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Volumn 16, Issue 10, 2011, Pages

Recovery of macular pigment spectrum in vivo using hyperspectral image analysis

Author keywords

hyperspectral imaging; image analysis; ophthalmology

Indexed keywords

ABSORBANCE PEAK; ABSORBANCE SPECTRUM; BLUE SPECTRUM; COST-EFFECTIVE APPROACH; DATA CUBE; HEALTHY SUBJECTS; HYPERSPECTRAL; HYPERSPECTRAL IMAGE ANALYSIS; HYPERSPECTRAL IMAGING; IN-VITRO; IN-VIVO; MACULAR PIGMENTS; MATHEMATICAL ANALYSIS; NON-INVASIVE IMAGING; NONNEGATIVE MATRIX FACTORIZATION; NOVEL METHODS; OBJECTIVE METHODS; OPTICAL DENSITIES; PRIOR KNOWLEDGE; SNAPSHOT HYPERSPECTRAL IMAGING; SPATIAL PROFILES; SPECTRAL SIGNATURE;

EID: 80054860164     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.3640813     Document Type: Review
Times cited : (32)

References (53)
  • 1
    • 0019754646 scopus 로고
    • Historic perspectives. Macular yellow pigment. The first 200 years
    • J. J. Nussbaum, R. C. Pruett, and F. C. Delori, Historic perspectives. Macular yellow pigment. The first 200 years Retina 1(4), 296-310 (1981
    • (1981) Retina , vol.1 , Issue.4 , pp. 296-310
    • Nussbaum, J.J.1    Pruett, R.C.2    Delori, F.C.3
  • 2
    • 0019952889 scopus 로고
    • Carotenoid pigments: Their possible role in protecting against photooxidation in eyes and photoreceptor cells
    • K. Kirschfeld, Carotenoid pigments: their possible role in protecting against photooxidation in eyes and photoreceptor cellsProc. R. Soc. London, Ser. B 216(1202), 71-85 (1982 (Pubitemid 12034236)
    • (1982) Proceedings of the Royal Society of London - Biological Sciences , vol.216 , Issue.1202 , pp. 71-85
    • Kirschfeld, K.1
  • 3
    • 18644371977 scopus 로고    scopus 로고
    • Assessment of the validity of in vivo methods of measuring human macular pigment optical density
    • DOI 10.1097/01.OPX.0000162652.85875.D2
    • B. R. Hammond, B. R. Wooten, and B. Smollon, Assessment of the validity of in vivo methods of measuring human macular pigment optical density Optom. Vision Sci. 82(5), 387-404 (2005 (Pubitemid 40664335)
    • (2005) Optometry and Vision Science , vol.82 , Issue.5 , pp. 387-404
    • Hammond Jr., B.R.1    Wooten, B.R.2    Smollon, B.3
  • 4
    • 0030826642 scopus 로고    scopus 로고
    • Identification of lutein and zeaxanthin oxidation products in human and monkey retinas
    • F. Khachik, P. S. Bernstein, and D. L. Garland, Identification of lutein and zeaxanthin oxidation products in human and monkey retinas Invest. Ophthalmol. Visual Sci. 38(9), 1802-1811 (1997 (Pubitemid 27382346)
    • (1997) Investigative Ophthalmology and Visual Science , vol.38 , Issue.9 , pp. 1802-1811
    • Khachik, F.1    Bernstein, P.S.2    Garland, D.L.3
  • 6
    • 33751205883 scopus 로고    scopus 로고
    • Risk factors for age-related maculopathy are associated with a relative lack of macular pigment
    • DOI 10.1016/j.exer.2006.08.016, PII S001448350600368X
    • J. M. Nolan, J. Stack, O. O. Donovan, E. Loane, and S. Beatty, Risk factors for age-related maculopathy are associated with a relative lack of macular pigment Exp. Eye Res. 84(1), 61-74 (2007 (Pubitemid 44792053)
    • (2007) Experimental Eye Research , vol.84 , Issue.1 , pp. 61-74
