Spectral filter optimization for the recovery of parameters which describe human skin

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 26, Issue 7, 2004, Pages 913-922

  Preece, Stephen J ^a   Claridge, Ela ^b  

^a Astron Clinica Limited   (United Kingdom)

^b UNIVERSITY OF BIRMINGHAM   (United Kingdom)

Author keywords

Color; Image analysis; Medical imaging; Optimization; Skin color; Spectral filters

Indexed keywords

IMAGE ANALYSIS; OPTICAL FILTERS; OPTIMIZATION; SKIN; STATISTICAL METHODS;

SKIN COLORATION; SPECTRAL FILTER OPTIMIZATION; STATISTICAL ERROR ANALYSIS;

MEDICAL IMAGING;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COLOR; COLORIMETRY; COMPUTER ASSISTED DIAGNOSIS; EPILUMINESCENCE MICROSCOPY; FUNCTIONS OF THE SKIN AND ITS APPENDAGES; HUMAN; IMAGE ENHANCEMENT; METHODOLOGY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COLOR; COLORIMETRY; DERMOSCOPY; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; SKIN PHYSIOLOGY;

EID: 3042669114     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2004.36     Document Type: Article

References (24)

1. S. Wan, R.R. Anderson, and J.A. Parrish, "Analytical Modeling for the Optical Properties of the Skin with In Vitro and In Vivo Applications," Photochemistry and Photobiology, vol. 34, pp. 493-499, 1981.
2. S. Cotton and E. Claridge, "Developing a Predictive Model of Human Skin Coloring," Proc. SPIE Medical Imagining, vol. 2708, pp. 814-825, 1996.
3. E. Angelopoulou, R. Molana, and K. Danilidis, "Multispectral Skin Color Modelling," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 635-642, 2001.
4. M. Moncrieff, S. Cotton, E. Claridge, and P. Hall, "Spectrophotometric Intracutaneous Analysis: A New Technique for Imaging Pigmented Skin Lesions," British J. Dermatology, vol. 146, pp. 448-457, 2002.
5. E. Claridge and S. Preece, "An Inverse Method for the Recovery of Tissue Parameters from Color Images," Information Processing in Medical Imaging, pp. 306-317, 2003.
6. N. Tsumura,H. Haneishi, and Y. Miyake, "Independent Component Analysis of Skin Color Image," J. Am. Optical Soc., vol. 6, no. 9, pp. 2169-2176, 1999.
7. G. Finlayson and G. Schaefer, "Solving Color Constancy Using a Constrained Dichromatic Reflection Model," Int'l J. Computer Vision, vol. 42, no. 3, pp. 127-144, 2001.
8. M.A.H. Stoerring and E. Granum, "Physics-Based Modelling of Human Skin under Mixed Illuminants," J. Robotics and Autonomous Systems, vol. 35, pp. 131-142, 2001.
9. T. Ohtsuki and G. Healey, "Using Color and Geometric Models for Extracting Facial Features," The J. Imaging Science and Technology, vol. 42, no. 6, pp. 554-561, 1998.
10. S.A. Prahl, M. Keijzer, S.L. Jacques, and A.J. Welch, "A Monte Carlo Model of Light Propagation in Tissue," SPIE Inst. Series IS, vol. 5, pp. 102-111, 1989.
11. P. Kubelka and F. Munk, "Ein Beitrag zur Optik der Farbanstriche," Zeitschrift fur Technishen Physik, vol. 11, pp. 593-611, 1931.
12. S. Arridge and J. Hebden, "Optical Imaging in Medicine: II Modelling and Reconstruction," Physics in Medicine and Biology, vol. 42, pp. 841-854, 1997.
13. C. Chang, Q. Du, T. Sun, and M. Althouse, "A Joint Band Prioritisation and Band-Decorrelation Approach to Band Selection for Hyperspectral Image Classification," IEEE Trans. Geoscience and Remote Sensing, vol. 37, no. 6, pp. 2631-1641, 1999.
14. S. Shen and E. Bassett, "Information Theory Based Band Selection and Utility Evaluation for Reflective Spectral Systems," SPIE Proc. Algorithms and Technologies for Multispectral, Hyperspectral and Ultraspectral Imagery VIII, S.S. Shen and P.E. Lewis, eds., vol. 4725, pp. 18-29, 2002.
15. J. Karlholm and I. Rehnorn, "Wavelength Band Selection Method for Multispectral Target Detection," Applied Optics, vol. 41, no. 32, pp. 6786-6795, 2002.
16. J. Price, "An Approach for Analysis of Reflectance Spectra," Remote Sensing of Environment, vol. 64, no. 3, pp. 316-330, 1998.
17. S. Cotton and E. Claridge, "Noninvasive Skin Imaging," Information Processing in Medical Imaging, vol. 1230, pp. 501-507, 1997.
18. M.M. Lipschutz, Differential Geometry. New York: McGraw-Hill Book Company, 1969.
19. L. Lyons, Statistics for Nuclear and Particle Physicists. Cambridge: Cambridge Univ. Press, 1986.
20. M.G. Kendall and A. Stuart, The Advanced Theory of Statistics. Volume 1: Distribution Theory, third ed. London: Charles Griffin & Co. Ltd., 1969.
21. R. Anderson and J. Parrish, "The Optics of Human Skin," The J. Investigative Dermatology, vol. 77, no. 1, pp. 13-19, 1981.
22. S.J. Preece and E. Claridge, "Monte Carlo Modelling of the Spectral Reflectance of the Human Eye," Physics in Medicine and Biology, vol. 47, pp. 2863-2877, 2002.
23. G. Healey and D. Slater, "Global Color Constancy: Recognition of Objects by Use of Illumination Invariant Properties of Color Distributions," J. Optical Soc. Am., vol. 11, no. 11, pp. 3003-3010, 1994.
24. L. Maloney and B. Wandell, "Color Constancy: A Method for Recovering Surface Spectral Reflectance," J. Optical Soc. Am., vol. 3, no. 1, pp. 29-33, 1986.