A proposed method on painting authentication using contourelet transform (PAUCT)

R. Karki; Abeer Alsadoon; P. W.C. Prasad; A. M. S. Rahma; A. Elchouemi

doi:10.1109/IACS.2016.7476113

A proposed method on painting authentication using contourelet transform (PAUCT)

R. Karki, Abeer Alsadoon, P. W.C. Prasad, A. M. S. Rahma, A. Elchouemi

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Abstract

This paper presents a method based on contour let transform for the purpose of art authentication. The sample digital images from the different artist are converted to the gray scale images. The background patches from the gray scale images are extracted. The extracted patches are transformed using Contourelet transform and modeled using Hidden Markov Tree (HMT). The fisher distance information is calculated to measure for stylistic similarity between the brushwork of the artist. The result obtained is analyzed to determine the authenticity of the paintings. In this method we have analyzed different current existing solutions determine their limitations and propose a new hybrid method that can overcome those limitations. It is tested on the sample of twenty images of the paintings, consisting of the paintings from the Van Gog and other artist separated as the Van Gog and Non Van Gog paintings.

Original language	English
Title of host publication	2016 7th International conference on information and communication systems, ICICS 2016
Place of Publication	United States
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	213-216
Number of pages	4
ISBN (Electronic)	9781467386142
DOIs	https://doi.org/10.1109/IACS.2016.7476113
Publication status	Published - 23 May 2016
Event	7th International Conference on Information and Communication Systems, ICICS 2016 - Jordan University of Science and Technology, Irbid, Jordan Duration: 05 Apr 2016 → 07 Apr 2016 https://web.archive.org/web/20160305231301/http://www.icics.info/icics2016/ (conference website) http://toc.proceedings.com/30459webtoc.pdf (proceedings TOC) https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7468594 (full conference proceedings)

Conference

Conference	7th International Conference on Information and Communication Systems, ICICS 2016
Country/Territory	Jordan
City	Irbid
Period	05/04/16 → 07/04/16
Other	The International Conference on Information and Communication Systems (ICICS 2016) is a forum for scientists, engineers, and practitioners to present their latest research results, ideas, developments, and applications in all areas of Computer and Information Sciences. The topics that will be covered in the ICICS 2016 include, but are not limited to: Artificial Intelligence, Mobile Computing, Networking, Information Security and Cryptography, Intrusion Detection and Computer Forensics, Web Content Mining, Bioinformatics and IT Applications, Database Technology, Systems Integration, Information Systems Analysis and Specification, Communications, and Human-Computer Interaction.
Internet address	https://web.archive.org/web/20160305231301/http://www.icics.info/icics2016/ (conference website) http://toc.proceedings.com/30459webtoc.pdf (proceedings TOC) https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7468594 (full conference proceedings)

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10.1109/IACS.2016.7476113

Cite this

Karki, R., Alsadoon, A., Prasad, P. W. C., Rahma, A. M. S., & Elchouemi, A. (2016). A proposed method on painting authentication using contourelet transform (PAUCT). In 2016 7th International conference on information and communication systems, ICICS 2016 (pp. 213-216). Article 7476113 IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/IACS.2016.7476113

@inproceedings{a089161833764352a5d158eadae65c86,

title = "A proposed method on painting authentication using contourelet transform (PAUCT)",

abstract = "This paper presents a method based on contour let transform for the purpose of art authentication. The sample digital images from the different artist are converted to the gray scale images. The background patches from the gray scale images are extracted. The extracted patches are transformed using Contourelet transform and modeled using Hidden Markov Tree (HMT). The fisher distance information is calculated to measure for stylistic similarity between the brushwork of the artist. The result obtained is analyzed to determine the authenticity of the paintings. In this method we have analyzed different current existing solutions determine their limitations and propose a new hybrid method that can overcome those limitations. It is tested on the sample of twenty images of the paintings, consisting of the paintings from the Van Gog and other artist separated as the Van Gog and Non Van Gog paintings.",

