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Munsell Color Science Laboratory Publications Related to Art Spectral Imaging Roy S. Berns Munsell Color Science Laboratory Chester F. Carlson Center for Imaging Science Rochester Institute of Technology December, 2004 1

Publications (Articles, Proceedings, Theses) 1994 Vent. D. S. Multichannel analysis of object-color spectra. M.S. Thesis, Rochester Institute of Technology, Rochester, N.Y. 1996 Burns, P. D. and R. S. Berns. Analysis of multispectral image capture. In Proceedings of the IS&T/SID Fourth Color Imaging Conference Color Science, Systems, and Applications, pp. 19-22. Springfield, Va.: Society for Imaging Science and 1997 Burns, P. D. Analysis of image noise in multi-spectral color acquisition. Ph.D. Dissertation, Rochester Institute of Technology, Rochester, N.Y. Burns, P. D. and R. S. Berns. Error propagation in color signal transformations. Color Research and Application 22:280-289. Burns, P. D., and R. S. Berns. Modeling colorimetric error in electronic image acquisition, Proceedings of the Optical Society of America Annual Meeting, pp. 147-149. Washington, DC: Optical Society of America. 1998 Berns, R. S., F. H. Imai, P. D. Burns, and D. Tzeng. Multispectral-based color reproduction research at the Munsell Color Science Laboratory. In Proceedings of the International Society for Optical Engineering, vol. 3409, ed. J. Bares, pp. 14-25. Bellingham, Wash.: International Society for Optical Engineering. Imai, F. H. and R. S. Berns. High-resolution multi-spectral image capture for fine arts preservation. In Proceedings of the Fourth Argentina Color Conference, pp. 21-22. Buenos Aires, Argentina: Grupo Argentino del Color. Imai, F. H. and R. S. Berns. High-resolution multi-spectral image archives: a hybrid approach. In Proceedings of the IS&T/SID Sixth Color Imaging Conference Color Science, Systems, and Applications, pp. 224-227. Springfield, Va.: Society for Imaging Science and 1999 Berns, R. S. Challenges for colour science in multimedia imaging systems. In Colour Imaging: Vision and Technology, eds. L. MacDonald and R. Luo, pp. 99-127. Chichester: Wiley. Burns, P. D. and R. S. Berns. Quantization in multispectral color image acquisition. In Proceedings of IS&T/SID Seventh Color Imaging Conference: Color Science, Systems, and Applications, pp. 32-35. Springfield, Va.: Society for Imaging Science and 1

Imai, F. H. and R. S. Berns. A comparative analysis of spectral reflectance reconstruction in various spaces using a trichromatic camera system. In Proceedings of the IS&T/SID Seventh Color Imaging Conference: Color Science, Systems, and Applications, pp. 21-25. Springfield, Va.: Society for Imaging Science and Imai, F. H. and R. S. Berns. Spectral estimation using trichromatic digital cameras. In Proceedings of the International Symposium on Multispectral Imaging and Color Reproduction for Digital Archives, pp. 42-49. Chiba, Japan: Chiba University, Miyake Laboratory. Rosen, M. R., and X. Jiang. Lippmann 2000: A spectral image database under construction. In Proceedings of the International Symposium on Multispectral Imaging and Color Reproduction for Digital Archives, pp. 117-122. Chiba, Japan: Chiba University, Miyake Laboratory. 2000 Berns, R. S. Billmeyer and Saltzman s Principles of Color Technology, 3rd ed., New York:Wiley. Imai, F. H., R. S. Berns, and D. Tzeng. A comparative analysis of spectral reflectance estimation in various spaces using a trichromatic camera system. Journal of Imaging Science and Technology 44:280-287. Imai, F. H., M. R. Rosen, and R. S. Berns. Comparison of spectrally narrow-band capture versus wide-band with a priori sample analysis for spectral reflectance estimation. In Proceedings of the Eighth Color Imaging Conference: Color Science and Engineering, Systems, Technologies and Applications, pp. 234-241. Springfield, Va.: Society for Imaging Science and Imai, F. H., M. R. Rosen, R. S. Berns, N. Ohta, and N. Matsushiro. Preliminary study on spectral image compression. In Proceedings of Color Forum Japan 2000, pp. 67-70. Tokyo: Japanese Optics Society, Japanese Illumination Society, Japanese Color Society, and Japanese Photographic Society. Quan, S. and N. Ohta. Optimization of camera spectral sensitivities. In Proceedings of the Eighth Color Imaging Conference: Color Science and Engineering, Systems, Technologies and Applications, pp. 273-278. Springfield, Va.: Society for Imaging Science and Rosen, M. R., M. D. Fairchild, G. M. Johnson, and D. R. Wyble. Color management within a spectral image visualization tool. In Proceedings of the Eighth Color Imaging Conference: Color Science and Engineering, Systems, Technologies and Applications, pp.75-80. Springfield, Va.: Society for Imaging Science and 2001 Berns, R. S. The science of digitizing paintings for color-accurate image archives: A review. Journal of Imaging Science and Technology 45:305-325. Imai, F. H., M. R. Rosen, and R. S. Berns. Multi-spectral imaging of a van Gogh s selfportrait at the National Gallery of Art, Washington, D.C. In Proceedings of the IS&T PICS Conference, pp. 185-189. Springfield, Va.: Society for Imaging Science and 2

