Selecting algorithms, sensors, and linear bases for optimum spectral recovery of skylight

Journal of the Optical Society of America A: Optics and Image Science, and Vision

Volumn 24, Issue 4, 2007, Pages 942-956

  López Álvarez, Miguel Angel ^a   Hernández Andrés, Javier ^a   Valero, Eva M ^a   Romero, Javier ^a  

^a UNIVERSITY OF GRANADA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ESTIMATION; GAUSSIAN NOISE (ELECTRONIC); MULTISPECTRAL SCANNERS; OPTICAL SENSORS;

MULTISPECTRAL SYSTEM; SKYLIGHT; SPECTRAL RECOVERY;

REFLECTION;

ALGORITHM; ARTICLE; COMPUTER AIDED DESIGN; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; EQUIPMENT; EQUIPMENT DESIGN; EVALUATION; ILLUMINATION; INFORMATION RETRIEVAL; INSTRUMENTATION; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; SPECTROSCOPY; STATISTICAL MODEL; SUNLIGHT; TRANSDUCER;

ALGORITHMS; COMPUTER SIMULATION; COMPUTER-AIDED DESIGN; EQUIPMENT DESIGN; EQUIPMENT FAILURE ANALYSIS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; LIGHTING; LINEAR MODELS; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SPECTRUM ANALYSIS; SUNLIGHT; TRANSDUCERS;

EID: 34248391040     PISSN: 10847529     EISSN: None     Source Type: Journal    
DOI: 10.1364/JOSAA.24.000942     Document Type: Article

References (40)

