Skip to main content
Log in

Advances in multispectral and hyperspectral imaging for archaeology and art conservation

  • Invited paper
  • Published:
Applied Physics A Aims and scope Submit manuscript

Abstract

Multispectral imaging has been applied to the field of art conservation and art history since the early 1990s. It is attractive as a non-invasive imaging technique because it is fast and hence capable of imaging large areas of an object giving both spatial and spectral information. This paper gives an overview of the different instrumental designs, image processing techniques and various applications of multispectral and hyperspectral imaging to art conservation, art history and archaeology. Recent advances in the development of remote and versatile multispectral and hyperspectral imaging as well as techniques in pigment identification will be presented. Future prospects including combination of spectral imaging with other non-invasive imaging and analytical techniques will be discussed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14

Similar content being viewed by others

References

  1. A. Aldrovandi, D. Bertani, M. Cetica, M. Matteini, A. Moles, P. Poggi, P. Tiano, Stud. Conserv. 33, 154 (1988)

    Article  Google Scholar 

  2. M. Hain, J. Bartl, V. Jacko, Meas. Sci. Rev. 3, 9 (2003)

    Google Scholar 

  3. A. Goetz, G. Vane, J. Solomon, B. Rock, Science 228, 1147 (1985)

    Article  ADS  Google Scholar 

  4. H. Grahn, P. Geladi (eds.), Techniques and Applications of Hyperspectral Image Analysis (Wiley, New York, 2007)

    Google Scholar 

  5. P. Yuen, M. Richardson, Imaging Sci. J. 58, 241 (2010)

    Article  Google Scholar 

  6. C. Fischer, J. Kakoulli, Rev. Conserv. 7, 3 (2006)

    Google Scholar 

  7. M. Kubik, in Physical Techniques in the Study of Art, Archaeology and Cultural Heritage, vol. II. (Amsterdam, 2007), p. 199

  8. A. Burmester, J. Cupitt, H. Derrien, N. Dessipris, A. Hamber, K. Martinez, M. Müller, D. Saunders, in 3rd International Conference on Non Destructive Testing, Microanalytical Methods and Environmental Evaluation for Study and Conservation of Works of Art, Rome, 1993, p. 201

    Google Scholar 

  9. D. Saunders, J. Cupitt, Natl. Gallery Tech. Bull. 14, 72 (1993)

    Google Scholar 

  10. K. Martinez, J. Cupitt, D. Saunders, Proc. SPIE 1901, 25 (1993)

    Article  ADS  Google Scholar 

  11. C. Lahanier, G. Alquié, P. Cotte, C. Christofides, C. de Deyne, R. Pillay, D. Saunders, F. Schmitt, in International Council of Museums, Committee for Conservation (ICOM-CC), 13th Triennial Meeting Rio de Janeiro (James & James, London, 2002), p. 295

    Google Scholar 

  12. A. Ribés, H. Brettel, F. Schmitt, H. Liang, J. Cupitt, D. Saunders, in Proceedings of the PICS Conference. The Digital Photography Conference, IS&T, Springfield, VA, 2003, p. 215

    Google Scholar 

  13. H. Liang, D. Saunders, J. Cupitt, J. Imaging Sci. Technol. 49, 551 (2005)

    Google Scholar 

  14. G. Thomson, The Museum Environment, 2nd edn. Butterworth Heine Series in Conservation and Museology (Butterworth, Oxford, 1986)

    Google Scholar 

  15. D. Saunders, J. Kirby, in ICOM Committee for Conservation 11th Triennial Meeting Edinburgh (James & James, London, 1996), p. 87

    Google Scholar 

  16. A. Lerwill, J. Townsend, H. Liang, J. Thomas, S. Hackney, E-Preservation, Science 5, 17 (2008)

    Google Scholar 

  17. H. Liang, R. Lange, A. Lucian, P. Hyndes, J. Townsend, S. Hackney, in International Council of Museums, Committee for Conservation (ICOM-CC), 16th Triennial Conference Lison, Criterio Produo Grica Lda., Almada, 2011