Imai, F. H., S. Quan, M. R. Rosen, and R. S. Berns. Digital camera filter design for colorimetric and spectral accuracy. In Proceedings of the Third International Conference on Multispectral Color Science, eds. M. Hauta-Kasari, J. Hiltunen, and J. Vanhanen, pp. 13-16. Joensuu, Finland: University of Joensuu Department of Computer Science. Imai, F. H., M. R. Rosen, D. R. Wyble, R. S. Berns, and D. Tzeng. Spectral reproduction from scene to hardcopy. I: Input and Output. In Proceedings of the International Society for Optical Engineering, vol. 4306, eds. M. M. Blouke, J. Canosa, and N. Sampat, pp. 346-357. Matsushiro, N., F. H. Imai, and N. Ohta. Principal component analysis of spectral images based on the independence of color matching function vectors. In Proceedings of the Third International Conference on Multispectral Color Science, eds. M. Hauta- Kasari, J. Hiltunen, and J. Vanhanen, pp. 77-80. Joensuu, Finland: University of Joensuu Department of Computer Science. Rosen, M. R., F. H. Imai, X. Jiang, and N. Ohta. Spectral reproduction from scene to hardcopy II: Image processing. In Proceedings of the International Society for Optical Engineering, vol. 4300, eds. R. Eschbach and G. G. Marcu, pp. 33-41. 2002 Berns, R. S. and F. H. Imai. The use of multi-channel visible spectrum imaging for pigment identification. In Proceedings of The 13th Triennial ICOM-CC Meeting, pp. 217-222. London: James & James Ltd. Berns, R. S. and R. Merrill. Color science and painting. American Artist, 68-70, 72 (January, 2002). Berns, R. S. Visible-spectrum imaging techniques: An Overview. In Proceedings of the 9th Congress of the International Colour Association, Rochester, N.Y. pp. 475-480. SPIE vol. 4421. Bellingham, Wash.: The International Society for Optical Engineering. Imai, F. H. and R. S. Berns. Spectral estimation of oil paints using multi-filter trichromatic imaging. In Proceedings of the 9th Congress of the International Colour Association, Rochester, N.Y. pp. 504-507. SPIE vol. 4421. Bellingham, Wash.: The International Society for Optical Engineering. Imai, F. H., M. R. Rosen, and R. S. Berns. Comparative study of metrics for spectral match quality. In Proceedings of the First European Conference on Color in Graphics, CGIV 2002, Imaging and Vision, pp. 492-496. Springfield, Va.: Society for Imaging Science and Quan, S. and N. Ohta. Evaluating hypothetical spectral sensitivities with quality factors. Journal of Imaging Science and Technology 46:8-14. Rosen, M. R., F. H. Imai, M. D. Fairchild, and N. Ohta. Data-efficient methods applied to spectral image capture. In Proceedings of the International Congress of Imaging Science, Tokyo, ICIS 02, pp. 389-390 Tokyo: The Society of Photographic Science and Technology of Japan and The Imaging Society of Japan. Rosen, M. R., F. H. Imai, M. D. Fairchild, and N. Ohta. Data-efficient methods applied to spectral image capture. Journal of the Society of Photographic Science and Technology of Japan 65:353-362. 3

