System and method for identifying objects of interest in image data
First Claim
1. A method of identifying an object of interest in image data, comprising:
- receiving the image data; and
applying at least one divergence transform to the image data to effect divergence of the object of interest from other objects.
3 Assignments
0 Petitions
Accused Products
Abstract
A system and method for identifying objects of interest in image data is provided. The present invention utilizes principles of Iterative Transformational Divergence in which objects in images, when subjected to special transformations, will exhibit radically different responses based on the physical, chemical, or numerical properties of the object or its representation (such as images), combined with machine learning capabilities. 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 almost identical, generate radically different and statistically significant differences in the image describers (metrics) that can be easily measured.
30 Citations
28 Claims
-
1. A method of identifying an object of interest in image data, comprising:
-
receiving the image data; and
applying at least one divergence transform to the image data to effect divergence of the object of interest from other objects. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
-
-
16. A method of identifying an object of interest in image data, comprising:
-
receiving the image data;
segmenting the image data to identify object candidates;
applying at least one divergence transform to original image pixels that correspond to the object candidates to effect divergence of the object of interest from other objects; and
identifying the object of interest based on its response to the at least one divergence transform. - View Dependent Claims (17, 18, 19)
-
-
20. A system for identifying an object of interest in image data, comprising:
-
an input channel for receiving the image data;
an image analysis system for applying at least one divergence transform to the received image data to yield transformed image data in which the object of interest diverges from other objects; and
a display for displaying an output image from the transformed image data. - View Dependent Claims (21, 22)
-
-
23. A method of identifying an object of interest in image data, comprising:
-
receiving the image data; and
applying a series of divergence transforms to the image data to effect divergence of the object of interest from other objects. - View Dependent Claims (24, 25)
-
-
26. A system for identifying an object of interest in image data, comprising:
-
an input channel for receiving the image data;
an image analysis system for applying a series of divergence transforms to the received image data to yield transformed image data in which the object of interest diverges from other objects; and
a display for displaying an output image from the transformed image data. - View Dependent Claims (27, 28)
-
Specification