    Google Scholar 

  18. M. Klein, B. Aalderink, R. Padoan, G. de Bruin, T. Steemers, Sensors 8, 4476 (2008)

    Article  Google Scholar 

  19. L. Fauch, E. Nippolainen, V. Teplov, A.A. Kamshilin, Opt. Express 18, 23394 (2010)

    Article  ADS  Google Scholar 

  20. S. Baronti, A. Casini, F. Lotti, S. Porcinai, Appl. Opt. 37, 1299 (1998)

    Article  ADS  Google Scholar 

  21. J.K. Delaney, E. Walmsley, B.H. Berrie, C.F. Fletcher, in Sackler NAS Colloquium Scientific Examination of Art: Modern Techniques in Conservation and Analysis (National Academy of Science, 2005), p. 120

  22. N. Gat, Proc. SPIE 4056, 50 (2000)

    Article  ADS  Google Scholar 

  23. J. Hardeberg, F. Schmitt, H. Brettel, Opt. Eng. 41, 2532 (2002)

    Article  ADS  Google Scholar 

  24. R. Berns, L. Taplin, F. Imai, E. Day, D. Day, Stud. Conserv. 50, 253 (2005)

    Google Scholar 

  25. J. Mansfield, M. Attas, C. Majzels, C. Collins, E. Cloutis, H. Mantsch, Vib. Spectrosc. 28, 59 (2002)

    Article  Google Scholar 

  26. N. Gupta, Proc. SPIE 6940, 69401P-1 (2008)

    Google Scholar 

  27. C. Stedham, M. Draper, J. Ward, E. Wachman, C. Pannell, Proc. SPIE 6889, 68891C (2008)

    Article  ADS  Google Scholar 

  28. D.N. Stratis, K.L. Eland, J.C. Carter, S.J. Tomlinson, S.M. Angel, Appl. Spectrosc. 55, 999 (2001)

    Article  ADS  Google Scholar 

  29. J. Bland-Hawthorn, in Encyclopaedia of Astronomy & Astrophysics (MacMillan and Institute of Physics Publishing, London, 2000)

    Google Scholar 

  30. W. Marinelli, C. Gittins, A. Gelb, B. Green, Appl. Opt. 38, 2594 (1999)

    Article  ADS  Google Scholar 

  31. A. Casini, M. Bacci, C. Cucci, F. Lotti, S. Porcinai, M. Picollo, B. Radicati, M. Poggesi, L. Stefani, Proc. SPIE 5857, 177 (2005)

    ADS  Google Scholar 

  32. J.K. Delaney, J.G. Zeibel, M. Thoury, R. Littleton, M. Palmer, K.M. Morales, E.R. de la Rie, A. Hoenigswald, Appl. Spectrosc. 64, 584 (2010)

    Article  ADS  Google Scholar 

  33. M. Picollo, M. Bacci, A. Casini, F. Lotti, M. Poggesi, L. Stefani, in Conservation Science 2007, Milan (Archetype Publications, 2007), p. 162

    Google Scholar 

  34. J. Kerekes, J. Schott, in Hyperspectral Data Exploitation—Theory and Applications (Wiley, New York, 2007), p. 20

    Google Scholar 

  35. A. Casini, F. Lotti, M. Picollo, L. Stefani, A. Aldrovandi, in Conservation Science 2002, Edinburgh, 2002, p. 248

    Google Scholar 

  36. P. Carcagni, A.D. Patria, R. Fontana, M. Greco, M. Mastroianni, M. Materazzi, E. Pompaloni, L. Pezzati, Opt. Lasers Eng. 45, 360 (2007)

    Article  Google Scholar 

  37. C. Bonifazzi, P. Carcagni, R. Fantana, M. Greco, M. Mastroianni, M. Materazzi, E. Pampaloni, L. Pezzati, D. Bencini, J. Opt. A, Pure Appl. Opt. 10, 064011 (2008)