keywords = "Image processing, Painting analysis, Painting classification, Paintings authentication, Signal processing",

author = "R. Karki and Abeer Alsadoon and Prasad, {P. W.C.} and Rahma, {A. M. S.} and A. Elchouemi",

note = "Includes bibliogrpahical references.; 7th International Conference on Information and Communication Systems, ICICS 2016 ; Conference date: 05-04-2016 Through 07-04-2016",

year = "2016",

month = may,

day = "23",

doi = "10.1109/IACS.2016.7476113",

language = "English",

pages = "213--216",

booktitle = "2016 7th International conference on information and communication systems, ICICS 2016",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

address = "United States",

url = "https://web.archive.org/web/20160305231301/http://www.icics.info/icics2016/, http://toc.proceedings.com/30459webtoc.pdf, https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7468594",

}

Karki, R, Alsadoon, A, Prasad, PWC, Rahma, AMS & Elchouemi, A 2016, A proposed method on painting authentication using contourelet transform (PAUCT). in 2016 7th International conference on information and communication systems, ICICS 2016., 7476113, IEEE, Institute of Electrical and Electronics Engineers, United States, pp. 213-216, 7th International Conference on Information and Communication Systems, ICICS 2016, Irbid, Jordan, 05/04/16. https://doi.org/10.1109/IACS.2016.7476113

A proposed method on painting authentication using contourelet transform (PAUCT). / Karki, R.; Alsadoon, Abeer; Prasad, P. W.C. et al.
2016 7th International conference on information and communication systems, ICICS 2016. United States: IEEE, Institute of Electrical and Electronics Engineers, 2016. p. 213-216 7476113.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

TY - GEN

T1 - A proposed method on painting authentication using contourelet transform (PAUCT)

AU - Karki, R.

AU - Alsadoon, Abeer

AU - Prasad, P. W.C.

AU - Rahma, A. M. S.

AU - Elchouemi, A.

N1 - Includes bibliogrpahical references.

PY - 2016/5/23

Y1 - 2016/5/23

N2 - This paper presents a method based on contour let transform for the purpose of art authentication. The sample digital images from the different artist are converted to the gray scale images. The background patches from the gray scale images are extracted. The extracted patches are transformed using Contourelet transform and modeled using Hidden Markov Tree (HMT). The fisher distance information is calculated to measure for stylistic similarity between the brushwork of the artist. The result obtained is analyzed to determine the authenticity of the paintings. In this method we have analyzed different current existing solutions determine their limitations and propose a new hybrid method that can overcome those limitations. It is tested on the sample of twenty images of the paintings, consisting of the paintings from the Van Gog and other artist separated as the Van Gog and Non Van Gog paintings.

AB - This paper presents a method based on contour let transform for the purpose of art authentication. The sample digital images from the different artist are converted to the gray scale images. The background patches from the gray scale images are extracted. The extracted patches are transformed using Contourelet transform and modeled using Hidden Markov Tree (HMT). The fisher distance information is calculated to measure for stylistic similarity between the brushwork of the artist. The result obtained is analyzed to determine the authenticity of the paintings. In this method we have analyzed different current existing solutions determine their limitations and propose a new hybrid method that can overcome those limitations. It is tested on the sample of twenty images of the paintings, consisting of the paintings from the Van Gog and other artist separated as the Van Gog and Non Van Gog paintings.

KW - Image processing

KW - Painting analysis

KW - Painting classification

KW - Paintings authentication

KW - Signal processing

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M3 - Conference paper

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BT - 2016 7th International conference on information and communication systems, ICICS 2016

PB - IEEE, Institute of Electrical and Electronics Engineers

CY - United States

T2 - 7th International Conference on Information and Communication Systems, ICICS 2016

Y2 - 5 April 2016 through 7 April 2016

ER -

A proposed method on painting authentication using contourelet transform (PAUCT)

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