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Watermark location via back-lighting and recto removal

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Abstract

We consider the problem of locating a watermark in pages of archaic documents that have been both scanned and back-lit: the problem is of interest to codicologists in identifying and tracking paper materials. Commonly, documents of interest are worn or damaged, and all information is victim to very unfavourable signal-to-noise ratios—this is especially true of ‘hidden’ data such as watermarks and chain lines. We present an approach to recto removal, followed by highlighting of such ‘hidden’ data. The result is still of very low signal quality, and we also present a statistical approach to locate watermarks from a known lexicon of fragments. Results are presented from a comprehensively scanned nineteenth century copy of the Qur’ān. The approach has lent itself to immediate exploitation in improving known watermarks, and distinguishing between twin copies.

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References

  1. van Aken J.: An improvement in Grenz radiography of paper to record watermarks, chain and laid lines. Stud. Conserv. 48(2), 103–110 (2003)

    Google Scholar 

  2. Ash, N.E.: Recording watermarks by beta-radiography and other means. In: The Book and Paper Group Annual, vol. 1. American Institute for Conservation of Historic and Artistic Works (1982)

  3. Ash N.E.: Watermark research: rembrandt prints and the development of a watermark archive. Pap. Conserv. 10, 64–69 (1986)

    Google Scholar 

  4. Ash, N.E., Fletcher, S.: Watermarks in Rembrandt’s prints: the use of watermarks to study the prints of an artist. In: Puzzles in Paper: Concepts in Historical Watermarks (Papers from the 1996 International Conference on Watermarks at Roanoke, Virginia), pp. 57–66. Oak Knoll Books and the British Library, Newcastle (2000)

  5. Bernstein: The Memory of Papers project: http://www.bernstein.oeaw.ac.at/. Accessed 23rd June 2008

  6. Bower P.: Turner’s Papers: A Study of the Manufacture, Selection and use of his Drawing Papers 1787–1820. Tate Gallery Publishing, London (1990)

    Google Scholar 

  7. Bridgman C.F.: Radiography of paper. Stud. Conserv. 10(1), 8–17 (1965)

    Article  Google Scholar 

  8. Bridgman C.F., Keck S., Sherwood H.F.: The radiography of panel paintings by electron emission. Stud. Conserv. 3(4), 175–182 (1985)

    Article  Google Scholar 

  9. Briquet, C.M.: Les filigranes: dictionnaire historique des marques du papier dès leur apparition vers 1282 jusqu’en 1600. Hiersemann, Leipzig (1923)

  10. Briquet, C.M.: Notice sur le recueil de filigranes ou marques des papiers, presented at the Paris Exposition in 1900. In: Briquet’s opuscula: the complete works of C.M. Briquet without Les filigranes, pp. 281–288. Paper Publication Society, Hilversum (1955)

  11. Brockett A.: Aspects of the physical transmission of the Qur’ān in 19th-century Sudan: Script, binding, decoration and paper. Manuscr. Middle East 2, 45–67 (1987)

    Google Scholar 

  12. Christie-Miller, I.: Early Paper Project. http://www.earlypaper.com/. Accessed 23rd June 2008

  13. Churchill, W.A.: Watermarks in paper in Holland, England, France, etc. in the XVII and XVIII Centuries and their Interconnection. M. Hertzberger, Amsterdam (1935)

  14. Di, J.: Paper and watermark digitization and analysis. Master’s Thesis, School of Computing, University of Leeds (2004)

  15. Dutch University Institute for Art History, Florence: International database of watermarks and paper used for prints and drawings c. 1450–1800. http://www.iuoart.org/wmdb.htm. Accessed 23rd June 2008

  16. Edge D.: The digital imaging of watermarks. Comput. Musicol. 12, 261–274 (2001)

    Google Scholar 

  17. Everitt B.S., Landau S., Leese M.: Cluster Analysis, 4th edn. Arnold, London (2001)

    Google Scholar 

  18. FUJIFILM FinePix S1 Pro, Camera and Shooting Software Manuals: http://www.fujifilm.ca/documents/Fuji_S1Pro_CM.pdf, http://www.fujifilmusa.com/JSP/fuji/epartners/bin/FX-S1_PSS_Manual.pdf. Accessed 23rd June 2008

