{"title":"基于截断Weibull-Rayleigh分布的局部QFAPHFMs幅度域彩色图像水印检测。","authors":"Siyu Yang","doi":"10.1364/JOSAA.559284","DOIUrl":null,"url":null,"abstract":"<p><p>Designing a high-performance image watermarking algorithm that balances robustness, imperceptibility, and watermark capacity is a key issue that urgently needs attention. This paper proposes a color image watermark detection algorithm based on truncated Weibull-Rayleigh (TW-R) distribution and quaternion fast and accurate polar harmonic Fourier moments (QFAPHFMs) magnitude domain. First, we have demonstrated that the magnitude of QFAPHFMs is an ideal watermark carrier. Second, the digital watermark is embedded into the magnitude coefficients of QFAPHFM using multiplication criteria. In order to address the observed heavy tailed phenomenon in the magnitude of QFAPHFMs, we used the MMLE method based on the TW-R model to achieve accurate estimation of model parameters. Finally, a blind watermark detector was developed using the locally most powerful (LMP) decision rule. The experimental results show that even with a large watermark capacity, the proposed algorithm exhibits excellent imperceptibility and robustness, surpassing the existing advanced methods in terms of performance.</p>","PeriodicalId":17382,"journal":{"name":"Journal of The Optical Society of America A-optics Image Science and Vision","volume":"42 7","pages":"885-897"},"PeriodicalIF":1.5000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Local QFAPHFMs magnitude domain color image watermark detector based on a truncated Weibull-Rayleigh distribution.\",\"authors\":\"Siyu Yang\",\"doi\":\"10.1364/JOSAA.559284\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Designing a high-performance image watermarking algorithm that balances robustness, imperceptibility, and watermark capacity is a key issue that urgently needs attention. This paper proposes a color image watermark detection algorithm based on truncated Weibull-Rayleigh (TW-R) distribution and quaternion fast and accurate polar harmonic Fourier moments (QFAPHFMs) magnitude domain. First, we have demonstrated that the magnitude of QFAPHFMs is an ideal watermark carrier. Second, the digital watermark is embedded into the magnitude coefficients of QFAPHFM using multiplication criteria. In order to address the observed heavy tailed phenomenon in the magnitude of QFAPHFMs, we used the MMLE method based on the TW-R model to achieve accurate estimation of model parameters. Finally, a blind watermark detector was developed using the locally most powerful (LMP) decision rule. The experimental results show that even with a large watermark capacity, the proposed algorithm exhibits excellent imperceptibility and robustness, surpassing the existing advanced methods in terms of performance.</p>\",\"PeriodicalId\":17382,\"journal\":{\"name\":\"Journal of The Optical Society of America A-optics Image Science and Vision\",\"volume\":\"42 7\",\"pages\":\"885-897\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of The Optical Society of America A-optics Image Science and Vision\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://doi.org/10.1364/JOSAA.559284\",\"RegionNum\":3,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"OPTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Optical Society of America A-optics Image Science and Vision","FirstCategoryId":"101","ListUrlMain":"https://doi.org/10.1364/JOSAA.559284","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"OPTICS","Score":null,"Total":0}
Local QFAPHFMs magnitude domain color image watermark detector based on a truncated Weibull-Rayleigh distribution.
Designing a high-performance image watermarking algorithm that balances robustness, imperceptibility, and watermark capacity is a key issue that urgently needs attention. This paper proposes a color image watermark detection algorithm based on truncated Weibull-Rayleigh (TW-R) distribution and quaternion fast and accurate polar harmonic Fourier moments (QFAPHFMs) magnitude domain. First, we have demonstrated that the magnitude of QFAPHFMs is an ideal watermark carrier. Second, the digital watermark is embedded into the magnitude coefficients of QFAPHFM using multiplication criteria. In order to address the observed heavy tailed phenomenon in the magnitude of QFAPHFMs, we used the MMLE method based on the TW-R model to achieve accurate estimation of model parameters. Finally, a blind watermark detector was developed using the locally most powerful (LMP) decision rule. The experimental results show that even with a large watermark capacity, the proposed algorithm exhibits excellent imperceptibility and robustness, surpassing the existing advanced methods in terms of performance.
期刊介绍:
The Journal of the Optical Society of America A (JOSA A) is devoted to developments in any field of classical optics, image science, and vision. JOSA A includes original peer-reviewed papers on such topics as:
* Atmospheric optics
* Clinical vision
* Coherence and Statistical Optics
* Color
* Diffraction and gratings
* Image processing
* Machine vision
* Physiological optics
* Polarization
* Scattering
* Signal processing
* Thin films
* Visual optics
Also: j opt soc am a.