    • Nolan, J.M.1    Stack, J.2    O'Donovan, O.3    Loane, E.4    Beatty, S.5
  • 8
    • 79955615331 scopus 로고    scopus 로고
    • Determinants of macular pigment optical density and its relation to age-related maculopathy - Results from the muenster aging and retina study (MARS
    • M. Dietzel, M. Zeimer, B. Heimes, B. Claes, D. Pauleikhoff, and H. W. Hense, Determinants of macular pigment optical density and its relation to age-related maculopathy - results from the muenster aging and retina study (MARS) Invest. Ophthalmol. Visual Sci. 52(6), 3452-3457 (2011
    • (2011) Invest. Ophthalmol. Visual Sci. , vol.52 , Issue.6 , pp. 3452-3457
    • Dietzel, M.1    Zeimer, M.2    Heimes, B.3    Claes, B.4    Pauleikhoff, D.5    Hense, H.W.6
  • 9
    • 4344683924 scopus 로고    scopus 로고
    • Macular pigment optical density and its relationship with serum and dietary levels of lutein and zeaxanthin
    • DOI 10.1016/j.abb.2004.03.015, PII S0003986104001481
    • S. Beatty, J.Nolan,H.Kavanagh, andO.O'Donovan, Macular pigment optical density and its relationshipwith serum and dietary levels of lutein and zeaxanthin Arch. Biochem. Biophys. 430(1), 70-76 (2004 (Pubitemid 39119781)
    • (2004) Archives of Biochemistry and Biophysics , vol.430 , Issue.1 , pp. 70-76
    • Beatty, S.1    Nolan, J.2    Kavanagh, H.3    O'Donovan, O.4
  • 10
    • 51149118038 scopus 로고    scopus 로고
    • The rationale and evidence base for a protective role of macular pigment in age-related maculopathy
    • E. Loane, C. Kelliher, S. Beatty, and J. M. Nolan, The rationale and evidence base for a protective role of macular pigment in age-related maculopathy Br. J. Ophthalmol. 92(9), 1163-1168 (2008
    • (2008) Br. J. Ophthalmol. , vol.92 , Issue.9 , pp. 1163-1168
    • Loane, E.1    Kelliher, C.2    Beatty, S.3    Nolan, J.M.4
  • 11
    • 0026528015 scopus 로고
    • Interocular differences in macular pigment density
    • B. R. Hammond and K. Fuld, Interocular differences in macular pigment density Invest. Ophthalmol. Visual Sci. 33(2), 350-355 (1992
    • (1992) Invest. Ophthalmol. Visual Sci. , vol.33 , Issue.2 , pp. 350-355
    • Hammond, B.R.1    Fuld, K.2
  • 13
    • 0023214782 scopus 로고
    • Optical-density of human macular pigment
    • P. L. Pease, A. J. Adams, and E. Nuccio, Optical-density of human macular pigment Vision Res. 27(5), 705-710 (1987
    • (1987) Vision Res. , vol.27 , Issue.5 , pp. 705-710
    • Pease, P.L.1    Adams, A.J.2    Nuccio, E.3
  • 14
    • 4444346004 scopus 로고    scopus 로고
    • Heterochromatic flicker photometry
    • DOI 10.1016/j.abb.2004.04.003, PII S0003986104002085
    • R. A. Bone and J. T. Landrum, Heterochromatic flicker photometry Arch. Biochem. Biophys. 430(2), 137-142 (2004 (Pubitemid 39208959)
    • (2004) Archives of Biochemistry and Biophysics , vol.430 , Issue.2 , pp. 137-142
    • Bone, R.A.1    Landrum, J.T.2
  • 15
    • 0942276414 scopus 로고    scopus 로고
    • Macular Pigment Measurement by Heterochromatic Flicker Photometry in Older Subjects: The Carotenoids and Age-Related Eye Disease Study
    • DOI 10.1167/iovs.03-0762
