Method and system for learning object recognition in images
First Claim
Patent Images
1. An automated, computerized method for learning object recognition in an image, comprising the steps of:
- providing a training set of standard images;
calculating intrinsic images corresponding to the standard images; and
building a classifier as a function of the intrinsic images.
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Abstract
In a first exemplary embodiment of the present invention, an automated, computerized method for learning object recognition in an image is provided. According to a feature of the present invention, the method comprises the steps of providing a training set of standard images, calculating intrinsic images corresponding to the standard images and building a classifier as a function of the intrinsic images.
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Citations
20 Claims
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1. An automated, computerized method for learning object recognition in an image, comprising the steps of:
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providing a training set of standard images; calculating intrinsic images corresponding to the standard images; and building a classifier as a function of the intrinsic images. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. An automated, computerized method for recognizing an object in an image, comprising the steps of:
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generating a classifier; and utilizing the classifier to identify objects of interest in an image comprising a standard image and a corresponding intrinsic image.
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14. An automated, computerized method for recognizing an object in an image, comprising the steps of:
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providing a classifier; providing an image; calculating an intrinsic image corresponding to the image; and utilizing the classifier to identify objects of interest in the intrinsic image. - View Dependent Claims (15)
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16. A computer system which comprises:
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a CPU; and a memory storing image files, each defining an image comprising an array of pixels; the CPU being arranged and configured to execute a routine; to provide a training set of standard images; to calculate intrinsic images corresponding to the standard images; and to build a classifier as a function of the intrinsic images.
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17. A computer system which comprises:
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a CPU; and a memory storing image files, each defining an image comprising an array of pixels; the CPU being arranged and configured to execute a routine; to generate a classifier; and to utilize the classifier to identify objects of interest in an image comprising a standard image and a corresponding intrinsic image.
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18. A computer system which comprises:
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a CPU; and a memory storing image files, each defining an image comprising an array of pixels; the CPU being arranged and configured to execute a routine; to provide a classifier; to provide an image; to calculate an intrinsic image corresponding to the image; and to utilize the classifier to identify objects of interest in the intrinsic image.
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19. An automated, computerized method for recognizing an object in an image, comprising the steps of:
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providing a classifier generated as a function of intrinsic images derived from a standard image training set and selected from the group consisting of a material image and an illumination image; and utilizing the classifier to identify objects of interest in an image. - View Dependent Claims (20)
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Specification