Patent EP0143746A2 successfully refreshed from Google Patents.
Patent US7079702B2 successfully refreshed from Google Patents.
US7079702B2
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Image processing method and apparatus for judging image condition and correcting image
Assignee: Fujitsu Ltd
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Filing: 2003-07-30
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Granted: 2006-07-18
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Expires: 2023-07-30
Abstract
Abstract An image condition is judged based on a mean value and a standard deviation of a feature quantity of an image, and image correction information in the image condition is created based on the mean value and the standard deviation, to thereby correct the image, based on the created image correction information. In this manner, parameters for the image correction processing are determined automatically and highly accurately corresponding to the feature quantity of the image, and the image correction processing is performed based on the parameters. Therefore, the image quality can be improved, while considerably reducing the labor of the operator who performs the image processing.
Inventors
- 👤 Masahiro Watanabe
- 👤 Kouichi Fujimura
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-09 10:43
CPC Classifications
G; G06; G06T; G06T5/00; G06T5/90; G06T5/94; G06T2207/00; G06T2207/20; G06T2207/20021
Claims Analysis
Total Claims: 14
Claim 1
Independent Claim
251 words
An image processing program on a computer readable medium for realizing on a computer: a normalizing function normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; a statistics extracting function extracting a mean value and a standard deviation of the normalized feature quantity of the image; an image condition judging function judging an image condition, based on the extracted mean value and the extracted standard deviation; a correction information creating function creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; and an image correcting function correcting the image, based on the created image correction information, wherein said image condition judging function judges the image condition of said image through a two-dimensional normal distribution probability function for calculating the probability that an image belongs to each image condition, in which the mean value and the standard deviation of the image feature quantity are set to variables, wherein when the maximum value of said probability is a predetermined value or less, said image condition judging function judges that said image belongs to a plurality of image conditions, and wherein when it is judged by said image condition judging function that said image belongs to the plurality of image conditions, said correction information creating function integrates the image correction information in the respective image conditions, corresponding to said probability, to create the image correction information.
Claim 2
Dependent Claim
251 words
An image processing program on a computer readable medium for realizing on a computer: a normalizing function normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; a statistics extracting function extracting a mean value and a standard deviation of the normalized feature quantity of the image; an image condition judging function judging an image condition, based on the extracted mean value and the extracted standard deviation; a correction information creating function creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; and an image correcting function correcting the image, based on the created image correction information, wherein said image condition judging function judges the image condition of said image through a two-dimensional normal distribution probability function for calculating the probability that an image belongs to each image condition, in which the mean value and the standard deviation of the image feature quantity are set to variables, wherein when the maximum value of said probability is a predetermined value or less, said image condition judging function judges that said image belongs to a plurality of image conditions, and wherein when it is judged by said image condition judging function that said image belongs to the plurality of image conditions, said correction information creating function integrates the image correction information in the respective image conditions, corresponding to said probability, to create the image correction information.
Claim 3
Dependent Claim
44 words
An image processing program according to claim 1 , wherein when the maximum value of said probability is larger than a predetermined value, said image condition judging function judges that the image condition which becomes said probability is the image condition of said image.
Claim 4
Dependent Claim
200 words
An image processing program on a computer readable medium for realizing on a computer: a normalizing function normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; a statistics extracting function extracting a mean value and a standard deviation of the normalized feature quantity of the image; an image condition judging function judging an image condition, based on the extracted mean value and the extracted standard deviation; a correction information creating function creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; and an image correcting function correcting the image, based on the created image correction information, wherein said statistics extracting function multiplies the mean value and the standard deviation of the image feature quantity in each area obtained by dividing the image into a plurality of areas, by a weighting value corresponding to a difference between the maximum value and the minimum value of the image feature quantity in each area, and sets the sum of said multiplied values as the mean value and the standard deviation of the image feature quantity.
Claim 5
Dependent Claim
200 words
An image processing program on a computer readable medium for realizing on a computer: a normalizing function normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; a statistics extracting function extracting a mean value and a standard deviation of the normalized feature quantity of the image; an image condition judging function judging an image condition, based on the extracted mean value and the extracted standard deviation; a correction information creating function creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; and an image correcting function correcting the image, based on the created image correction information, wherein said statistics extracting function multiplies the mean value and the standard deviation of the image feature quantity in each area obtained by dividing the image into a plurality of areas, by a weighting value corresponding to a difference between the maximum value and the minimum value of the image feature quantity in each area, and sets the sum of said multiplied values as the mean value and the standard deviation of the image feature quantity.
Claim 6
Dependent Claim
178 words
An image processing program on a computer readable medium for realizing on a computer: a normalizing function normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; a statistics extracting function extracting a mean value and a standard deviation of the normalized feature quantity of the image; an image condition judging function judging an image condition, based on the extracted mean value and the extracted standard deviation; a correction information creating function creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; an image correcting function correcting the image, based on the created image correction information; an input function inputting whether or not the corrected image is an intended image; an input result storing function storing a result input through said input function; and a probability display function displaying the probability that said corrected image is the intended image, based on the input result stored by said input result storing function.
