appl. 27, 116 (2002).

J. Beijing Institute of Technol. (1)

W. Yang, N. Fang, B. Chai, Z. P. Hu, L. Bai, and Z. J. Li, J. Beijing Institute of Technol. 12, 376 (2003).

Proc. SPIE (2)

H. Yu, C. Li, and J. Shi, Proc. SPIE 4922, 195 (2002).

W. Yang, D. Zhao, H. Yu, B. Peng, and F. Bai, Proc. SPIE 4922, 167 (2002).

Other (3)

H. Huan, "Uniform color space based on CIECAM97s" (in Chinese) (Ph.D. thesis, Beijing Institute of Technology, 2000).

B. Chai, N. Fang, and W. Yang, J. Beijing Institute of Technol. 12, (Suppl.) 54 (2003).

M. Nathan, M. D. Fairchild, R. W. G. Hunt, C. Li, M. R. Luo, and N. Todd, in Proceedings of IS&T/ISD's Tenth Color Imaging Conference, Color Science and Engineering: System Technologies and Scottsdale (2002).

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