    Article  ADS  Google Scholar 

  38. C. Daffara, E. Pampaloni, L. Pezzati, M. Barucci, R. Fontanna, Acc. Chem. Res. 43(6), 847 (2010)

    Article  Google Scholar 

  39. J.M. Eichenholz, N. Barnett, Y. Juang, D. Fish, S. Spano, E. Lindsley, D.L. Farkas, Proc. SPIE 7568, 75681L (2010)

    Article  ADS  Google Scholar 

  40. R.S. Berns, L.A. Taplin, M. Nezamabadi, M. Mohammadi, Y. Zhao, in ICOM Committee for Conservation, 14th Triennial Meeting The Hague (James & James, London, 2005), p. 743

    Google Scholar 

  41. S. Howell, Handbook of CCD Astronomy, 2nd edn. (Cambridge University Press, Cambridge, 2006)

    Google Scholar 

  42. B. Zitova, J. Flusser, Image Vis. Comput. 21, 977 (2003)

    Article  Google Scholar 

  43. J. Cupitt, K. Martinez, Proc. SPIE 1663, 19 (1996)

    Article  Google Scholar 

  44. D. Saunders, J. Cupitt, Natl. Gallery Tech. Bull. 16, 61 (1995)

    Google Scholar 

  45. R. Billinge, J. Cupitt, N. Dessipris, D. Saunders, Stud. Conserv. 38, 92 (1993)

    Article  Google Scholar 

  46. J. van Asperen de Boer, Stud. Conserv. 14, 96 (1969)

    Article  Google Scholar 

  47. C. Balas, V. Papadakis, N. Papadakis, A. Papadakis, E. Vazgiouraki, G. Themelis, J. Cult. Heritage 4, 330 (2003)

    Article  Google Scholar 

  48. D.J. Walvoord, R.L. Easton Jr., IEEE Signal Process. Mag. 25(4), 100 (2008)

    Article  ADS  Google Scholar 

  49. K. Knox, R. Easton, W. Christens-Barry, in 16th European Signal Processing Conference (EUSIPCO 2008), Lausanne, 2008, on-line publication

    Google Scholar 

  50. S.J. Kim, F. Deng, M.S. Brown, Pattern Recognit. 44, 1461 (2011)

    Article  Google Scholar 

  51. CIE Colorimetry, 3rd edn. CIE Publication 015:2004 (Central Bureau of the CIE, Vienna, 2004)

    Google Scholar 

  52. K. McLaren, J. Soc. Dyers Colour. 92, 338 (1976)

    Article  Google Scholar 

  53. CIE Technical report: Improvement to Industrial Colour-difference Evaluation, CIE Publication 142-2001 (Central Bureau of the CIE, Vienna, 2001)

  54. M.R. Luo, G. Cui, B. Rigg, Color Res. Appl. 26(5), 340 (2001)

    Article  Google Scholar 

  55. H. Liang, D. Saunders, J. Cupitt, C. Lahanier, in Conservation of Ancient Sites on the Silk Road: The Second International Conference on the Conservation of Grotto Sites, DunHuang, 2004 (Getty Publications, Los Angeles, 2010), p. 267

    Google Scholar 

  56. K. Martinez, J. Cupitt, D. Saunders, R. Pillay, Proc. IEEE 90(1), 28 (2002)

    Article  Google Scholar 

  57. P. Pouli, V. Zafiropulos, C. Balas, Y. Doganis, A. Galanos, J. Cult. Heritage 4, 338 (2003)

    Article  Google Scholar 

  58. V. Papadakis, A. Loukaiti, P. Pouli, J. Cult. Heritage 11, 325 (2010)

    Article  Google Scholar 

  59. W. Kautek, S. Pentzien, D. Müller, K. Troschke, R. Teule, Proc. SPIE 4402, 130 (2001)

    Article  ADS  Google Scholar 

  60. M. Bacci, Sens. Actuators 29, 190 (1995)

    Article  Google Scholar 

  61. H. Liang, B. Peric, M. Hughes, A. Podoleanu, M. Spring, D. Saunders, Proc. SPIE 6618, 661805 (2007)

    Article  Google Scholar 

  62. CNR-IFAC, Fibre Optics Reflectance Spectra Database of Pictorial Materials in the 270 to 1700 nm Range (2011). http://fors.ifac.cnr.it/

