Digital watermark insertion system and digital watermark characteristic table creating device

Claim 2

A digital watermark characteristic table creating device, comprising: digital watermark insertion means for converting embedded information to be input to a digital watermark, and inserting said digital watermark into an input image, with a strength corresponding to a digital watermark strength, whereby a watermarked image is created; attacked image creation means for attacking said watermarked image with an adjusted attack strength according to an input attack parameter, and then creating an attacked image; digital watermark detection means for detecting on trial the digital watermark of said attacked image and then outputting the detection result; image-quality degradation calculation means for comparing said input image with said watermarked image, calculating the degree of image-quality degradation caused by digital watermark insertion, and then outputting the calculation result as an image-quality degradation amount; image categorizing means for calculating a feature amount of said input image, classifying said input image into a category with said resultant feature amount, and then outputting an category index; and characteristic table creation means for obtaining a detection ratio by totaling a series of detection results detected to combinations of various input images and various digital watermark strengths, by category index, digital watermark strength and attack parameter; for obtaining an image-quality degree by calculating attack-resistant evaluation values from said detection ratio by category index and digital watermark strength and by averaging said image-quality degradation amount by category index and digital watermark strength; and then creating a digital watermark characteristic table showing corresponding relationships between digital watermark strength, said image-quality degradation degree and said attack-resistant evaluation value by category index.

Claim 3

The digital watermark characteristic table creating device defined in claim 1 , wherein said digital watermark characteristic creation means, comprises: means for totaling digital watermark detection results by attack parameter, digital watermark strength and category index and then outputting detection ratio data; means for averaging image-quality degradation amounts by category index and digital watermark strength and then outputting an image-quality degradation degree; means for obtaining the relationships between attack parameters and detection ratios based on an attack parameter and said detection ratio data and then calculating a resistant evaluation value; and means for integrating digital watermark strength, said image-quality degradation degree and said resistant evaluation value and then creating a digital watermark characteristic table.

Claim 4

The digital watermark characteristic table creating device defined in claim 2 , wherein said resistant evaluation value calculation means calculates a resistant evaluation value by obtaining an inner product of a function representing the change of a detection ratio for an attack parameter and a weighting function.

Claim 5

The digital watermark characteristic table inserting device defined in claim 2 , wherein said resistant evaluation value calculation means obtains an attack parameter range from a function representing the change of a detection ratio for an attack parameter, said attack parameter range over which said detection ratio is more than a threshold value, and decides a resistant evaluation value based on the length of said attack parameter range.

Claim 6

A computer-readable recording medium, wherein said medium records a program realizing a digital watermark-characteristic table creation device on a computer, comprising: digital watermark insertion means for converting embedded information to be input into a digital watermark, inserting said digital watermark into an input image, with a strength corresponding to an input digital watermark strength, and creating a watermarked image; attack image creation means for adjusting the attack strength of said watermarked image according to an input attack parameter, and creating an attacked image; digital watermark detection means for detecting on trial the digital watermark of said attacked image and then outputting a detection result; image-quality degradation calculation means for comparing said input image with said watermarked image, calculating a degree of image-quality degradation caused by digital watermark insertion, and outputting the calculation result as image-quality degradation amount; image categorizing means for calculating feature amounts of said input image, classifying the input image into a category with the feature amounts, and outputting an category index; and characteristic table creation means for obtaining a detection ratio by totaling a series of detection results detected to combinations of various input images and various digital watermark strengths, by category index, digital watermark strength and attack parameter; for obtaining an image-quality amount by calculating attack-resistant evaluation values from said detection ratio by category index and digital watermark strength and by averaging said image-quality degradation amount by category index and digital watermark strength; and creating a digital watermark characteristic table showing corresponding relationships between digital watermark strength, said image-quality degradation degree and said attack-resistant evaluation value by category index.

Claim 7

A computer-readable recording medium, wherein said medium records a program realizing a digital watermark-characteristic table creation device on a computer, comprising: digital watermark insertion means for converting embedded information to be input into a digital watermark, inserting said digital watermark into an input image, with a strength corresponding to an input digital watermark strength, and creating a watermarked image; attack image creation means for adjusting the attack strength of said watermarked image according to an input attack parameter, and creating an attacked image; digital watermark detection means for detecting on trial the digital watermark of said attacked image and then outputting a detection result; image-quality degradation calculation means for comparing said input image with said watermarked image, calculating a degree of image-quality degradation caused by digital watermark insertion, and outputting the calculation result as image-quality degradation amount; image categorizing means for calculating feature amounts of said input image, classifying the input image into a category with the feature amounts, and outputting an category index; and characteristic table creation means for obtaining a detection ratio by totaling a series of detection results detected to combinations of various input images and various digital watermark strengths, by category index, digital watermark strength and attack parameter; for obtaining an image-quality amount by calculating attack-resistant evaluation values from said detection ratio by category index and digital watermark strength and by averaging said image-quality degradation amount by category index and digital watermark strength; and creating a digital watermark characteristic table showing corresponding relationships between digital watermark strength, said image-quality degradation degree and said attack-resistant evaluation value by category index.