Digital watermark insertion system and digital watermark characteristic table creating device

Claim 2

A digital watermark insertion system, wherein digital watermark information is inserted in an image, comprising: means for calculating feature values of input images, classifying said input images into categories with said features values, and outputting a category index; storage means for storing digital watermark characteristic tables according to predetermined various category indexes, each of said tables describing relationships between digital watermark strength, image-quality degradation degree and attack-resistant evaluation value, selecting a digital watermark characteristic table according to the category index of an input image, and outputting an image-quality degradation degree corresponding to an input digital watermark strength and an attack-resistant evaluation value; digital-watermark-strength calculation means for outputting said digital watermark strength to said storage means, and deciding and outputting an optimum digital watermark strength using digital-watermark-strength constraint information to be input based on said image-quality degradation degree and said attack-resistant evaluation value output from said storage means; and means for converting embedded data to be input into a digital watermark, inserting said digital watermark into said input image, with said optimum digital watermark strength acting as an input parameter, and outputting it as a watermarked image.

Claim 3

The digital watermark insertion system defined in claim 1 , wherein said digital-watermark-strength constraint information is a permissible critical value of an image-quality degradation degree; and wherein said digital-watermark-strength calculation means decides an optimum digital-watermark strength within a range over which an image-quality degradation degree is less than the permissible critical value of said image-quality degradation value.

Claim 4

The digital watermark insertion system defined in claim 1 , wherein said digital-watermark-strength constraint information is a critical value of a safety index to attack; and wherein said digital-watermark-strength calculation means decides an optimum digital watermark strength within a range where an attack resistant evaluation value is more than said safety index critical value.

Claim 5

The digital watermark insertion device defined in claim 1 , wherein said digital-watermark-strength constraint information is a weighting index deciding a balance between an image-quality degradation degree and a safety index; and wherein said digital-watermark-strength calculation means decides a contribution ratio by said weighting index, said contribution ratio at which said image-quality degradation degree and said safety index contributes to decide an optimum digital watermark strength.

Claim 6

The digital watermark insertion system defined in claim 1 , further comprising digital-watermark-characteristic table creation means for creating a digital watermark characteristic table describing relationships between digital watermark strength, image-quality degradation degree and attack-resistant evaluation value and for inputting a created digital watermark characteristic table to said storage means.

Claim 7

The digital watermark insertion system defined in claim 5 , wherein said characteristic table creation means, comprising: digital watermark insertion means for converting embedded information to be input into a digital watermark, and inserting said digital watermark into an input image, with a digital watermark strength to be input, whereby a watermarked image is created; attacked-image creation means for attacking said watermarked image with an attack strength, according to an attack parameter to be input, and then 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 calculation means for comparing said input image with said watermarked image, calculates 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 the resultant feature amount, 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 any by averaging said image-quality degradation amounts 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 8

The digital watermark insertion system defined in claim 6 , wherein said characteristic table 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 for outputting an image-quality degradation degree; means for obtaining the relationship between attack parameter and detection ratio based on an attack parameter and said detection ratio data and then calculating an 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 9

The digital watermark insertion system defined in claim 7 , 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 and attack parameter and a weighting function.

Claim 10

The digital watermark insertion system defined in claim 7 , wherein said resistant evaluation value calculation means obtains an attack parameter range from a function representing the change for a detection ratio to 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 11

A computer-readable recording medium, wherein said medium records a program realizing a digital watermark insertion system, which inserts digital watermark information into an image, on a computer, comprising: means for calculating feature amounts of an input image to classify said input image into a category with said calculated feature amounts, and outputting an category index; storage means for previously storing an digital watermark characteristic table describing the relationships between digital watermark strength, image-quality degradation degree and attack-resistant evaluation value by various category indexes, for selecting said digital watermark characteristic table according to the category index of said input image, and for outputting both the image-quality degradation degree corresponding to an input digital watermark strength and an attack resistant evaluation value; and means for outputting said digital watermark strength to said storage means, deciding an optimum digital watermark strength according to said image-quality degradation degree and said resistant evaluation value output from said storage means, based on input digital watermark strength constraint information, converting embedded data into a digital watermark, and then inserting said digital watermark in said input image, with said optimum digital watermark strength acting as an input parameter, and the outputting the resultant data as a watermarked image.

Claim 12

A computer-readable recording medium, wherein said medium records a program realizing a digital watermark insertion system, which inserts digital watermark information into an image, on a computer, comprising: means for calculating feature amounts of an input image to classify said input image into a category with said calculated feature amounts, and outputting an category index; storage means for previously storing an digital watermark characteristic table describing the relationships between digital watermark strength, image-quality degradation degree and attack-resistant evaluation value by various category indexes, for selecting said digital watermark characteristic table according to the category index of said input image, and for outputting both the image-quality degradation degree corresponding to an input digital watermark strength and an attack resistant evaluation value; and means for outputting said digital watermark strength to said storage means, deciding an optimum digital watermark strength according to said image-quality degradation degree and said resistant evaluation value output from said storage means, based on input digital watermark strength constraint information, converting embedded data into a digital watermark, and then inserting said digital watermark in said input image, with said optimum digital watermark strength acting as an input parameter, and the outputting the resultant data as a watermarked image.

Claim 13

The computer-readable recording medium, defined in claim 10 , further comprising digital-watermark-characteristic table creation means for creating a digital watermark characteristic table describing relationships between digital watermark strength, image-quality degradation degree and attack-resistant evaluation value and for inputting a created digital watermark characteristic table to said storage means.