Rosen, M. R., M. D. Fairchild, and N. Ohta. An introduction to data-efficient spectral imaging. In Proceedings of the First European Conference on Color in Graphics, CGIV 2002, Imaging and Vision, pp. 497-502. Springfield, Va.: Society for Imaging Science and 2003 Berns, R. S., L. A. Taplin, F. H. Imai, E. A. Day, D. C. Day. Spectral imaging of Matisse s Pot of Geraniums: A case study. In Proceedings IS&T/SID Eleventh Color Imaging Conference: Color Science and Engineering, pp. 149-153. Springfield, Va.: Society for Imaging Science and Day, D. C. Filter selection for spectral estimation using a trichromatic camera. M.S. Thesis, Rochester Institute of Technology, Rochester, N.Y. Day, E. A. The effects of multi-channel spectrum imaging on perceived spatial image quality and color reproduction accuracy. M.S. Thesis, Rochester Institute of Technology, Rochester, N.Y. Day, E. A., R. S. Berns, L. A. Taplin, and F. H. Imai. A psychophysical experiment evaluating the color accuracy of several multispectral image capture techniques. In Proceedings IS&T 2003 PICS conference, pp.199-204. Springfield, Va.: Society for Imaging Science and Imai, F. H., D. R. Wyble, R. S. Berns, and D. Tzeng. A feasibility study of spectral color reproduction. Journal of Imaging Science and Technology 47: 543-553. Quan, S., N. Ohta, R. S. Berns, and N. Katoh. Heirarchical approach to the optimal design of camera spectral sensitivities for colorimetric and spectral performance. SPIE 5008, pp. 159-170. Bellingham, Wash.: The International Society for Optical Engineering. Quan, S. Evaluation and optimal design of spectral sensitivities for digital color imaging. Ph.D. Dissertation, Rochester Institute of Technology, Rochester, N.Y. Rosen, M. R. Navigating the roadblocks to spectral color reproduction: Data-efficient multi-channel imaging and spectral color management. Ph.D. Dissertation, Rochester Institute of Technology, Rochester, N.Y. Sun, Q. Spectral imaging of human portraits and image quality. Ph.D. Dissertation, Rochester Institute of Technology, Rochester, N.Y. 2004 Day, E. A., R. S. Berns, L. A. Taplin, and F. H. Imai. A psychophysical experiment evaluating the color and spatial-image quality of several multi-spectral image capture techniques. Journal of Imaging Science and Technology 48:99-110. Mohammadi, M., M. Nezamabadi, R. S. Berns, and L. A. Taplin. Spectral imaging target development based on hierarchical cluster analysis. In Proceedings IS&T/SID Twelfth Color Imaging Conference: Color Science and Engineering: Systems, Technologies, Applications, pp. 59-64. Springfield, Va.: Society for Imaging Science and 4

Technical Reports 1998 Imai, F. H. Multi-spectral image acquisition and spectral reconstruction using a trichromatic digital camera system associated with absorption filters, parts I-VIII. MCSL Technical Report, August. 2000 Berns, R. S. Direct digital imaging of Vincent van Gogh's self-portrait A personal view. MCSL Technical Report, May. Berns, R. S. The science of digitizing two-dimensional works of art for color-accurate image archives Concepts through practice. MCSL Technical Report, May. Imai, F. H. Spectral reproduction from scene to hardcopy: Multi-spectral acquisition and spectral estimation using a trichromatic digital camera system associated with absorption filters. Parts I and II. MCSL Technical Report, October. 2002 Berns, R. S. Phase I final report to the National Gallery of Art, Washington, Art-SI project update. MCSL Technical Report, October. Day, E. A. Colorimetric characterization of a computer-controlled (SGI) CRT display. MCSL Technical Report, April. Day, E. A., F. H. Imai, L. A. Taplin, and S. Quan. Characterization of a Roper Scientific Quantix monochrome camera. MCSL Technical Report, March. Imai, F. H. Simulation of spectral estimation of an oil-paint target under different illuminants. MCSL Technical Report, January. Imai, F. H., L. A. Taplin, and E. A. Day. Comparison of the accuracy of various transformations from multi-band images to reflectance spectra. MCSL Technical Report, Summer. Imai, F. H., L. A. Taplin, D. C. Day, E. A. Day, and R. S. Berns. Imaging at the National Gallery of Art, Washington, D.C. MCSL Technical Report, December. 2003 Imai, F. H., L.A., Taplin, and E. A. Day. Comparative study of spectral reflectance estimation based on broad-band imaging systems. MCSL Technical Report, April. Day, D.C. Spectral sensitivies of the Sinarback 54 camera. MCSL Technical Report, February. Day, D.C. Evaluation of optical flare and its effects on spectral estimation accuracy. MCSL Technical Report, February. 2004 Mohammadi, M. and R. S. Berns. Verification of the Kubelka-Munk turbid media theory for artist acrylic paint. MCSL Technical Report, June. 5

Mohammadi, M., M. Nezamabadi, L. A. Taplin, and R. S. Berns. Pigment selection using Kubelka-Munk turbid media theory and non-negative least squares technique. MCSL Technical Report, June. 6