    • D. M. Snodderly, J. A. Mares, B. R. Wooten, L. Oxton, M. Gruber, T. Ficek, and C. M. P. S. Grp, Macular pigment measurement by heterochromatic flicker photometry in older subjects: The carotenoids and age-related eye disease study Invest. Ophthalmol. Visual Sci. 45(2), 531-538 (2004 (Pubitemid 38140511)
    • (2004) Investigative Ophthalmology and Visual Science , vol.45 , Issue.2 , pp. 531-538
    • Snodderly, D.M.1    Mares, J.A.2    Wooten, B.R.3    Oxton, L.4    Gruber, M.5    Ficek, T.6
  • 18
    • 4444232273 scopus 로고    scopus 로고
    • Macular pigment assessment by motion photometry
    • DOI 10.1016/j.abb.2004.06.024, PII S0003986104003741
    • J. D. Moreland, Macular pigment assessment by motion photometry Arch. Biochem. Biophys. 430(2), 143-148 (2004 (Pubitemid 39208960)
    • (2004) Archives of Biochemistry and Biophysics , vol.430 , Issue.2 , pp. 143-148
    • Moreland, J.D.1
  • 19
    • 0000617246 scopus 로고
    • The reflexion of light from the macular and peripheral fundus oculi in man
    • G. S. Brindley and E. N. Willmer, The reflexion of light from the macular and peripheral fundus oculi in man J. Physiol. 116(3), 350-356 (1952
    • (1952) J. Physiol. , vol.116 , Issue.3 , pp. 350-356
    • Brindley, G.S.1    Willmer, E.N.2
  • 21
    • 84975555428 scopus 로고
    • Spectral reflectance of the human ocular fundus
    • F. C. Delori andK. P. Pflibsen, Spectral reflectance of the human ocular fundus Appl. Opt. 28(6), 1061-1077 (1989
    • (1989) Appl. Opt. , vol.28 , Issue.6 , pp. 1061-1077
    • Delori, F.C.1    Pflibsen, K.P.2
  • 22
    • 0028539157 scopus 로고
    • Spectrophotometer for noninvasive measurement of intrinsic fluorescence and reflectance of the ocular fundus
    • F. C. Delori, Spectrophotometer for noninvasive measurement of intrinsic fluorescence and reflectance of the ocular fundus Appl. Opt. 33(31), 7439-7452 (1994
    • (1994) Appl. Opt. , vol.33 , Issue.31 , pp. 7439-7452
    • Delori, F.C.1
  • 23
    • 4444376700 scopus 로고    scopus 로고
    • Autofluorescence method to measure macular pigment optical densities fluorometry and autofluorescence imaging
    • DOI 10.1016/j.abb.2004.05.016, PII S000398610400311X
    • F. C. Delori, Autofluorescence method to measure macular pigment optical densities fluorometry and autofluorescence imaging Arch. Biochem. Biophys. 430(2), 156-162 (2004 (Pubitemid 39208962)
    • (2004) Archives of Biochemistry and Biophysics , vol.430 , Issue.2 , pp. 156-162
    • Delori, F.C.1
  • 24
    • 0038345865 scopus 로고    scopus 로고
    • Macular pigment density and distribution: Comparison of fundus autofluorescence with minimum motion photometry
    • DOI 10.1016/S0042-6989(03)00280-3
    • A. G. Robson, J. D. Moreland, D. Pauleikhoff, T. Morrissey, G. E. Holder, F.W. Fitzke, A. C. Bird, and F. J. van Kuijk, Macular pigment density and distribution: comparison of fundus autofluorescence with minimum motion photometry Vision Res. 43(16), 1765-1775 (2003 (Pubitemid 36724813)
    • (2003) Vision Research , vol.43 , Issue.16 , pp. 1765-1775
    • Robson, A.G.1    Moreland, J.D.2    Pauleikhoff, D.3    Morrissey, T.4    Holder, G.E.5    Fitzke, F.W.6    Bird, A.C.7    Van Kuijk, F.J.G.M.8
  • 25
    • 0036789497 scopus 로고    scopus 로고