  63. R. Johnston-Feller, Color Science in the Examination of Museum Objects—Nondestructive Procedures (Getty Publications, Los Angeles, 2001)

    Google Scholar 

  64. J. Bowles, D. Gillis, in Hyperspectral Data Exploitation—Theory and Applications (Wiley, New York, 2007), p. 77

    Google Scholar 

  65. J. Zhang, B. Rivard, A. Sanchez-Azofeifa, Remote Sens. Environ. 95, 57 (2005)

    Article  Google Scholar 

  66. H. Liang, K. Keita, B. Peric, T. Vajzovic, in Proc. OSAV2008, The 2nd Int. Topical Meeting on Optical Sensing and Artificial Vision, St. Petersburg, 2008, p. 33

    Google Scholar 

  67. M. Elias, L. Simonot, M. Menu, Opt. Commun. 191, 1 (2001)

    Article  ADS  Google Scholar 

  68. R.S. Berns, E.R. de la Rie, in ICOM Committee for Conservation, 13th Triennial Meeting Rio de Janeiro (James & James, London, 2002), p. 211

    Google Scholar 

  69. M. Elias, L. Simonot, M. Thoury, J. Frigerio, Opt. Commun. 231, 25 (2004)

    Article  ADS  Google Scholar 

  70. A. Schuster, Astrophys. J. 21, 1 (1905)

    Article  ADS  Google Scholar 

  71. S. Chandrasekhar, Radiative Transfer (Dover, New York, 1950)

    MATH  Google Scholar 

  72. P. Kubelka, F. Munk, Z. Tech. Phys. 12, 593 (1931)

    Google Scholar 

  73. P. Kubelka, J. Opt. Soc. Am. 38, 448 (1948)

    Article  MathSciNet  ADS  Google Scholar 

  74. J. Nobbs, Rev. Prog. Color. 15, 66 (1985)

    Article  Google Scholar 

  75. W. Vargas, G. Niklasson, Appl. Opt. 36, 5580 (1997)

    Article  ADS  Google Scholar 

  76. J.L. Saunderson, J. Opt. Soc. Am. 32, 727 (1942)

    Article  ADS  Google Scholar 

  77. R. Berns, J. Kreuger, M. Swicklik, Stud. Conserv. 47, 46 (2002)

    Article  Google Scholar 

  78. Y. Zhao, R. Berns, L. Taplin, J. Coddington, Proc. SPIE 6810, 681007 (2008)

    Article  Google Scholar 

  79. G. Latour, M. Elias, J. Frigerio, Appl. Spectrosc. 63, 604 (2009)

    Article  ADS  Google Scholar 

  80. L. Simonot, M. Elias, E. Charron, Appl. Opt. 43, 2580 (2004)

    Article  ADS  Google Scholar 

  81. G. Latour, M. Elias, J.M. Frigerio, J. Opt. Soc. Am. A 24, 3045 (2007)

    Article  ADS  Google Scholar 

  82. A. Roy, G. Mancini, Natl. Gallery Tech. Bull. 31, 64 (2010)

    Google Scholar 

  83. M. Baxter, Statistics in Archaeology (Arnold Applications of Statistics, London, 2003)

    Google Scholar 

  84. A. Pelagotti, L. Pezzati, A. Piva, A. Mastio, in 14th European Signal Processing Conference, Florence, Italy, 2006

    Google Scholar 

  85. D. Comelli, G. Valentini, A. Nevin, A. Farina, L. Toniolo, R. Cubeddu, Rev. Sci. Instrum. 79, 086112 (2008)

    Article  ADS  Google Scholar 

  86. A. Anglos, M. Solomidou, I. Zergioti, V. Zafiropulos, T. Papazoglou, C. Fotakis, Appl. Spectrosc. 50, 1331 (1996)

    Article  ADS  Google Scholar 

  87. F. Colao, R. Fantoni, L. Fiorani, A. Palucci, I. Gomoiu, J. Optoelectron. Adv. Mater. 7, 3197 (2005)

    Google Scholar 

  88. E. Lange, Occas. Pap. - Br. Mus. 114, 1 (1996)

    Google Scholar 

  89. L. Macdonald, Proc. SPIE 6069, 60690I (2006)

    Article  ADS  Google Scholar 

