Printer forensics using SVM techniques

Aravind K. Mikkilineni; Osman Arslan; Pei Ju Chiang; Roy M. Kumontoy; Jan P. Allebach; George T.C. Chiu; Edward J. Delp

Printer forensics using SVM techniques

Aravind K. Mikkilineni, Osman Arslan, Pei Ju Chiang, Roy M. Kumontoy, Jan P. Allebach, George T.C. Chiu, Edward J. Delp

系統及船舶機電工程學系

研究成果: Paper › 同行評審

59 引文斯高帕斯（Scopus）

摘要

In today's digital world securing different forms of content is very important in terms of protecting copyright and verifying authenticity. We have previously described the use of image texture analysis to identify the printer used to print a document. In particular we described a set of features that can be used to provide forensic information describing a document. In this paper we will introduce a printer identification process that uses a support vector machine classifier. We will also examine the effect of font size, font type, paper type, and "printer age".

原文	English
頁面	223-226
頁數	4
出版狀態	Published - 2005
事件	NIP21: 21st International Conference on Digital Printing Technologies - Final Program and Proceedings - Baltimore, MD, United States 持續時間: 2005 9月 18 → 2005 9月 23

Conference

Conference	NIP21: 21st International Conference on Digital Printing Technologies - Final Program and Proceedings
國家/地區	United States
城市	Baltimore, MD
期間	05-09-18 → 05-09-23

All Science Journal Classification (ASJC) codes

媒體技術
電腦科學應用

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title = "Printer forensics using SVM techniques",

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author = "Mikkilineni, {Aravind K.} and Osman Arslan and Chiang, {Pei Ju} and Kumontoy, {Roy M.} and Allebach, {Jan P.} and Chiu, {George T.C.} and Delp, {Edward J.}",

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T1 - Printer forensics using SVM techniques

AU - Mikkilineni, Aravind K.

AU - Arslan, Osman

AU - Chiang, Pei Ju

AU - Kumontoy, Roy M.

AU - Allebach, Jan P.

AU - Chiu, George T.C.

AU - Delp, Edward J.

PY - 2005

Y1 - 2005

N2 - In today's digital world securing different forms of content is very important in terms of protecting copyright and verifying authenticity. We have previously described the use of image texture analysis to identify the printer used to print a document. In particular we described a set of features that can be used to provide forensic information describing a document. In this paper we will introduce a printer identification process that uses a support vector machine classifier. We will also examine the effect of font size, font type, paper type, and "printer age".

AB - In today's digital world securing different forms of content is very important in terms of protecting copyright and verifying authenticity. We have previously described the use of image texture analysis to identify the printer used to print a document. In particular we described a set of features that can be used to provide forensic information describing a document. In this paper we will introduce a printer identification process that uses a support vector machine classifier. We will also examine the effect of font size, font type, paper type, and "printer age".

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T2 - NIP21: 21st International Conference on Digital Printing Technologies - Final Program and Proceedings

Y2 - 18 September 2005 through 23 September 2005

ER -

Printer forensics using SVM techniques

摘要

Conference

All Science Journal Classification (ASJC) codes

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