  19. Gants, D.L.: Pictures for the page: techniques in watermark reproduction, enhancement and analysis. Delivered at the Annual meeting of the Bibliographical Society of the University of Virginia, McGregor Room, Alderman Library (1994)

  20. Gants, D.L.: The application of digital image processing to the analysis of watermarked paper and printers’ ornament usage in early printed books. In: New ways of looking at old texts, II: papers of the Renaissance English Text Society, 1992–1996, pp. 133–147. Medieval and Renaissance Texts and Studies, in conjunction with Renaissance English Text Society, Tempe, Arizona (1998)

  21. Gants, D.L.: Patterns of paper use in the Workes of Beniamin Jonson (William Stansby, 1616). Stud. Bibliogr. 51, 127–153 (1998). http://etext.lib.virginia.edu/bsuva/sb/toc/sib51toc.htm. Accessed 23rd June 2008

  22. Gants D.L.: Identifying and tracking paper stocks in early modern London. Pap. Bibliogr. Soc. Am. 94, 531–540 (2000)

    Google Scholar 

  23. Golub G.H., Loan C.F.: Matrix Computations. Johns Hopkins University Press, Baltimore (1996)

    MATH  Google Scholar 

  24. Gravell T.L.: A new method of reproducing watermarks for study. Restaurator 2, 95–104 (1975)

    Article  Google Scholar 

  25. Gravell T.L.: The wizard of watermarks. Du Pont Mag. 84(1), 4–6 (1990)

    Google Scholar 

  26. Gravell T.L., Miller G.: A catalogue of foreign watermarks found on paper used in America, 1700–1835. Garland Publishing, New York (1983)

    Google Scholar 

  27. Haupt W.: Wasserzeichenwiedergabe in schwierigen Fällen. Restauro 87, 38–43 (1981)

    Google Scholar 

  28. Heawood E.: Watermarks Mainly of the 17th and 18th Centuries. Paper Publications Society, Hilversum (1950)

    Google Scholar 

  29. Hiary, H.: Paper-based watermark extraction with image processing. Ph.D. Thesis, School of Computing, University of Leeds (2008) (under examination)

  30. Hiary, H., Boyle, R.D., Ng, K.C.: The Leeds Arabic texts projects. http://www.comp.leeds.ac.uk/arabictexts. With acknowledgements to the University of Leeds Library Special Collections and the School of Arabic and Middle Eastern Studies (2008)

  31. Hiary H., Ng K.: A system for segmenting and extracting paper-based watermark designs. Int. J. Dig. Libr. 6(4), 351– 361 (2007)

    Article  Google Scholar 

  32. van Hugten, H.: Weichstrahlradiographie Z. B. Bei Papier. In: Proceedings of Vorträge des Symposiums: Zerstörungsfreie Prüfung von Kunstwerken, pp. 43–49. Berlin, Germany (1987)

  33. Hunter D.: Papermaking: The History and Technique of an Ancient Craft. Dover Publications, New York (1978)

    Google Scholar 

  34. International Association of Paper Historians (IPH): International Standard for the Registration of Paper with or without Watermarks, English Version 2.0, 1997. http://www.paperhistory.org/standard.htm. Accessed 23rd June 2008

  35. Kaiser Fototechnik: http://www.kaiser-fototechnik.de. Accessed 23rd June 2008

  36. Karnaukhov, A., Aizenberg, I., Haidinger, A., Karnaukhov, V., Merzlyakov, N., Milyukova, O., Wenger, E.: Digital restoration of watermark images. In: Proceedings of EVA’01 Moscow, pp. 196–199. Centre PIC of Ministry Culture of Russia, STG, Moscow (2001)

  37. Koninklijke Bibliotheek: National library of the Netherlands: Watermarks in incunabula printed in the low countries (WILC). http://watermark.kb.nl/. Accessed 23rd June 2008

  38. Passardière B., Bustarret C.: Profil: an iconographic database for modern watermarked papers. Comput. Hum. 36(2), 143–169 (2002)