    • Resonance Raman measurement of macular carotenoids in normal subjects and in age-related macular degeneration patients
    • P. S. Bernstein, D. Y. Zhao, S. W. Wintch, I. V. Ermakov, R. W. McClane, and W. Gellermann, Resonance Raman measurement of macular carotenoids in normal subjects and in age-related macular degeneration patients Ophthalmology 109(10), 1780-1787 (2002
    • (2002) Ophthalmology , vol.109 , Issue.10 , pp. 1780-1787
    • Bernstein, P.S.1    Zhao, D.Y.2    Wintch, S.W.3    Ermakov, I.V.4    McClane, R.W.5    Gellermann, W.6
  • 27
    • 77950517519 scopus 로고    scopus 로고
    • The value of measurement of macular carotenoid pigment optical densities and distributions in age-related macular degeneration and other retinal disorders
    • P. S. Bernstein, F. C. Delori, S. Richer, F. J. M. van Kuijk, and A. J. Wenzel, The value of measurement of macular carotenoid pigment optical densities and distributions in age-related macular degeneration and other retinal disorders Vision Res. 50(7), 716-728 (2010
    • (2010) Vision Res. , vol.50 , Issue.7 , pp. 716-728
    • Bernstein, P.S.1    Delori, F.C.2    Richer, S.3    Van Kuijk, F.J.M.4    Wenzel, A.J.5
  • 32
    • 58149250830 scopus 로고    scopus 로고
    • Lutein and zeaxanthin measured separately in the living human retina with fundus reflectometry
    • J. van de Kraats,M. J. Kanis, S.W. Genders, and D. van Norren, Lutein and zeaxanthin measured separately in the living human retina with fundus reflectometry Invest. Ophthalmol. Visual Sci. 49(12), 5568-5573 (2008
    • (2008) Invest. Ophthalmol. Visual Sci. , vol.49 , Issue.12 , pp. 5568-5573
    • Van De Kraats, J.1    Kanis, M.J.2    Genders, S.W.3    Van Norren, D.4
  • 33
    • 36048990590 scopus 로고    scopus 로고
    • Macular pigment, photopigments, and melanin: Distributions in young subjects determined by four-wavelength reflectometry
    • DOI 10.1016/j.visres.2007.09.002, PII S0042698907003811
    • R. A. Bone, B. Brener, and J. C. Gibert, Macular pigment, photopigments, andmelanin: distributions in young subjects determined by fourwavelength reflectometry Vision Res. 47(26), 3259-3268 (2007 (Pubitemid 350102618)
    • (2007) Vision Research , vol.47 , Issue.26 , pp. 3259-3268
    • Bone, R.A.1    Brener, B.2    Gibert, J.C.3
  • 34
    • 0024366550 scopus 로고
    • Human macular pigment assessed by imaging fundus reflectometry
    • DOI 10.1016/0042-6989(89)90028-X
    • P. E. Kilbride, K. R. Alexander, M. Fishman, and G. A. Fishman, Human macular pigment assessed by imaging fundus reflectometry Vision Res. 29(6), 663-674 (1989 (Pubitemid 19142617)
    • (1989) Vision Research , vol.29 , Issue.6 , pp. 663-674
    • Kilbride, P.E.1    Alexander, K.R.2    Fishman, M.3    Fishman, G.A.4
  • 35
    • 0036273514 scopus 로고    scopus 로고
    • The spatial distribution of macular pigment in humans
    • DOI 10.1076/ceyr.23.6.422.6963
    • S. F. Chen, Y. Chang, and J. C.Wu, The spatial distribution of macular pigment in humans Curr. Eye Res. 23(6), 422-434 (2001 (Pubitemid 34639134)
    • (2001) Current Eye Research , vol.23 , Issue.6 , pp. 422-434
    • Chen, S.-F.1    Chang, Y.2    Wu, J.-C.3
  • 36
    • 0035377610 scopus 로고    scopus 로고
