Use of an intrinsic image in face recognition
First Claim
Patent Images
1. An automated, computerized method for processing an image, comprising the steps of:
- providing an image file depicting the image, in a computer memory;
identifying information in the image file relevant to a logical deduction regarding material and illumination aspects of the image, the information being based upon spatio-spectral aspects of the image and constituents of color depicted in the image;
defining a constraint as a function of the information, wherein the constraint comprises a constraint based upon a tone mapping of the image expressed by log t_R +log t_G +log t_B =V, where t_R is an average for a red channel of material for pixels of a token t, t_G is an average for a green channel of material for pixels of the token t, t_B is an average for material for a blue channel of pixels of the token t, and where V is an average for a calculated intensity value for the token t, derived from the tone mapping; and
utilizing the constraint in an image segregation operation.
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Abstract
In an exemplary embodiment of the present invention, an automated, computerized method is provided for processing an image. According to a feature of the present invention, the method comprises the steps of providing an image file depicting an image, in a computer memory, identifying information in the image file relevant to a logical deduction regarding material and illumination aspects of an image and selected from information relevant to spatio-spectral aspects of an image and constituents of color; defining a constraint as a function of the information; and utilizing the constraint in an image segregation operation.
45 Citations
21 Claims
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1. An automated, computerized method for processing an image, comprising the steps of:
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providing an image file depicting the image, in a computer memory; identifying information in the image file relevant to a logical deduction regarding material and illumination aspects of the image, the information being based upon spatio-spectral aspects of the image and constituents of color depicted in the image; defining a constraint as a function of the information, wherein the constraint comprises a constraint based upon a tone mapping of the image expressed by log t_R +log t_G +log t_B =V, where t_R is an average for a red channel of material for pixels of a token t, t_G is an average for a green channel of material for pixels of the token t, t_B is an average for material for a blue channel of pixels of the token t, and where V is an average for a calculated intensity value for the token t, derived from the tone mapping; and utilizing the constraint in an image segregation operation. - View Dependent Claims (2, 3, 4, 5)
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6. An automated, computerized method for processing an image, comprising the steps of:
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providing an image file depicting the image, in a computer memory; organizing information for the image file relevant to a logical deduction regarding material and illumination aspects of the image, the information being based upon spatio-spectral aspects of the image and constituents of color depicted in the image, in a matrix equation expressed by;
[A] [x]=[b], wherein [A] expresses values determined by a constraining relationship imposed upon the information relevant to a logical deduction regarding material and illumination aspects of the image, [b] expresses information obtained from the image file, in the computer memory, and [x] expresses an unknown material/illumination component of the image; andutilizing the matrix equation in an image segregation operation. - View Dependent Claims (7, 8)
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9. A computer system which comprises:
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a CPU; and a memory storing an image file defining an image; the CPU being arranged and configured to execute a routine to identify information in the image file relevant to a logical deduction regarding material and illumination aspects of the image, the information being based upon spatio-spectral aspects of the image and constituents of color depicted in the image, define a constraint as a function of the information, wherein the constraint comprises a constraint based upon a tone mapping of the image expressed by log t_R +log t_G +log t_B =V, where t_R is an average for a red channel of material for pixels of a token t, t_G is an average for a green channel of material for pixels of the token t, t_B is an average for material for a blue channel of pixels of the token t, and where V is an average for a calculated intensity value for the token t, derived from the tone mapping, and utilize the constraint in an image segregation operation.
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10. A computer system which comprises:
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a CPU; and a memory storing an image file defining an image; the CPU being arranged and configured to execute a routine to organize information for the image file relevant to a logical deduction regarding material and illumination aspects of the image, the information being based upon spatio-spectral aspects of the image and constituents of color depicted in the image, in a matrix equation expressed by;
[A] [x]=[b], wherein [A] expresses values determined by a constraining relationship imposed upon the information relevant to a logical deduction regarding material and illumination aspects of the image, [b] expresses information obtained from the image file, in the computer memory, and [x] expresses an unknown material/illumination component of the image and utilize the matrix equation in an image segregation operation.
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11. A computer program product, disposed on a computer readable media, the product including computer executable process steps operable to control a computer to:
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provide an image file depicting an image, in a computer memory; identify information in the image file relevant to a logical deduction regarding material and illumination aspects of the image, the information being based upon spatio-spectral aspects of the image and constituents of color depicted in the image; define a constraint as a function of the information, wherein the constraint comprises a constraint based upon a tone mapping of the image expressed by log t_R +log t_G +log t_B =V, where t_R is an average for a red channel of material for pixels of a token t, t_G is an average for a green channel of material for pixels of the token t, t_B is an average for material for a blue channel of pixels of the token t, and where V is an average for a calculated intensity value for the token t, derived from the tone mapping; and utilize the constraint in an image segregation operation. - View Dependent Claims (12, 13, 14, 15)
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16. A computer program product, disposed on a computer readable media, the product including computer executable process steps operable to control a computer to:
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provide an image file depicting an image, in a computer memory; organize information for the image file relevant to a logical deduction regarding material and illumination aspects of the image, the information being based upon spatio-spectral aspects of the image and constituents of color depicted in the image, in a matrix equation expressed by;
[A] [x]=[b], wherein [A] expresses values determined by a constraining relationship imposed upon the information relevant to a logical deduction regarding material and illumination aspects of the image, [b] expresses information obtained from the image file, in the computer memory, and [x] expresses an unknown material/illumination component of the image; andutilize the matrix equation in an image segregation operation. - View Dependent Claims (17, 18, 19, 20, 21)
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Specification