  90. H. Liang, K. Keita, T. Vajzovic, Proc. SPIE 6618, 661815 (2007)

    Article  Google Scholar 

  91. H. Liang, K. Keita, T. Vajzovic, in ICOM Committee for Conservation, 15th Triennial Conference (Allied Publishing, New Delhi, 2008), p. 353

    Google Scholar 

  92. H. Liang, K. Keita, C. Pannell, J. Ward, in IX CONGRESO NACIONAL DEL COLOR, Alicante, Spain, 2010, p. 189

    Google Scholar 

  93. L. Palombi, D. Lognoli, V. Raimondi, G. Cecchi, J. Hällström, K. Barup, C. Conti, R. Grönlund, A. Johansson, S. Svanberg, Opt. Express 16, 6794 (2008)

    Article  ADS  Google Scholar 

  94. D. Lognoli, G. Lamenti, L. Pantani, D. Tirelli, P. Tiano, L. Tomaselli, Appl. Opt. 41, 1780 (2002)

    Article  ADS  Google Scholar 

  95. J. van der Weerd, M. van Veen, R. Heeren, J. Boon, Anal. Chem. 75, 716 (2003)

    Article  Google Scholar 

  96. N. Brusco, S. Capeleto, M. Fedel, A. Paviotti, L. Poletto, G.M. Cortelazzo, G. Tondello, Mach. Vis. Appl. 17, 373 (2006)

    Article  Google Scholar 

  97. L. Barazzetti, F. Remondino, M. Scaioni, M. Lo Brutto, A. Rizzi, R. Brumana, in International Archives of Photogrammetry, Remote Sensing and Spatial Information Science, Vol. XXXVIII, Part 5, Commission V Symposium, 2010, p. 62

    Google Scholar 

  98. A. Casini, F. Lotti, M. Picollo, L. Stefani, E. Buzzegoli, Stud. Conserv. 44, 39 (1999)

    Article  Google Scholar 

  99. R. Lange, H. Liang, Q. Zhang, Proc. SPIE 8084, 80840Y (2011)

    ADS  Google Scholar 

  100. H. Liang, R. Lange, H. Howard, J. Spooner, Proc. SPIE 8084, 80840F (2011)

    Article  ADS  Google Scholar 

  101. C. Daffara, L. Pezzati, D. Ambrosini, D. Paoletti, R. Di Biase, P.I. Mariotti, C. Frosinini, Proc. SPIE 8084, 808406 (2011)

    Article  Google Scholar 

Download references

Acknowledgements

Contributions from past and current research fellows, students and technicians at Nottingham Trent University are gratefully acknowledged: Rebecca Lange, Simon Godber, Tom Vajzovic, Kafing Keita, Andrei Lucian, Borislava Peric, David Parker and Sammy Cheung. Special thanks to Rebecca Lange for making last minute illustrations. I would like to thank my collaborators John Cupitt, Helen Howard, Sophie Julien-Lees, Sarah Neate, Chris Pannell, David Saunders, Marika Spring, Jane Spooner, Jon Ward and Qunxi Zhang for valuable contributions to the various spectral imaging projects. Some of the work presented here was funded by UK Engineering and Physical Sciences Research Council (EPSRC) grant (EP/E016227/1), EU FP5 supported CRISATEL project (IST1999-20163), Royal Society Research Grant (2005–2006), Leverhulme Trust Project Grant (2006–2009) and a Stimulating Innovation for Success grant from Nottingham Trent University (2006–2007).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Haida Liang.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Liang, H. Advances in multispectral and hyperspectral imaging for archaeology and art conservation. Appl. Phys. A 106, 309–323 (2012). https://doi.org/10.1007/s00339-011-6689-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00339-011-6689-1

Keywords

Navigation