System, method, and apparatus for generating a three-dimensional representation from one or more two-dimensional images
First Claim
1. A method for generating a 3-dimensional representation of a portion of an organism, comprising:
- collecting training data, wherein the training data includes a first set of training data and a second set of training data;
building at least one statistical model having a set of parameters using the training data;
comparing the at least one statistical model to a 2-dimensional image of the portion of the organism;
modifying at least one parameter of the set of parameters of the statistical model based on the comparison of the at least one statistical model to the 2-dimensional image of the portion of the organism;
passing the modified set of parameters representing the portion of the organism through the statistical model.
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Abstract
In a system and method for generating a 3-dimensional representation of a portion of an organism, collecting training data, wherein the training data includes a first set of training data and a second set of training data. At least one statistical model having a set of parameters is built using the training data. The at least one statistical model is compared to a 2-dimensional image of the portion of the organism. At least one parameter of the set of parameters of the statistical model is modified based on the comparison of the at least one statistical model to the 2-dimensional image of the portion of the organism. The modified set of parameters representing the portion of the organism is passed through the statistical model.
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Citations
18 Claims
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1. A method for generating a 3-dimensional representation of a portion of an organism, comprising:
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collecting training data, wherein the training data includes a first set of training data and a second set of training data;
building at least one statistical model having a set of parameters using the training data;
comparing the at least one statistical model to a 2-dimensional image of the portion of the organism;
modifying at least one parameter of the set of parameters of the statistical model based on the comparison of the at least one statistical model to the 2-dimensional image of the portion of the organism;
passing the modified set of parameters representing the portion of the organism through the statistical model. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A method for generating a 3-dimensional representation of a portion of an object that is capable of being represented by a statistical model, comprising:
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collecting training data, wherein the training data includes a first set of training data and a second set of training data;
building at least one statistical model having a set of parameters using the training data;
comparing the at least one statistical model to a 2-dimensional image of the portion of the object;
modifying at least one parameter of the set of parameters of the statistical model based on the comparison of the at least one statistical model to the 2-dimensional image of the portion of the object;
passing the modified set of parameters representing the portion of the object through the statistical model. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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Specification