Japanese character based printed source identification

Min-Jen Tsai, Chien Lun Hsu, Jin Sheng Yin, Imam Yuadi

研究成果: Conference contribution同行評審

24 引文 斯高帕斯(Scopus)

摘要

Due to the advances of digital technology, digital contents are widely accepted all over the world. Since the criminal counterfeits and copyright infringement is still under study for the new digital media, there is an increasing need called digital forensics, which involves the collection and analysis of the original digital device, has become an important issue. This study offers a universal approach to extract the important statistical features from Gray Level Co-occurrence Matrix (GLCM), Discrete Wavelet Transform (DWT), Spatial filter, Wiener filter and Gabor filter to identify the printer source for Japanese characters. The average experimental results achieves high identification rate at 94.23% which is significantly superior to the existing known method of using GLCM at 77.31%. The result is also better than the technique for Chinese character identification method at 88.77%. This superior testing performance demonstrates that the proposed identification technique is very effective for Japanese character based source laser printer identification.

原文English
主出版物標題2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015
發行者Institute of Electrical and Electronics Engineers Inc.
頁面2800-2803
頁數4
ISBN(電子)9781479983919
DOIs
出版狀態Published - 27 7月 2015
事件IEEE International Symposium on Circuits and Systems, ISCAS 2015 - Lisbon, Portugal
持續時間: 24 5月 201527 5月 2015

出版系列

名字Proceedings - IEEE International Symposium on Circuits and Systems
2015-July
ISSN(列印)0271-4310

Conference

ConferenceIEEE International Symposium on Circuits and Systems, ISCAS 2015
國家/地區Portugal
城市Lisbon
期間24/05/1527/05/15

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