Rotation Correction Algorithm Based on Polar Harmonic Fourier Moments and Optimization of Color Image Security Quantization Watermarking Scheme
A continuous orthogonal moment is chosen as an image feature descriptor, and a rotation correction algorithm is proposed that can accommodate any order and repetition. In order to demonstrate the expanded application scope of the algorithm, a color image watermarking algorithm based on quantization...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Photonics Journal |
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| Online Access: | https://ieeexplore.ieee.org/document/10636200/ |
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| author | Yuli Yang Meiru Jiang Xiufang Feng Chenchen Lu Yongle Chen Shuang Zhou Hao Zhang |
| author_facet | Yuli Yang Meiru Jiang Xiufang Feng Chenchen Lu Yongle Chen Shuang Zhou Hao Zhang |
| author_sort | Yuli Yang |
| collection | DOAJ |
| description | A continuous orthogonal moment is chosen as an image feature descriptor, and a rotation correction algorithm is proposed that can accommodate any order and repetition. In order to demonstrate the expanded application scope of the algorithm, a color image watermarking algorithm based on quantization concept is developed, which enhances the classical algorithm's resistance to rotation attacks. Taking into account the current research status of watermarking algorithms, a chaotic system is employed to bolster the security of the entire process. The experimental results indicate that the calibration algorithm exhibits strong universality and high accuracy. In comparison, the mean square error of the proposed rotation angle estimation model rose from 0.042 to 0.018, and the mean absolute error climbed from 0.065 to 0.032. With this enhancement, the robustness of color image watermarking algorithms against geometric attacks has taken a significant leap forward, the normalized correlation coefficient of quantization watermarking algorithm, which could not resist rotation attack, is now stable above 0.9. Furthermore, the modulated chaotic system heightens the security of the watermark algorithm, the key space up to 10<sup>15</sup>, while also improving the quality of extracted watermarks. |
| format | Article |
| id | doaj-art-b1d3df08315f4990a73e9cb67da16e57 |
| institution | Kabale University |
| issn | 1943-0655 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Photonics Journal |
| spelling | doaj-art-b1d3df08315f4990a73e9cb67da16e572025-01-24T00:00:38ZengIEEEIEEE Photonics Journal1943-06552024-01-0116511410.1109/JPHOT.2024.344334510636200Rotation Correction Algorithm Based on Polar Harmonic Fourier Moments and Optimization of Color Image Security Quantization Watermarking SchemeYuli Yang0https://orcid.org/0000-0003-1833-2129Meiru Jiang1Xiufang Feng2Chenchen Lu3Yongle Chen4https://orcid.org/0000-0002-1000-1109Shuang Zhou5https://orcid.org/0000-0001-6399-643XHao Zhang6https://orcid.org/0000-0003-4281-1461College of Computer Science and Technology, Taiyuan University of Technology, Taiyuan, ChinaCollege of Software, Taiyuan University of Technology, Taiyuan, ChinaCollege of Software, Taiyuan University of Technology, Taiyuan, ChinaCollege of Software, Taiyuan University of Technology, Taiyuan, ChinaCollege of Computer Science and Technology, Taiyuan University of Technology, Taiyuan, ChinaSchool of Mathematical Sciences, Chongqing Normal University, Chongqing, ChinaCollege of Computer Science and Technology, Taiyuan University of Technology, Taiyuan, ChinaA continuous orthogonal moment is chosen as an image feature descriptor, and a rotation correction algorithm is proposed that can accommodate any order and repetition. In order to demonstrate the expanded application scope of the algorithm, a color image watermarking algorithm based on quantization concept is developed, which enhances the classical algorithm's resistance to rotation attacks. Taking into account the current research status of watermarking algorithms, a chaotic system is employed to bolster the security of the entire process. The experimental results indicate that the calibration algorithm exhibits strong universality and high accuracy. In comparison, the mean square error of the proposed rotation angle estimation model rose from 0.042 to 0.018, and the mean absolute error climbed from 0.065 to 0.032. With this enhancement, the robustness of color image watermarking algorithms against geometric attacks has taken a significant leap forward, the normalized correlation coefficient of quantization watermarking algorithm, which could not resist rotation attack, is now stable above 0.9. Furthermore, the modulated chaotic system heightens the security of the watermark algorithm, the key space up to 10<sup>15</sup>, while also improving the quality of extracted watermarks.https://ieeexplore.ieee.org/document/10636200/Image continuous orthogonal momentrotation correctioncolor image robust watermarkingchaotic systemsafety watermarking |
| spellingShingle | Yuli Yang Meiru Jiang Xiufang Feng Chenchen Lu Yongle Chen Shuang Zhou Hao Zhang Rotation Correction Algorithm Based on Polar Harmonic Fourier Moments and Optimization of Color Image Security Quantization Watermarking Scheme IEEE Photonics Journal Image continuous orthogonal moment rotation correction color image robust watermarking chaotic system safety watermarking |
| title | Rotation Correction Algorithm Based on Polar Harmonic Fourier Moments and Optimization of Color Image Security Quantization Watermarking Scheme |
| title_full | Rotation Correction Algorithm Based on Polar Harmonic Fourier Moments and Optimization of Color Image Security Quantization Watermarking Scheme |
| title_fullStr | Rotation Correction Algorithm Based on Polar Harmonic Fourier Moments and Optimization of Color Image Security Quantization Watermarking Scheme |
| title_full_unstemmed | Rotation Correction Algorithm Based on Polar Harmonic Fourier Moments and Optimization of Color Image Security Quantization Watermarking Scheme |
| title_short | Rotation Correction Algorithm Based on Polar Harmonic Fourier Moments and Optimization of Color Image Security Quantization Watermarking Scheme |
| title_sort | rotation correction algorithm based on polar harmonic fourier moments and optimization of color image security quantization watermarking scheme |
| topic | Image continuous orthogonal moment rotation correction color image robust watermarking chaotic system safety watermarking |
| url | https://ieeexplore.ieee.org/document/10636200/ |
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