System and method for identifying objects of interest in image data
First Claim
1. A method of identifying a medical object of interest in image data, comprising:
- receiving the image data; and
applying at least one bifurcation transform to the image data to effect divergence of the medical object of interest from other objects.
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Accused Products
Abstract
A system and method for identifying objects of interest in image data is provided. The present invention utilizes principles of dynamic discontinuity in which objects in images, when subjected to special transformations, will exhibit radically different responses based on the chemical properties of the imaged objects. Using the system and methods of the present invention, certain objects that appear indistinguishable from other objects to the eye or computer recognition systems, or are otherwise statistically identical, generate radically different and statistically significant differences that can be easily measured.
36 Citations
52 Claims
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1. A method of identifying a medical object of interest in image data, comprising:
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receiving the image data; and
applying at least one bifurcation transform to the image data to effect divergence of the medical object of interest from other objects. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24)
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25. An apparatus configured to identify a medical object of interest in image data, comprising:
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an input device configured to receive the image data; and
an image transformation recognition system configured to apply at least one bifurcation transform to the image data to effect divergence of the medical object of interest from other objects.
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26. A method of creating a bifurcation transform for a class of medical objects, comprising:
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selecting a point operation;
performing said point operation on a subset of images, wherein said subset of images includes at least one image containing an object in said class of medical objects; and
repeating said selecting and said performing steps until said point operation bifurcates said object. - View Dependent Claims (27, 28)
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29. An image processing method, comprising:
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receiving a plurality of determined objects from an original image;
applying a plurality of response-based image transformations to original image pixels for each of said determined objects to generate a prescribed divergence; and
classifying said determined objects by different response characteristics to at least one of said transforms. - View Dependent Claims (30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 51, 52)
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50. The method of 49, wherein the segmenting comprises:
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applying at least one transformation to select objects matching selected color, density or weight characteristics; and
isolating and identifying said object from said image.
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Specification