    Article  Google Scholar 

  39. Loeber E.G.: Paper Mould and Mouldmaker. Paper Publications Society, Amsterdam (1982)

    Google Scholar 

  40. van der Lubbe, J.C., van Someren, E.P., Reinders, M.J.: Dating and authentication of Rembrandt’s etchings with the help of computational intelligence. In: Proceedings of International Cultural Heritage Informatics Meeting: Cultural Heritage and Technologies in the Third Millennium (ichim01), vol. 2, pp. 485–492. Milan, Italy (2001)

  41. Meinlschmidt, P.: Original or Fake? Fraunhofer—Research news (2007)

  42. Miller I., John E.: Freund’s Mathematical Statistics with Applications. Pearson Prentice Hall, Upper Saddle River (2004)

    Google Scholar 

  43. Moschini, D.: La marca d’acqua: A system for the digital recording of watermarks. In: Puzzles in Paper: Concepts in Historical Watermarks (Papers from the 1996 International Conference on Watermarks at Roanoke, Virginia), pp. 187–192. Oak Knoll Books and the British Library, Newcastle (2000)

  44. Mosser, D.W., Sullivan II, E.W.: The Thomas L. Gravell watermark archive on the Internet. In: Puzzles in Paper: Concepts in Historical Watermarks (Papers from the 1996 International Conference on Watermarks at Roanoke, Virginia), pp. 211–228. Oak Knoll Books and the British Library, Newcastle (2000). http://www.gravell.org/. Accessed 23rd June 2008

  45. Neuheuser H.P., Märgner V., Meinlschmidt P.: Wasserzeichendarstellung mit Hilfe der Thermographie. ABI TECHNIK 25(4), 266–278 (2005)

    Google Scholar 

  46. Pavelka, K.: Review of ‘Puzzles in paper’. Mosser et al. (eds.) [44]. Libraries and Culture 38(4), 421–422

  47. Rauber, C., Ruanaidh, J.Ó., Pun, T.: Secure distribution of watermarked images for a digital library of ancient papers. In: Proceedings of the Second ACM International Conference on Digital Libraries (DL’97), pp. 123–130. Philadelphia, Pennsylvania (1997)

  48. Riley, K.J., Eakins, J.P.: Content-based retrieval of historical watermark images: I-tracings. In: Proceedings of the International Conference on Image and Video Retrieval. Lecture Notes in Computer Science, vol. 2383, pp. 253–261. Springer, London (2002)

  49. Riley, K.J., Edwards, J.D., Eakins, J.P.: Content-based retrieval of historical watermark images: Ii—electron radiographs. In: Proceedings of the International Conference on Image and Video Retrieval, Lecture Notes in Computer Science, vol. 2728, pp. 131–140. Springer, Illinois (2003)

  50. Rouse R.H.: Reviews: the problem of the missale speciale. Speculum 44(4), 664–666 (1969)

    Article  Google Scholar 

  51. Salvador, S., Chan, P.: Determining the number of clusters/segments in hierarchical clustering/segmentation algorithms. In: Proceedings of 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI’04), pp. 576–584. IEEE Computer Society Press (2004)

  52. Schnitger, D., Mundry, E.: Elektronenradiographie, ein Hilfsmittel für die Analyse von Wasserzeichen und Miniaturmalereien. Restaurator 5(1/2), 156–164 (1981/82)

    Google Scholar 

  53. Schnitger D., Ziesche E., Mundry E.: Elektronenradiographie als Hilfsmittel für die Identifizierung schwer oder nicht erkennbarer Wasserzeichen. Gutenberg Jahrbuch 58, 49–67 (1983)

    Google Scholar 

  54. Schoonover, D.: Techniques of reproducing watermarks: a practical introduction. In: Essays in Paper Analysis, pp. 154–167. Folger Shakespeare Library, Washington (1987)

  55. Small, C.A.: Phosphorescence watermark imaging. In: Puzzles in Paper: Concepts in Historical Watermarks (Papers from the 1996 International Conference on Watermarks at Roanoke, Virginia), pp. 169–181. Oak Knoll Books and the British Library, Newcastle (2000)

  56. Šonka, M., Hlavač, V., Boyle, R.: Image Processing, Analysis, and Machine Vision, 3rd edn. Thomson (2008)

