METHOD OF CLUSTERING DIGITAL IMAGES, CORRESPONDING SYSTEM, APPARATUS AND COMPUTER PROGRAM PRODUCT
First Claim
Patent Images
1. A method, comprising:
- automatically clustering a set of images into a set of first clusters of images and a set of unclustered images;
automatically merging clusters of said set of first clusters of images to produce a set of second clusters of images; and
automatically assigning each image of the set of unclustered images to one of;
a cluster of the set of second clusters of images; and
a respective outlier image cluster.
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Abstract
Digital image processing circuitry clusters a set of images into a set of first clusters of images and a set of unclustered images. The set of first clusters are merged, generating a set of second clusters of images. Images in the set of unclustered images are assigned to one of a cluster of the set of second clusters of images and an outlier image cluster. The clustered images may be partitioned into subclusters based on detection of objects in the images.
18 Citations
29 Claims
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1. A method, comprising:
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automatically clustering a set of images into a set of first clusters of images and a set of unclustered images; automatically merging clusters of said set of first clusters of images to produce a set of second clusters of images; and automatically assigning each image of the set of unclustered images to one of; a cluster of the set of second clusters of images; and a respective outlier image cluster. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A system, comprising:
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one or more memories; and digital image processing circuitry, which, in operation; clusters a set of images into a set of first clusters of images and a set of unclustered images; merges clusters of said set of first clusters of images, producing a set of second clusters of images; and assigns each image of the set of unclustered images to one of; a cluster of the set of second clusters of images; and an outlier image cluster. - View Dependent Claims (13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23)
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24. A device, comprising:
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at least one descriptor generator, which, in operation, generates descriptors of images of a set of images; and digital image processing circuitry, which, in operation; clusters a set of images into a set of first clusters of images and a set of unclustered images based on the generated descriptors; merges clusters of said set of first clusters of images, producing a set of second clusters of images; and assigns each image of the set of unclustered images to one of; a cluster of the set of second clusters of images; and an outlier image cluster. - View Dependent Claims (25, 26)
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27. A non-transitory computer-readable medium containing contents which configure digital image processing circuitry to perform a method, the method comprising:
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clustering a set of images into a set of first clusters of images and a set of unclustered images; merging clusters of said set of first clusters of images, producing a set of second clusters of images; and assigning each image of the set of unclustered images to one of; a cluster of the set of second clusters of images; and an outlier image cluster. - View Dependent Claims (28, 29)
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Specification