Determining a class associated with an image
First Claim
1. A method for determining a class associated with an image, the method comprising:
- determining a segmentation score for an image segment based on a comparison of the image segment and a region of an image, the region of the image associated with the image segment;
determining a confidence score for the image segment based on the segmentation score and a classification score, the classification score indicative of a similarity between the image segment and at least one class;
determining a class associated with the image based on the confidence score;
outputting the class associated with the image;
determining a second segmentation score for a second image segment based on a comparison of the second image segment and a second region of the image, the second region of the image associated with the second image segment; and
determining a second confidence score for the second image segment based on the second segmentation score and a second classification score, the second classification score indicative of a similarity between the second image segment and at least one class.
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Accused Products
Abstract
The technology is directed to determining a class associated with an image. In some examples, a method determines the class associated with an image. The method can include determining a segmentation score for an image segment based on a comparison of the image segment and a region of an image. The region of the image can be associated with the image segment. The method further includes determining a confidence score for the image segment based on the segmentation score and a classification score. The classification score can be indicative of a similarity between the image segment and at least one class. The method further includes determining a class associated with the image based on the confidence score. The method further includes outputting the class associated with the image.
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Citations
18 Claims
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1. A method for determining a class associated with an image, the method comprising:
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determining a segmentation score for an image segment based on a comparison of the image segment and a region of an image, the region of the image associated with the image segment; determining a confidence score for the image segment based on the segmentation score and a classification score, the classification score indicative of a similarity between the image segment and at least one class; determining a class associated with the image based on the confidence score; outputting the class associated with the image; determining a second segmentation score for a second image segment based on a comparison of the second image segment and a second region of the image, the second region of the image associated with the second image segment; and determining a second confidence score for the second image segment based on the second segmentation score and a second classification score, the second classification score indicative of a similarity between the second image segment and at least one class. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A system for determining a class associated with an image, the system comprising:
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one or more processors; a segmentation score module, using the one or more processors, configured to determine a segmentation score for an image segment based on a comparison of the image segment and a region of an image, the region of the image associated with the image segment; a confidence score module, using the one or more processors, configured to determine a confidence score for the image segment based on the segmentation score and a classification score, the classification score indicative of a similarity between the image segment and at least one class; a class determination module, using the one or more processors, configured to determine a class associated with the image based on the confidence score; a class output module, using the one or more processors, configured to output the class associated with the image; the segmentation score module, using the one or more processors, further configured to determine a second segmentation score for a second image segment based on a comparison of the second image segment and a second region of the image, the second region of the image associated with the second image segment; and the confidence score module, using the one or more processors, further configured to determine a second confidence score for the second image segment based on the second segmentation score and a second classification score, the second classification score indicative of a similarity between the second image segment and at least one class. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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Specification