1. R. M. Goody and Y. L. Yung, Atmospheric Radiation, Theoretical Basis, 2nd ed. (Oxford U. Press, 1995), Chap. 5.
2. J. Y. Hardeberg, "Acquisition and reproduction of color images: colorimetric and multispectral approaches," Ph.D. dissertation (Ecole Nationale Supérieure des Télécommunications, Paris, 1999), pp. 121-174.
3. N. Metropolis, A. Rosenbluth, M. Rosenbluth, A. Teller, and E. Teller, "Equations of state calculations by fast computing machines," J. Chem. Phys. 21, 1087-1092 (1953).
4. M. A. López-Álvarez, J. Hernández-Andrés, J. Romero, and R. L. Lee Jr., "Designing a practical system for spectral imaging of skylight," Appl. Opt. 44, 5688-5695 (2005).
5. M. A. López-Álvarez, J. Hernández-Andrés, E. M. Valero, and J. L. Nieves, "Colorimetric and spectral combined metric for the optimization of multispectral systems," in Proceedings of the 10th Congress of the International Colour Association (AIC'05) (AIC, 2005), pp. 1685-1688.
6. L. T. Maloney and B. A. Wandell, "Color constancy: a method for recovering surface spectral reflectance," J. Opt. Soc. Am. A 3, 29-33 (1986).
7. D. H. Marimont and B. A. Wandell, "Linear models of surface and illuminant spectra," J. Opt. Soc. Am. A 9, 1905-1913 (1992).
8. J. Romero, A. García-Beltrán, and J. Hernández-Andrés, "Linear bases for representation of natural and artificial illuminants," J. Opt. Soc. Am. A 14, 1007-1014 (1997).
9. G. Buchsbaum and O. Bloch, "Color categories revealed by non-negative matrix factorization of Munsell color spectra," Vision Res. 42, 559-563 (2002).
10. P. O. Hoyer, "Non-negative factorization with sparseness constraints," J. Mach. Learn. Res. 5, 1457-1469 (2004).
11. D. D. Lee and H. S. Seung, "Learning the parts of objects by non-negative matrix factorization," Nature (London) 401, 788-793 (1999).
12. A. Hyvärinen, J. Karhunen, and E. Oja, Independent Component Analysis, 1st ed. (Wiley, 2001), pp. 147-292.
13. T. W. Lee, M. Girolami, and T. J. Sejnowski, "Independent component analysis using an extended infomax algorithm for mixed sub-Gaussian and super-Gaussian sources," Neural Comput. 11, 417-441 (1999).
14. D. Connah, S. Westland, and M. G. A. Thomson, "Optimization of a multispectral imaging system," in Proceedings of the 1st European Conference on Colour Graphics, Image and Vision (Society for Imaging Science and Technology, 2002), pp. 619-622.
15. F. H. Imai 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 (Society of Multispectral Imaging of Japan, 1999), pp. 42-48.
16. M. Shi and G. Healey, "Using reflectance models for color scanner calibration," J. Opt. Soc. Am. A 19, 645-656 (2002).
17. H. Haneishi, T. Hasegawa, A. Hosoi, Y. Yokoyama, N. Tsumura, and Y. Miyake, "System design for accurately estimating spectral reflectance of art paintings," Appl. Opt. 39, 6621-6632 (2000).
18. W. K. Pratt and C. E. Mancill, "Spectral estimation techniques for the spectral calibration of a color image scanner," Appl. Opt. 15, 73-75 (1976).
19. J. L. Nieves, E. M. Valero, S. M. C. Nascimento, J. Hernández-Andrés, and J. Romero, "Multispectral synthesis of daylight using a commercial digital CCD camera," Appl. Opt. 44, 5696-5703 (2005).
20. D. C. Day, "Filter selection for spectral estimation using a trichromatic camera," M.Sc. dissertation (Rochester Institute of Technology, 2003), http://www.art-si.org/PDFs/Acquisition/ DCDayMSThesis03.pdf.
21. N. Shimano, "Evaluation of a multispectral image acquisition system aimed at reconstruction of spectral reflectances," Opt. Eng. (Bellingham) 44, 107005 (2005).
22. N. Shimano, "Optimization of spectral sensitivities with Gaussian distribution functions for a color image acquisition device in the presence of noise," Opt. Eng. (Bellingham) 45, 013201 (2006).
23. N. Shimano, "Suppression of noise effects in color correction by spectral sensitivities of image sensors," Opt. Rev. 9, 81-88 (2002).
24. M. A. López-Álvarez, J. Hernández-Andrés, J. L. Nieves, and J. Romero, "Influence of the recovery method on the optimum sensors for spectral imaging of skylight," Proc. SPIE 6062, 6062-9 (2006).
25. V. Cheung, C. Li, S. Westland, J. Y. Hardeberg, and D. R. Connah, "Characterization of trichromatic color cameras by using a new multispectral imaging technique," J. Opt. Soc. Am. A 22, 1231-1240 (2005).
26. M. Vilaseca, J. Pujol, and M. Arjona, "Illuminant influence on the reconstruction of near-infrared spectra," J. Imaging Sci. Technol. 48, 111-119 (2003).
27. D. Connah, S. Westland, and M. G. A. Thomson, "Recovering spectral information using digital camera systems," Color Technol. 117, 309-312 (2001).
28. P. D. Burns and R. S. Berns, "Quantization in multispectral color image acquisition," in Proceedings of the IS&T 7th Color Imaging Conference: Color Science, Systems and Applications (Society for Imaging Science and Technology, 1999), pp. 32-35.
29. J. Hernández-Andrés, J. Romero, and R. L. Lee, Jr., "Calorimetric and spectroradiometric characteristics of narrow-field-of-view clear skylight in Granada, Spain," J. Opt. Soc. Am. A 18, 412-420 (2001).
30. S. M. Sze, Physics of Semiconductor Devices, 2nd ed. (Wiley, 1981), pp. 362-510.
31. S. Franco, Design with Operational Amplifiers and Analog Integrated Circuits, 3rd ed. (McGraw-Hill, 2002), pp. 311-346.
32. R. A. Yotter and D. M. Wilson, "A review of photodetectors for sensing light-emitting reporters in biological systems," IEEE Sens. J. 3, pp. 288-303 (2003).
33. P. Alotto, A. Caiti, G. Molinari, and M. Repetto, "A multiquadrics-based algorithm for the acceleration of simulated annealing optimization procedures," IEEE Trans. Magn. 32, 1198-1201 (1996).
34. F. H. Imai, M. R. Rosen, and R. S. Berns, "Comparative study of metrics for spectral match quality," in Proceedings of the 1st European Conference on Colour in Graphics, Image and Vision (Society for Imaging Science and Technology, 2002), pp. 492-496.
35. J. A. S. Viggiano, "Metrics for evaluating spectral matches: a quantitative comparison," in Proceedings of the 2nd European Conference on Colour Graphics, Imaging and Vision (Society for Imaging Science and Technology, 2004), pp. 286-291.
36. J. J. Michalsky, "Estimation of continuous solar spectral distributions from discrete filter measurements: II. A demonstration of practicability," Sol. Energy 34, 439-445 (1985).
37. J. Y. Hardeberg, "Acquisition and reproduction of color images: colorimetric and multispectral approaches," Ph.D. dissertation (Ecole Nationale Supérieure des Télécommunications, Paris, 1999), pp. 134-138.
38. B. P. Lathi, Modern Digital and Analog Communication Systems, 2nd ed. (Oxford U. Press, 1989), pp. 132-212.
39. W. Xiong and B. Funt, "Independent component analysis and nonnegative linear model analysis of illuminant and reflectance spectra," in Proceedings of the 10th Congress of the International Colour Association (AIC'05) (AIC, 2005), pp. 503-506.
40. E. K. Oxtoby, D. H. Foster, K. Amano, and S. M. C. Nascimento, "How many basis functions are needed to reproduce coloured patterns under illuminant changes?," Perception 31, Suppl., 66 (2002).