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Method and apparatus for color processing with neural networks

Patent 5200816 Issued on April 6, 1993. Estimated Expiration Date: Icon_subject July 19, 2011. Estimated Expiration Date is calculated based on simple USPTO term provisions. It does not account for terminal disclaimers, term adjustments, failure to pay maintenance fees, or other factors which might affect the term of a patent.

Patent References

Color reproduction system
Patent #: 4500919
Issued on: 02/19/1985
Inventor: Schreiber

Method and apparatus using a conversion table based on pre-printed color charts for determining half-tone dot percents required to reproduce the color of a color specimen
Patent #: 4717954
Issued on: 01/05/1988
Inventor: Fujita ,   et al.

Color image data compression and recovery apparatus based on neural networks Patent #: 5041916
Issued on: 08/20/1991
Inventor: Yoshida, et al.

Inventor

Assignee

Application

No. 734310 filed on 07/19/1991

US Classes:

358/518, Color correction706/17, Approximation706/31Multilayer feedforward

Examiners

Primary: Brinich, Stephen

Attorney, Agent or Firm

Foreign Patent References

  • 0144188A2 EP. 12/12/1985
  • 2214987 JP. 08/12/1990
  • 2215277 JP. 08/12/1990
  • 2216971 JP. 08/12/1990
  • 2231760A GB. 11/12/1990

International Class

H04N 001/40

Foreign Application Priority Data

1991-06-25 IL

Abstract

A method and apparatus for constructing, training and utilizing an artificial neural network (also termed herein a "neural network", an ANN, or an NN) in order to transform a first color value in a first color coordinate system into a second color value in a second color coordinate system.

Other References

  • "Application of Neural Networks to Computer Recipe Prediction", Color Research & Application, Feb. 1991, 16(1). (Bishop et al)
  • R. K. Molla, "Electronic Color Separation", R. K. Printing & Publishing, New York, 1988
  • G. Wyszecki et al. "Color Science", Wiley & Sons, 1982
  • Rumelhart et al, "Parallel Distributed Processing", MIT Press, 1986
  • J. Stoer, "Introduction to Numerical Analysis", Spring-Verlag, New York, 1980, chapter 2
  • Marquet M., "Dehalftoning of Negatives by Optical Filtering", Optica Acta 6, pp. 404-405, 1959
  • M. Stone et al, "Color Gamut Mapping and the Printing of Digital Color Images", ACM Trans. on Graphics, 7(4), Oct. 1988, pp. 249-292
  • Wasserman P. D., "Neural Computing Theory and Practice", Van Nostrand Reinhold, New York, 1989, pp. 43-59
  • Anderson, J. A. et al, "Neurocomputing", MIT Press, 1988
  • Marquet M. et al, "Interpretation of Particular Aspects of Dehalftoned Images", Optica Acta 8, pp. 267-277, 1961
  • Kermisch D. et al, "Fourier Spectra of Halftone Screens", J. Opt. Soc. Amer., 65, pp. 716-723, 1975
  • P. G. Engeldrum, "Almost Color Mixture Functions", Jou. of Imaging Technology, 14(4), Aug., 1988
  • M. Wright, "Neural Networks Tackle Real-World Problems", Technology Update, EDN, Nov. 8, 1990
  • IT8.7/2, "Color Reflection Target for Input Scanner Calibration", Graphic Arts Perpress, Draft 1, May 13, 199
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