    • Macular pigment density measured by autofluorescence spectrometry: Comparison with reflectometry and heterochromatic flicker photometry
    • F. C. Delori, D. G. Goger, B. R. Hammond, D. M. Snodderly, and S. A. Burns, Macular pigment density measured by autofluorescence spectrometry: comparison with reflectometry and heterochromatic flicker photometry J. Opt. Soc. Am. A Opt. Image Sci. Vis. 18(6), 1212-1230 (2001
    • (2001) J. Opt. Soc. Am. A Opt. Image Sci. Vis. , vol.18 , Issue.6 , pp. 1212-1230
    • Delori, F.C.1    Goger, D.G.2    Hammond, B.R.3    Snodderly, D.M.4    Burns, S.A.5
  • 37
    • 0031732739 scopus 로고    scopus 로고
    • Foveal cone photopigment distribution: Small alterations associated with macular pigment distribution
    • A. E. Elsner, S.A.Burns, E.Beausencourt, and J. J.Weiter, Foveal cone photopigment distribution: small alterations associated with macular pigment distribution Invest. Ophthalmol. Visual Sci. 39(12), 2394-2404 (1998 (Pubitemid 28485651)
    • (1998) Investigative Ophthalmology and Visual Science , vol.39 , Issue.12 , pp. 2394-2404
    • Elsner, A.E.1    Burns, S.A.2    Beausencourt, E.3    Weiter, J.J.4
  • 40
    • 0033485889 scopus 로고    scopus 로고
    • In vivo measurement of the oxygen saturation of retinal vessels in healthy volunteers
    • D. Schweitzer, M. Hammer, K. J. Thamm, E. Konigsdorffer, and J. Strobel, In vivo measurement of the oxygen saturation of retinal vessels in healthy volunteers IEEE Trans. Biomed. Eng. 46(12), 1454-1465 (1999
    • (1999) IEEE Trans. Biomed. Eng. , vol.46 , Issue.12 , pp. 1454-1465
    • Schweitzer, D.1    Hammer, M.2    Thamm, K.J.3    Konigsdorffer, E.4    Strobel, J.5
  • 41
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by nonnegative matrix factorization
    • D. D. Lee and H. S. Seung, Learning the parts of objects by nonnegative matrix factorization Nature 401(6755), 788-791 (1999
    • (1999) Nature , vol.401 , Issue.6755 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 42
    • 1242263422 scopus 로고    scopus 로고
    • Recovery of constituent spectra using non-negative matrix factorization
    • P. Sadja, S. Du, and L. Parra, Recovery of constituent spectra using non-negative matrix factorization Proc. SPIE 5207, 321-331 (2003
    • (2003) Proc. SPIE , vol.5207 , pp. 321-331
    • Sadja, P.1    Du, S.2    Parra, L.3
  • 44
    • 10044269618 scopus 로고    scopus 로고
    • Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain
    • P. Sajda, S. Y. Du, T. R. Brown, R. Stoyanova, D. C. Shungu, X. L. Mao, and L. C. Parra, Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain IEEE Trans. Biomed. Eng. 23(12), 1453-1465 (2004
    • (2004) IEEE Trans. Biomed. Eng. , vol.23 , Issue.12 , pp. 1453-1465
    • Sajda, P.1    Du, S.Y.2    Brown, T.R.3    Stoyanova, R.4    Shungu, D.C.5    Mao, X.L.6    Parra, L.C.7
  • 45
    • 0030222152 scopus 로고    scopus 로고
    • The pathways of light measured in fundus reflectometry
    • DOI 10.1016/0042-6989(96)00001-6
    • J. van de Kraats, T. Berendschot, and D. vanNorren, The pathways of light measured in fundus reflectometry Vision Res. 36(15), 2229-2247 (1996 (Pubitemid 26246193)
    • (1996) Vision Research , vol.36 , Issue.15 , pp. 2229-2247
