基于图像分割的矢量量化数字水印算法
Digital Watermark Algorithm of Vector uantization Based on Image Segmentation
为了提高在矢量量化的过程中生成的码书质量,本文采用了一种基于图像分割的码书生成算法,对图像不同特征的区域分别进行矢量量化。在水印的嵌入和提取过程中,对水印嵌入的位置和水印提取的方式进行了预处理:在水印嵌入时,选择配对表中距离最小的位置嵌入;在水印提取时,首先判断码书中是否存在异常值,若存在,则利用异常值周围的均值去代替该值。实验证明,用该方法嵌入水印后得到的图像不仅能够更加接近于原始图像,使生成的码书质量得到了改善,而且对常见的图像攻击具有鲁棒性,同时,对传输过程中码书和索引值的篡改,也具有一定的抗攻击性。
o improve codebook quality in the process of vector quantization, this paper proposes a codebook generation algorithm which is based on image segmentation. Image regions with different characteristics are quantized separately. A preprocessing step is introduced with respect to the position of watermark embedding and the way of watermark extracting. In the watermark embedding process, the embedding position is chosen as the nearest distance in the pairing-table. In watermark extracting process, the codebook is checked for outliers firstly. If this is the case, the average value of the surrounding values is used instead. Experimental results show that the proposed algorithm not only keeps most of the details of the original image and the codebook is in higher quality, but also is robust to common image processing operations. In addition, the proposed algorithm has some anti-attack capability for tampering with codebook and index values.
顾伟、罗斌、吕皖丽
计算技术、计算机技术电子技术应用
矢量量化 分割 码书 数字水印
Vector QuantizationImage Segmentation Digital Watermark Codebook
顾伟,罗斌,吕皖丽.基于图像分割的矢量量化数字水印算法[EB/OL].(2008-01-21)[2025-08-11].http://www.paper.edu.cn/releasepaper/content/200801-622.点此复制
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