Fast image watermarking based on signum of cosine matrix
In the field of image watermarking, the singular value decomposition has good imperceptibility and robustness, but it has high complexity. It divides a host image into matrices of U, S, and V. Singular matrix S has been widely used for embedding and extracting watermark, while orthogonal matrices of...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Institute of Advanced Engineering and Science
2022
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/33575/1/Fast%20image%20watermarking%20based%20on%20signum%20of%20cosine%20matrix.pdf |
| _version_ | 1796994992865017856 |
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| author | Ernawan, Ferda Adi, Prajanto Wahyu Liew, Siau-Chuin Sarwoko, Eko Adi Winarno, Edy |
| author_facet | Ernawan, Ferda Adi, Prajanto Wahyu Liew, Siau-Chuin Sarwoko, Eko Adi Winarno, Edy |
| author_sort | Ernawan, Ferda |
| collection | UMP |
| description | In the field of image watermarking, the singular value decomposition has good imperceptibility and robustness, but it has high complexity. It divides a host image into matrices of U, S, and V. Singular matrix S has been widely used for embedding and extracting watermark, while orthogonal matrices of U and V are used in decomposition and reconstruction. The proposed signum of cosine matrix method is carried out to eliminate the generation of the three matrices at each block and replace it with a signum of cosine matrix. The proposed signum of cosine matrix is performed faster on the decomposition and reconstruction. The image is transformed into a coefficient matrix C using the signum matrix. The C matrix values are closer to the S value of singular value decomposition which can preserve high quality of the watermarked image. The experimental results show that our method is able to produce similar imperceptibility and robustness level of the watermarked image with less computational time. |
| first_indexed | 2024-03-06T12:55:46Z |
| format | Article |
| id | UMPir33575 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:55:46Z |
| publishDate | 2022 |
| publisher | Institute of Advanced Engineering and Science |
| record_format | dspace |
| spelling | UMPir335752022-04-15T03:53:10Z http://umpir.ump.edu.my/id/eprint/33575/ Fast image watermarking based on signum of cosine matrix Ernawan, Ferda Adi, Prajanto Wahyu Liew, Siau-Chuin Sarwoko, Eko Adi Winarno, Edy QA75 Electronic computers. Computer science QA76 Computer software TA Engineering (General). Civil engineering (General) In the field of image watermarking, the singular value decomposition has good imperceptibility and robustness, but it has high complexity. It divides a host image into matrices of U, S, and V. Singular matrix S has been widely used for embedding and extracting watermark, while orthogonal matrices of U and V are used in decomposition and reconstruction. The proposed signum of cosine matrix method is carried out to eliminate the generation of the three matrices at each block and replace it with a signum of cosine matrix. The proposed signum of cosine matrix is performed faster on the decomposition and reconstruction. The image is transformed into a coefficient matrix C using the signum matrix. The C matrix values are closer to the S value of singular value decomposition which can preserve high quality of the watermarked image. The experimental results show that our method is able to produce similar imperceptibility and robustness level of the watermarked image with less computational time. Institute of Advanced Engineering and Science 2022-03 Article PeerReviewed pdf en cc_by_sa_4 http://umpir.ump.edu.my/id/eprint/33575/1/Fast%20image%20watermarking%20based%20on%20signum%20of%20cosine%20matrix.pdf Ernawan, Ferda and Adi, Prajanto Wahyu and Liew, Siau-Chuin and Sarwoko, Eko Adi and Winarno, Edy (2022) Fast image watermarking based on signum of cosine matrix. Indonesian Journal of Electrical Engineering and Computer Science, 25 (3). pp. 1383-1391. ISSN 2502-4752. (Published) https://doi.org/10.11591/ijeecs.v25.i3.pp1383-1391 https://doi.org/10.11591/ijeecs.v25.i3.pp1383-1391 |
| spellingShingle | QA75 Electronic computers. Computer science QA76 Computer software TA Engineering (General). Civil engineering (General) Ernawan, Ferda Adi, Prajanto Wahyu Liew, Siau-Chuin Sarwoko, Eko Adi Winarno, Edy Fast image watermarking based on signum of cosine matrix |
| title | Fast image watermarking based on signum of cosine matrix |
| title_full | Fast image watermarking based on signum of cosine matrix |
| title_fullStr | Fast image watermarking based on signum of cosine matrix |
| title_full_unstemmed | Fast image watermarking based on signum of cosine matrix |
| title_short | Fast image watermarking based on signum of cosine matrix |
| title_sort | fast image watermarking based on signum of cosine matrix |
| topic | QA75 Electronic computers. Computer science QA76 Computer software TA Engineering (General). Civil engineering (General) |
| url | http://umpir.ump.edu.my/id/eprint/33575/1/Fast%20image%20watermarking%20based%20on%20signum%20of%20cosine%20matrix.pdf |
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