METHODS AND SYSTEMS FOR OBJECT SEGMENTATION IN DIGITAL IMAGES
First Claim
1. A method for segmenting an object of interest in a digitally-encoded image using a computing device, the method comprising:
- designing a non-linear local function that generates function values associated with identifying the object of interest encoded in digital image data and a combination function that combines the function values;
forming orthogonal projections of the digital image data using the computing device, the orthogonal projections based on the function values and the combination function;
based on the orthogonal projections, determining boundaries segmenting the object in the digital image data using the computing device; and
extracting an image of the object that lies within the boundaries using the computing device.
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Abstract
Various embodiments of the present invention are directed to object segmentation of digital video streams and digital images. In one aspect, a method for segmenting an object in a digitally-encoded image includes designing a non-linear local function that generates function values associated with identifying the object of interest and a combination function that combines the function values, the object of interest encoded in digital image data. The method includes forming orthogonal projections of the digital image data based on the function values and the combination function. In addition, the orthogonal projections can be used to determining boundaries segmenting the object in the digital image data. The method also includes extracting an image of the object that lies within the boundaries.
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Citations
20 Claims
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1. A method for segmenting an object of interest in a digitally-encoded image using a computing device, the method comprising:
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designing a non-linear local function that generates function values associated with identifying the object of interest encoded in digital image data and a combination function that combines the function values; forming orthogonal projections of the digital image data using the computing device, the orthogonal projections based on the function values and the combination function; based on the orthogonal projections, determining boundaries segmenting the object in the digital image data using the computing device; and extracting an image of the object that lies within the boundaries using the computing device. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A computer-readable medium having instructions encoded thereon for enabling a processor to perform the operations of:
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designing a non-linear local function that generates function values associated with identifying the object of interest encoded in digital image data and a combination function that combines the function values; forming orthogonal projections of the digital image data, the orthogonal projections based on the function values and the combination function; based on the orthogonal projections, determining boundaries segmenting the object in the image data; and extracting an image of the object that lies within the boundaries. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification