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2014 | OriginalPaper | Chapter

Filtering Out Readers’ Underline in Monochromatic and Color Documents

Authors : Ricardo da Silva Barboza, Rafael Dueire Lins, Luiz W. Nagata Balduino

Published in: Graphics Recognition. Current Trends and Challenges

Publisher: Springer Berlin Heidelberg

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Abstract

Text “underlining” is a practice of many interested readers, but it may be seen as a noise inserted by the user that damages the physical integrity of a document. This paper presents two different algorithms for underline removal. The first one addresses the case of monochromatic document images. The second algorithm is applied to remove the underline noise in recent and aged documents written on a blank sheet of white paper. Underline information is also used to automatically generate summaries of documents.

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Literature
1.
go back to reference Lins, R.D.: A taxonomy for noise in images of paper documents - the physical noises. In: Kamel, M., Campilho, A. (eds.) ICIAR 2009. LNCS, vol. 5627, pp. 844–854. Springer, Heidelberg (2009) Lins, R.D.: A taxonomy for noise in images of paper documents - the physical noises. In: Kamel, M., Campilho, A. (eds.) ICIAR 2009. LNCS, vol. 5627, pp. 844–854. Springer, Heidelberg (2009)
2.
go back to reference Cui, J., He, H., Wang, Y.: An adaptive staff line removal in music score images. In: IEEE 10th International Conference on Signal Processing (ICSP 2010), 24–28 October 2010 Cui, J., He, H., Wang, Y.: An adaptive staff line removal in music score images. In: IEEE 10th International Conference on Signal Processing (ICSP 2010), 24–28 October 2010
3.
go back to reference Khan, A.R., Kurniawan, F., Mohamad, D.: An automated approach to remove line from text bypassing restoration stage. In: The 2nd IEEE International Conference on Computer, Control and Communication (IEEE-IC4 2009) Khan, A.R., Kurniawan, F., Mohamad, D.: An automated approach to remove line from text bypassing restoration stage. In: The 2nd IEEE International Conference on Computer, Control and Communication (IEEE-IC4 2009)
4.
go back to reference Kumar, J., Doermann, D.: Fast Rule-line removal using integral images and support vector machines. In: ICDAR 2011, Beijing, China (2011) Kumar, J., Doermann, D.: Fast Rule-line removal using integral images and support vector machines. In: ICDAR 2011, Beijing, China (2011)
5.
go back to reference Deivalakshmi, S., Harinivash, B., Palanisamy, P.: Line removal technique for document and non document images. In: 11th International Conference on Hybrid Intelligent Systems, HIS 2011, Melacca, Malaysia, 5–8 December 2011. IEEE (2011) Deivalakshmi, S., Harinivash, B., Palanisamy, P.: Line removal technique for document and non document images. In: 11th International Conference on Hybrid Intelligent Systems, HIS 2011, Melacca, Malaysia, 5–8 December 2011. IEEE (2011)
6.
go back to reference Pinto, J.R.C., Bandeira, L., Sousa, J.M.C., Pina, P.: Combining fuzzy clustering and morphological methods for old documents recovery. In: Marques, J.S., de la Blanca, N.P., Pina, P. (eds.) IbPRIA 2005. LNCS, vol. 3523, pp. 387–394. Springer, Heidelberg (2005) Pinto, J.R.C., Bandeira, L., Sousa, J.M.C., Pina, P.: Combining fuzzy clustering and morphological methods for old documents recovery. In: Marques, J.S., de la Blanca, N.P., Pina, P. (eds.) IbPRIA 2005. LNCS, vol. 3523, pp. 387–394. Springer, Heidelberg (2005)
7.
go back to reference Barboza, R., Lins, R.D., Mattos, V.S.: Removing highlighting in paper documents VII. In: IEEE International Telecommunications Symposium, ITS2010. Manaus-AM, Brazil, September 2010 Barboza, R., Lins, R.D., Mattos, V.S.: Removing highlighting in paper documents VII. In: IEEE International Telecommunications Symposium, ITS2010. Manaus-AM, Brazil, September 2010
8.
go back to reference Shapiro, L., Stockman, G.: Computer Vision, pp. 69–73. Prentice Hall, Englewood Cliffs (2002) Shapiro, L., Stockman, G.: Computer Vision, pp. 69–73. Prentice Hall, Englewood Cliffs (2002)
9.
go back to reference Soille, P.: Morphological Image Analysis: Principles and Applications, 2nd edn. Springer, Berlin, New York (2004). Corrected second printing of second edition Soille, P.: Morphological Image Analysis: Principles and Applications, 2nd edn. Springer, Berlin, New York (2004). Corrected second printing of second edition
10.
go back to reference Barboza, R., Lins, R.D., Pereira, V.M.S.: Using readers’ highlighting on monochromatic documents for automatic text transcription and summarization. In: ICDAR 2011, Beijing, September. IEEE Press (2011) Barboza, R., Lins, R.D., Pereira, V.M.S.: Using readers’ highlighting on monochromatic documents for automatic text transcription and summarization. In: ICDAR 2011, Beijing, September. IEEE Press (2011)
11.
go back to reference Barboza, R., Lins, R.D., de Jesus, D.M.: A color-based model to determine the age of documents for forensic purposes. In: ICDAR 2013 (2013) Barboza, R., Lins, R.D., de Jesus, D.M.: A color-based model to determine the age of documents for forensic purposes. In: ICDAR 2013 (2013)
13.
go back to reference Shima, Y., et al.: One Method of underline extraction from business form image. In: FIT 2002 (Forum on Information Technology), I-85, pp. 169–170 (2002) Shima, Y., et al.: One Method of underline extraction from business form image. In: FIT 2002 (Forum on Information Technology), I-85, pp. 169–170 (2002)
14.
go back to reference Bai, Z.-L., Huo, Q.: Underline detection and removal in a document image using multiple strategie. In: ICPR’04 —Vol. 2, pp. 578–581 (2004) Bai, Z.-L., Huo, Q.: Underline detection and removal in a document image using multiple strategie. In: ICPR’04 —Vol. 2, pp. 578–581 (2004)
Metadata
Title
Filtering Out Readers’ Underline in Monochromatic and Color Documents
Authors
Ricardo da Silva Barboza
Rafael Dueire Lins
Luiz W. Nagata Balduino
Copyright Year
2014
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-44854-0_13

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