    • Van De Kraats, J.1    Berendschot, T.T.J.M.2    Van Norren, D.3
  • 46
    • 41949091097 scopus 로고    scopus 로고
    • Macular pigment and age-related macular degeneration: Longitudinal data and better techniques of measurement are needed
    • S. Beatty, F. van Kuijk, and U. Chakravarthy, Macular pigment and age-related macular degeneration: longitudinal data and better techniques of measurement are needed Invest. Ophthalmol. Visual Sci. 49(3), 843-845 (2008
    • (2008) Invest. Ophthalmol. Visual Sci. , vol.49 , Issue.3 , pp. 843-845
    • Beatty, S.1    Van Kuijk, F.2    Chakravarthy, U.3
  • 47
    • 27444431569 scopus 로고    scopus 로고
    • On the age dependency of the macular pigment optical density
    • DOI 10.1016/j.exer.2005.03.019, PII S0014483505001119
    • T. T. Berendschot and D. van Norren, On the age dependency of the macular pigment optical density Exp. Eye Res. 81(5), 602-609 (2005 (Pubitemid 41532005)
    • (2005) Experimental Eye Research , vol.81 , Issue.5 , pp. 602-609
    • Berendschot, T.T.J.M.1    Van Norren, D.2
  • 48
    • 77950346253 scopus 로고    scopus 로고
    • Correspondence between retinal reflectometry and a flicker-based technique in the measurement of macular pigment spatial profiles
    • R. L. P. van der Veen, T. Berendschot, M. Makridaki, F. Hendrikse, D. Carden, and I. J. Murray, Correspondence between retinal reflectometry and a flicker-based technique in the measurement of macular pigment spatial profiles J. Biomed. Opt. 14(6), 064046 (2009
    • (2009) J. Biomed. Opt. , vol.14 , Issue.6 , pp. 064046
    • Van Der Veen, P.R.L.1    Berendschot, T.2    Makridaki, M.3    Hendrikse, F.4    Carden, D.5    Murray, I.J.6
  • 51
    • 4444304880 scopus 로고    scopus 로고
    • Objective determination of the macular pigment optical density using fundus reflectance spectroscopy
    • DOI 10.1016/j.abb.2004.04.029, PII S000398610400267X
    • T. Berendschot andD. van Norren, Objective determination of the macular pigment optical density using fundus reflectance spectroscopy Arch. Biochem. Biophys. 430(2), 149-155 (2004 (Pubitemid 39208961)
    • (2004) Archives of Biochemistry and Biophysics , vol.430 , Issue.2 , pp. 149-155
    • Berendschot, T.T.J.M.1    Van Norren, D.2
  • 52
    • 0026602578 scopus 로고
    • Absorption spectra of human cone pigments
    • S. L. Merbs and J. Nathans, Absorption spectra of human cone pigments Nature 356(6368), 433-435 (1992
    • (1992) Nature , vol.356 , Issue.6368 , pp. 433-435
    • Merbs, S.L.1    Nathans, J.2
  • 53
    • 0021245127 scopus 로고
    • The macular pigment. I. Absorbance spectra, localization, and discrimination from other yellow pigments in primate retinas
    • D. M. Snodderly, P. K. Brown, F. C. Delori, and J. D. Auran, The macular pigment. I. Absorbance spectra, localization, and discrimination from other yellow pigments in primate retinas Invest. Ophthalmol. Visual Sci. 25(6), 660-673 (1984). (Pubitemid 14082976)
    • (1984) Investigative Ophthalmology and Visual Science , vol.25 , Issue.6 , pp. 660-673
    • Snodderly, D.M.1    Brown, P.K.2    Delori, F.C.3    Auran, J.D.4


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