Robust Texture-Aware Local Adaptive Image Watermarking With Perceptual Guarantee

doi:10.1109/TCSVT.2023.3245650

CASIA OpenIR > 数字内容技术与服务研究中心 > 版权智能与文化计算

	Robust Texture-Aware Local Adaptive Image Watermarking With Perceptual Guarantee
	Huang, Ying1,2 ; Guan, Hu2 ; Liu, Jie2 ; Zhang, Shuwu1,2 ; Niu, Baoning 3; Zhang, Guixuan2
发表期刊	IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
ISSN	1051-8215
	2023-09-01
卷号	33 期号:9 页码:4660-4674
通讯作者	Liu, Jie(jie.liu@ia.ac.cn)
摘要	Watermarking involves embedding a watermark in an image and later extracting it to prove the image's copyright. In most cases, a complete image contains both smooth and textured regions. As a rule of thumb, the visual quality of an image with a watermark embedded in its textured regions is better than that of the same image with a watermark in smooth regions. This paper, by taking advantage of the fact, proposes a texture-aware local adaptive watermarking algorithm to maximize the watermark's robustness while maintaining its imperceptibility. To identify textured regions in an image, we introduce the texture value, an efficient and proper metric of the richness of image texture. It combines the texture correlation of the AC coefficients, the luminance masking of the DC coefficient, and the distribution of image texture. A watermark is embedded adaptively into multiple non-overlapping textured regions of an image under the specified SSIM condition. Its adaptiveness comes from a novel texture-aware adaptive parameter model derived by multivariate regression analysis. Correct extraction of watermarks from multiple textured regions can be done by the cooperation of embedding and extraction strategies, with the assistance of RS-based watermark coding model. They allow for greater robustness, faster extraction, and adjustable watermark capacity. The simulation experiments on 100 images demonstrate that our proposed algorithm outperforms state-of-the-art algorithms with respect to imperceptibility, robustness, and adaptability.
关键词	Adaptive image watermarking image texture imperceptibility robustness
DOI	10.1109/TCSVT.2023.3245650
关键词[WOS]	LEVEL COOCCURRENCE MATRIX ; COLOR ; FEATURES ; SCHEME ; HISTOGRAM
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Program of China[2021YFF0900100] ; Key Research and Development Program of Shaanxi Province[202102010101004] ; Beijing Digital Content Engineering Research Center ; Laboratory of Digital Rights Services
项目资助者	National Key Research and Development Program of China ; Key Research and Development Program of Shaanxi Province ; Beijing Digital Content Engineering Research Center ; Laboratory of Digital Rights Services
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:001063316800019
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/53120
专题	数字内容技术与服务研究中心_版权智能与文化计算
通讯作者	Liu, Jie
作者单位	1.Beijing Univ Posts & Telecommun, Sch Artificial Intelligence, Beijing 100876, Peoples R China 2.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China 3.Taiyuan Univ Technol, Sch Informat & Comp, Taiyuan 030024, Peoples R China
第一作者单位	中国科学院自动化研究所
通讯作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Huang, Ying,Guan, Hu,Liu, Jie,et al. Robust Texture-Aware Local Adaptive Image Watermarking With Perceptual Guarantee[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,2023,33(9):4660-4674.
APA	Huang, Ying,Guan, Hu,Liu, Jie,Zhang, Shuwu,Niu, Baoning,&Zhang, Guixuan.(2023).Robust Texture-Aware Local Adaptive Image Watermarking With Perceptual Guarantee.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,33(9),4660-4674.
MLA	Huang, Ying,et al."Robust Texture-Aware Local Adaptive Image Watermarking With Perceptual Guarantee".IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 33.9(2023):4660-4674.