COMPUTER IMPLEMENTED TECHNIQUE FOR ANALYZING IMAGES
First Claim
Patent Images
1. A method for performing at least a portion of an image analysis process, the method comprising:
- receiving an input image represented by a matrix D having a first number of dimensions, wherein each of the first number of dimensions represents a portion of the image;
identifying a metric objective;
performing a dimensional reduction on the matrix D that optimizes the metric objective, so that a matrix d of a second number of dimensions is identified to represent the input image, wherein the second number of dimensions is less than the first number of dimensions.
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Abstract
An input image is received, represented by a matrix D having a first number of dimensions. Each of the first number of dimensions may represent or correspond to a portion of the image. A metric objective may be identified. A dimensional reduction on the matrix D may then be performed that optimize the metric objective, so that a matrix d of a second number of dimensions is identified to represent the input image, where the second number of dimensions is less than the first number of dimensions.
163 Citations
9 Claims
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1. A method for performing at least a portion of an image analysis process, the method comprising:
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receiving an input image represented by a matrix D having a first number of dimensions, wherein each of the first number of dimensions represents a portion of the image; identifying a metric objective; performing a dimensional reduction on the matrix D that optimizes the metric objective, so that a matrix d of a second number of dimensions is identified to represent the input image, wherein the second number of dimensions is less than the first number of dimensions. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A computer-readable medium carrying instructions for performing at least a portion of an image analysis process, the instructions including instructions that, when executed by one or more processors, cause the one or more processors to perform steps comprising:
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receiving an input image represented by a matrix D having a first number of dimensions, wherein each of the first number of dimensions represents a portion of the image; identifying a metric objective; performing a dimensional reduction on the matrix D that optimizes the metric objective, so that a matrix d of a second number of dimensions is identified to represent the input image, wherein the second number of dimensions is less than the first number of dimensions.
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9. An image analysis system configured to perform steps comprising:
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receive an input image represented by a matrix D having a first number of dimensions, wherein each of the first number of dimensions represents a portion of the image; identify a metric objective; perform a dimensional reduction on the matrix D that optimizes the metric objective, so that a matrix d of a second number of dimensions is identified to resent the input image, wherein the second number of dimensions is less than the first number of dimensions.
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Specification