Spectral color imaging system for estimating spectral reflectance of paint

In this paper, the analysis methods used for developing imaging systems estimating spectral reflectance are considered. The chosen system incorporates an estimation technique for spectral reflectance. Several traditional and machine learning estimation techniques are compared for this purpose. The accuracy of spectral estimation with this system and each estimation technique is evaluated and the system's performance is presented.

[1]  Peter D. Burns,et al.  Analysis Multispectral Image Capture , 1996, CIC.

[2]  J. Parkkinen,et al.  Characteristic spectra of Munsell colors , 1989 .

[3]  Ian T. Nabney,et al.  Netlab: Algorithms for Pattern Recognition , 2002 .

[4]  Roy S. Berns,et al.  High-Resolution Multi-Spectral Image Archives: A Hybrid Approach , 1998, CIC.

[5]  Jon Yngve Hardeberg,et al.  Spectral characterization of electronic cameras , 1998, Other Conferences.

[6]  D H Brainard,et al.  Bayesian color constancy. , 1997, Journal of the Optical Society of America. A, Optics, image science, and vision.

[7]  K Martinez,et al.  High-resolution colorimetric imaging of paintings , 1993, Electronic Imaging.

[8]  Paul H. Lewis,et al.  SCULPTEUR: Multimedia Retrieval for Museums , 2004, CIVR.

[9]  L. Maloney.  Evaluation of linear models of surface spectral reflectance with small numbers of parameters. , 1986, Journal of the Optical Society of America. A, Optics and image science.

[10]  Ron Gershon,et al.  Measurement and Analysis of Object Reflectance Spectra , 1994 .

[11]  Brian A Wandell,et al.  Spectral estimation theory: beyond linear but before Bayesian. , 2003, Journal of the Optical Society of America. A, Optics, image science, and vision.

[12]  Masayuki Nakajima,et al.  Development and standardization of a spectral characteristics database for evaluating color reproduction in image input devices , 1998, Other Conferences.

[13]  Brian V. Funt,et al.  Non-Linear Embeddings and the Underlying Dimensionality of Reflectance Spectra and Chromaticity Histograms , 2001, Color Imaging Conference.

[14]  H. Joel Trussell,et al.  Filter considerations in color correction , 1994, IEEE Trans. Image Process..

[15]  Michael J. Vrhel,et al.  Color correction using principal components , 1992 .

[16]  Norimichi Tsumura,et al.  Development of multiband color imaging systems for recordings of art paintings , 1998, Electronic Imaging.

[17]  H Haneishi,et al.  System design for accurately estimating the spectral reflectance of art paintings. , 2000, Applied optics.

[18]  Jon Y. Hardeberg,et al.  Spectrophotometric Image Analysis of Fine Art Paintings , 1996, CIC.

[19]  Adrian Corduneanu,et al.  Variational Bayesian Model Selection for Mixture Distributions , 2001 .