Claim 7
Dependent Claim
178 words
An image processing program on a computer readable medium for realizing on a computer: a normalizing function normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; a statistics extracting function extracting a mean value and a standard deviation of the normalized feature quantity of the image; an image condition judging function judging an image condition, based on the extracted mean value and the extracted standard deviation; a correction information creating function creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; an image correcting function correcting the image, based on the created image correction information; an input function inputting whether or not the corrected image is an intended image; an input result storing function storing a result input through said input function; and a probability display function displaying the probability that said corrected image is the intended image, based on the input result stored by said input result storing function.
Claim 8
Dependent Claim
219 words
A computer-readable recording medium recorded with an image processing program for realizing on a computer: normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; extracting a mean value and a standard deviation of the normalized feature quantity of the image; judging an image condition, based on the extracted mean value and the extracted standard deviation; creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; and correcting the image, based on the created image correction information wherein said judging judges the image condition of said image through a two-dimensional normal distribution probability function for calculating the probability that an image belongs to each image condition, in which the mean value and the standard deviation of the image feature quantity are set to variables; wherein when the maximum value of said probability is a predetermined value or less, said judging judges that said image belongs to a plurality of image conditions, and wherein when it is judged by said judging that said image belongs to the plurality of image conditions, said creating integrates the image correction information in the respective image conditions, corresponding to said probability, to create the image correction information.
Claim 9
Dependent Claim
219 words
A computer-readable recording medium recorded with an image processing program for realizing on a computer: normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; extracting a mean value and a standard deviation of the normalized feature quantity of the image; judging an image condition, based on the extracted mean value and the extracted standard deviation; creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; and correcting the image, based on the created image correction information wherein said judging judges the image condition of said image through a two-dimensional normal distribution probability function for calculating the probability that an image belongs to each image condition, in which the mean value and the standard deviation of the image feature quantity are set to variables; wherein when the maximum value of said probability is a predetermined value or less, said judging judges that said image belongs to a plurality of image conditions, and wherein when it is judged by said judging that said image belongs to the plurality of image conditions, said creating integrates the image correction information in the respective image conditions, corresponding to said probability, to create the image correction information.
Claim 10
Dependent Claim
47 words
A computer-readable recording medium recorded with an image processing program according to claim 5 , wherein when the maximum value of said probability is larger than a predetermined value, said judging judges that the image condition which becomes said probability is the image condition of said image.
Claim 11
Dependent Claim
178 words
A computer-readable recording medium recorded with an image processing program for realizing on a computer: normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; extracting a mean value and a standard deviation of the normalized feature quantity of the image; judging an image condition, based on the extracted mean value and the extracted standard deviation; creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; and correcting the image, based on the created image correction information, wherein said extracting multiplies the mean value and the standard deviation of the image feature quantity in each area obtained by dividing the image into a plurality of areas, by a weighting value corresponding to a difference between the maximum value and the minimum value of the image feature quantity in each area, and sets the sum of said multiplied values as the mean value and the standard deviation of the image feature quantity.
Claim 12
Dependent Claim
178 words
A computer-readable recording medium recorded with an image processing program for realizing on a computer: normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; extracting a mean value and a standard deviation of the normalized feature quantity of the image; judging an image condition, based on the extracted mean value and the extracted standard deviation; creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; and correcting the image, based on the created image correction information, wherein said extracting multiplies the mean value and the standard deviation of the image feature quantity in each area obtained by dividing the image into a plurality of areas, by a weighting value corresponding to a difference between the maximum value and the minimum value of the image feature quantity in each area, and sets the sum of said multiplied values as the mean value and the standard deviation of the image feature quantity.
Claim 13
Dependent Claim
142 words
A computer-readable recording medium recorded with an image processing program for realizing on a computer: normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; extracting a mean value and a standard deviation of the normalized feature quantity of the image; judging an image condition, based on the extracted mean value and the extracted standard deviation, creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; correcting the image, based on the created image correction information; inputting whether or not the corrected image is an intended image; storing a result input through said inputting; and displaying the probability that said corrected image is the intended image, based on the input result stored by said storing.
Claim 14
Dependent Claim
142 words
A computer-readable recording medium recorded with an image processing program for realizing on a computer: normalizing a feature quantity of an image through conducting a range transformation which allows the feature quantity of the image to be distributed over a whole range; extracting a mean value and a standard deviation of the normalized feature quantity of the image; judging an image condition, based on the extracted mean value and the extracted standard deviation, creating image correction information in the judged image condition based on the extracted mean value and the extracted standard deviation; correcting the image, based on the created image correction information; inputting whether or not the corrected image is an intended image; storing a result input through said inputting; and displaying the probability that said corrected image is the intended image, based on the input result stored by said storing.
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