  57. Spector, S. (eds): Essays in Paper Analysis. Folger Shakespeare Library, Washington USA (1987)

    Google Scholar 

  58. van Staalduinen, M., van der Lubbe, J.C., Georg, D., Laurentius, F.: Comparing X-ray and backlight imaging for paper structure visualization. In: Proceedings of EVA, Electronic Imaging and Visual Arts, pp. 108–113. Florence, Italy (2006)

  59. Stevenson, A.: Shakespearian dated watermarks. Stud. Bibliogr. 4, 159–164 (1951–1952). http://etext.lib.virginia.edu/bsuva/sb/toc/sib04toc.htm. Accessed 23rd June 2008

  60. Stevenson, A.: Watermarks are twins. Stud. Bibliogr. 4, 57–91 (1951–1952). http://etext.lib.virginia.edu/bsuva/sb/toc/sib04toc.htm. Acessed 23rd June 2008

  61. Stevenson, A.: Chain-indentations in paper as evidence. Stud. Bibliogr. 6, 181–195 (1954). http://etext.lib.virginia.edu/bsuva/sb/toc/sib06toc.htm. Accessed 23rd June 2008

  62. Stevenson A.: Paper as bibliographical evidence (5th series). Library 17(3), 197–212 (1962)

    Article  Google Scholar 

  63. Stevenson A.: The Problem of the Missale Speciale. The Bibliographical Society, London (1967)

    Google Scholar 

  64. Stewart D., Scharf R.A., Arney J.S.: Techniques for digital image capture of watermarks. Imaging Sci. Technol. 39(3), 261–267 (1995)

    Google Scholar 

  65. Szeliski, R., Zabih, R., Scharstein, D., Veksler, O., Kolmogorov, V., Agarwala, A., Tappen, M., Rother, C.: A comparative study of energy minimization methods for Markov random fields. In: 9th European Conference on Computer Vision (ECCV 2006), vol. 2, pp. 19–26. Graz, Austria (2006)

  66. The MathWorks: Matlab Application. http://www.mathworks.com. Accessed 23rd June 2008

  67. Toft, P.: The radon transform—theory and implementation. Ph.D. Thesis, Department of Mathematical Modelling, Technical University of Denmark (1996)

  68. Tomimasu H., Kim D., Suk M., Luner P.: Comparison of four paper imaging techniques: beta-radiography, electrography, light transmission, and soft X-radiography. Tappi 74(7), 165–176 (1991)

    Google Scholar 

  69. Vander Meulen, D.L.: The identification of paper without watermarks. Stud. Bibliogr. 37, 58–81 (1984). http://etext.lib.virginia.edu/bsuva/sb/toc/sib37toc.htm. Accessed 23rd June 2008

  70. Wenger, E., Karnaukhov, V.: A distributed database and processing system for watermarks. In: Proceedings of EVA’04 Moscow. The State Tretyakov Gallery, Moscow, 5 p. CD-ROM (2004)

  71. Whelan P.F., Soille P., Drimbarean A.: Real-time registration of paper watermarks. Real Time Imaging 7(4), 367–380 (2001)

    Article  MATH  Google Scholar 

  72. WIES: Watermarks in Incunabula printed in España: http://www.ksbm.oeaw.ac.at/wies/. Accessed 23rd June 2008

  73. WZMA: Wasserzeichen des Mittelalters: http://www.oeaw.ac.at/ksbm/wz/wzma2.htm. Accessed 23rd June 2008

  74. Ziesche, E., Schnitger, D.: Elektronenradiographische Untersuchungen von Wasserzeichen in Inkunabeln. In: Proceedings of the 19th International Congress of Paper Historians (IPH Yearbook), vol. 7, pp. 209–223. Durrham and Heertfort, UK (1988)

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Authors and Affiliations

  1. School of Computing, University of Leeds, Leeds, LS2 9JT, UK

    Roger D. Boyle

  2. University of Jordan, Amman, 11942, Jordan

    Hazem Hiary

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  1. Roger D. Boyle
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  2. Hazem Hiary
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Correspondence to Roger D. Boyle.

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Mr Hiary was supported by the University of Jordan in pursuing this work.

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Boyle, R.D., Hiary, H. Watermark location via back-lighting and recto removal. IJDAR 12, 33–46 (2009). https://doi.org/10.1007/s10032-009-0080-1

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