An adaptive digital image watermarking scheme with PSO, DWT and XFCM
This article was published in the IEEE Xplore [© 2017 IEEE] and the definite version is available at : http://doi.org/10.1109/ICIVPR.2017.7890868 The Journal's website is at: http://ieeexplore.ieee.org/document/7890868/?reload=true
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| 言語: | English |
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© 2017 IEEE
2018
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| オンライン･アクセス: | http://hdl.handle.net/10361/9498 http://doi.org/10.1109/ICIVPR.2017.7890868 |
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10361-94982018-07-25T10:16:03Z An adaptive digital image watermarking scheme with PSO, DWT and XFCM Mitashe, Mashruha Raquib Habib, Ahnaf Rafid Bin Razzaque, Anindita Tanima, Ismat Ara Uddin, Jia Department of Computer Science and Engineering, BRAC University Digital watermarking DWT FCM PSO XieBeni Index This article was published in the IEEE Xplore [© 2017 IEEE] and the definite version is available at : http://doi.org/10.1109/ICIVPR.2017.7890868 The Journal's website is at: http://ieeexplore.ieee.org/document/7890868/?reload=true In this paper, a novel adaptive digital image watermarking model based on modified Fuzzy C-means clustering is proposed. For watermark embedding process, we used Discrete Wavelet Transform (DWT). A segmentation technique XieBeni integrated Fuzzy C-means clustering (XFCM) is used to identify the segments of original image to expose suitable locations for embedding watermark. We also pre-processed the host image using Particle Swarm Optimization (PSO) to lend a hand to the clustering process. The goal is to focus on proper segmentation of the image so that the embedded watermark can withstand common image processing attacks and provide security to digital images. Several attacks were performed on the watermarked images and original watermark was extracted. Performance measures like PSNR, MSE, CC were computed to test the extracted watermarks with and without attacks. Experimental results show that the proposed scheme has performed well in terms of imperceptibility and robustness when compared to other watermarking models. Published 2018-02-18T05:57:58Z 2018-02-18T05:57:58Z 2017-02 Conference paper Mitashe, M. R., Habib, A. R. B., Razzaque, A., Tanima, I. A., & Uddin, J. (2017). An adaptive digital image watermarking scheme with PSO, DWT and XFCM. Paper presented at the 2017 IEEE International Conference on Imaging, Vision and Pattern Recognition, icIVPR 2017, 10.1109/ICIVPR.2017.7890868 978-150906003-0 http://hdl.handle.net/10361/9498 http://doi.org/10.1109/ICIVPR.2017.7890868 en http://ieeexplore.ieee.org/document/7890868/?reload=true © 2017 IEEE |
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Brac University |
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Institutional Repository |
| language |
English |
| topic |
Digital watermarking DWT FCM PSO XieBeni Index |
| spellingShingle |
Digital watermarking DWT FCM PSO XieBeni Index Mitashe, Mashruha Raquib Habib, Ahnaf Rafid Bin Razzaque, Anindita Tanima, Ismat Ara Uddin, Jia An adaptive digital image watermarking scheme with PSO, DWT and XFCM |
| description |
This article was published in the IEEE Xplore [© 2017 IEEE] and the definite version is available at : http://doi.org/10.1109/ICIVPR.2017.7890868 The Journal's website is at: http://ieeexplore.ieee.org/document/7890868/?reload=true |
| author2 |
Department of Computer Science and Engineering, BRAC University |
| author_facet |
Department of Computer Science and Engineering, BRAC University Mitashe, Mashruha Raquib Habib, Ahnaf Rafid Bin Razzaque, Anindita Tanima, Ismat Ara Uddin, Jia |
| format |
Conference paper |
| author |
Mitashe, Mashruha Raquib Habib, Ahnaf Rafid Bin Razzaque, Anindita Tanima, Ismat Ara Uddin, Jia |
| author_sort |
Mitashe, Mashruha Raquib |
| title |
An adaptive digital image watermarking scheme with PSO, DWT and XFCM |
| title_short |
An adaptive digital image watermarking scheme with PSO, DWT and XFCM |
| title_full |
An adaptive digital image watermarking scheme with PSO, DWT and XFCM |
| title_fullStr |
An adaptive digital image watermarking scheme with PSO, DWT and XFCM |
| title_full_unstemmed |
An adaptive digital image watermarking scheme with PSO, DWT and XFCM |
| title_sort |
adaptive digital image watermarking scheme with pso, dwt and xfcm |
| publisher |
© 2017 IEEE |
| publishDate |
2018 |
| url |
http://hdl.handle.net/10361/9498 http://doi.org/10.1109/ICIVPR.2017.7890868 |
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