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    • 24. 发明授权
    • Technique for detecting a watermark in a marked image
    • 在标记图像中检测水印的技术
    • US06546114B1
    • 2003-04-08
    • US09390272
    • 1999-09-07
    • Ramarathnam VenkatesanMariusz JakubowskiThathachar S. Jayram
    • Ramarathnam VenkatesanMariusz JakubowskiThathachar S. Jayram
    • G06K900
    • G06T1/005G06T2201/0052G06T2201/0065G06T2201/0083H04N1/3216H04N1/32165H04N1/3217H04N1/32187H04N2201/3236
    • Apparatus and an accompanying method, for generating a cryptographic identifier for a non-marked image and embedding that identifier within the image itself in order to generate a “watermarked” image; for subsequently detecting that watermark in a test image; and the watermarked image so formed. First, pixel values for a non-marked image are transformed, either directly or after being enhanced, into a series of transform coefficients. A set of pseudo-random perturbation values which collectively constitute the watermark is determined wherein each of these values is heuristically selected, such that all these values collectively satisfy a plurality of different mathematical constraints and each such value preferably equals a relatively small value in a predefined range. These perturbation values are then added to the transform coefficients. Resulting perturbed coefficients are then inversely transformed back to pixel values to form the watermarked image. To detect whether a test image contains the watermark and hence is a copy of the watermarked image, the pixel values for the test image are transformed to yield transform coefficients. A plurality of different mathematical tests or a majority type rule is then used, in conjunction with the perturbation values, previously used to create the watermark, and these transform coefficients to determine whether the perturbation values collectively exist in the test image, and hence whether the watermark is present or not.
    • 用于生成未标记图像的加密标识符并将该标识符嵌入在图像本身内以便生成“加水印”图像的装置和附带方法; 用于随后在测试图像中检测该水印; 并且如此形成的水印图像。 首先,将未标记图像的像素值直接地或经过增强后变换为一系列变换系数。 确定共同构成水印的一组伪随机扰动值,其中这些值中的每一个被启发式地选择,使得所有这些值共同满足多个不同的数学约束,并且每个这样的值优选地等于预定义的 范围。 然后将这些扰动值加到变换系数中。 然后将产生的扰动系数反向变换回到像素值,以形成水印图像。 为了检测测试图像是否包含水印,因此是水印图像的副本,将测试图像的像素值进行变换以产生变换系数。 然后结合先前用于创建水印的扰动值,并且这些变换系数用于确定扰动值是否共同存在于测试图像中,因此使用多个不同的数学测试或多数类型规则,并且因此是否 水印存在与否。
    • 25. 发明授权
    • Technique for watermarking an image and a resulting watermarked image
    • 用于对图像进行加水印和所得水印图像的技术
    • US06574348B1
    • 2003-06-03
    • US09390271
    • 1999-09-07
    • Ramarathnam VenkatesanMariusz JakubowskiThathachar S. Jayram
    • Ramarathnam VenkatesanMariusz JakubowskiThathachar S. Jayram
    • G06K9100
    • G06T1/005G06T2201/0052G06T2201/0065G06T2201/0083H04N1/32154H04N1/3216H04N1/32165H04N1/3217H04N1/32187H04N2201/3236
    • Apparatus and an accompanying method, for generating a cryptographic identifier for a non-marked image and embedding that identifier within the image itself in order to generate a “watermarked” image; for subsequently detecting that watermark in a test image; and the watermarked image so formed. First, pixel values for a non-marked image are transformed, either directly or after being enhanced, into a series of transform coefficients. A set of pseudo-random perturbation values which collectively constitute the watermark is determined wherein each of these values is heuristically selected, such that all these values collectively satisfy a plurality of different mathematical constraints and each such value preferably equals a relatively small value in a predefined range. These perturbation values are then added to the transform coefficients. Resulting perturbed coefficients are then inversely transformed back to pixel values to form the watermarked image. To detect whether a test image contains the watermark and hence is a copy of the watermarked image, the pixel values for the test image are transformed to yield transform coefficients. A plurality of different mathematical tests or a majority type rule is then used, in conjunction with the perturbation values, previously used to create the watermark, and these transform coefficients to determine whether the perturbation values collectively exist in the test image, and hence whether the watermark is present or not.
    • 用于生成未标记图像的加密标识符并将该标识符嵌入在图像本身内以便生成“加水印”图像的装置和附带方法; 用于随后在测试图像中检测该水印; 并且如此形成的水印图像。 首先,将未标记图像的像素值直接地或经过增强后变换为一系列变换系数。 确定共同构成水印的一组伪随机扰动值,其中这些值中的每一个被启发式地选择,使得所有这些值共同满足多个不同的数学约束,并且每个这样的值优选地等于预定义的 范围。 然后将这些扰动值加到变换系数中。 然后将产生的扰动系数反向变换回到像素值,以形成水印图像。 为了检测测试图像是否包含水印,因此是水印图像的副本,将测试图像的像素值进行变换以产生变换系数。 然后结合先前用于创建水印的扰动值,并且这些变换系数用于确定扰动值是否共同存在于测试图像中,因此使用多个不同的数学测试或多数类型规则,并且因此是否 水印存在与否。