Systems and methods for generation of searchable structures respective of multimedia data content
First Claim
1. A method for generating concept structures based on a plurality of multimedia data elements (MMDEs), comprising:
- generating, based on the plurality of MMDEs, a plurality of patches, wherein each patch is at least a portion of one of the MMDEs;
generating, based on the plurality of patches, a plurality of signatures for the plurality of MMDEs;
clustering the generated plurality of signatures into a plurality of clusters;
generating metadata for each of the plurality of clusters; and
creating, based on the plurality of clusters, at least one concept structure, wherein each concept structure includes at least one of the plurality of clusters and the metadata associated with the at least one of the plurality of clusters.
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Abstract
A system and method for generating concept structures based on a plurality of multimedia data elements (MMDEs). The method includes: generating, based on the plurality of MMDEs, a plurality of patches, wherein each patch is at least a portion of one of the MMDEs; generating, based on the plurality of patches, a plurality of signatures for the plurality of MMDEs; clustering the generated plurality of signatures into a plurality of clusters; generating metadata for each of the plurality of clusters; and creating, based on the plurality of clusters, at least one concept structure, wherein each concept structure includes at least one of the plurality of clusters and the metadata associated with the at least one of the plurality of clusters.
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Citations
19 Claims
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1. A method for generating concept structures based on a plurality of multimedia data elements (MMDEs), comprising:
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generating, based on the plurality of MMDEs, a plurality of patches, wherein each patch is at least a portion of one of the MMDEs; generating, based on the plurality of patches, a plurality of signatures for the plurality of MMDEs; clustering the generated plurality of signatures into a plurality of clusters; generating metadata for each of the plurality of clusters; and creating, based on the plurality of clusters, at least one concept structure, wherein each concept structure includes at least one of the plurality of clusters and the metadata associated with the at least one of the plurality of clusters. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A non-transitory computer readable medium having stored thereon instructions for causing one or more processing units to perform a process, the process comprising:
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generating, based on the plurality of MMDEs, a plurality of patches, wherein each patch is at least a portion of one of the MMDEs; generating, based on the plurality of patches, a plurality of signatures for the plurality of MMDEs; clustering the generated plurality of signatures into a plurality of clusters; and creating, based on the plurality of clusters, at least one concept structure, wherein each concept structure includes at least one of the plurality of clusters and the metadata associated with the at least one of the plurality of clusters.
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11. A system for generating concept structures from signature reduced clusters (SRCs), comprising:
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a processing circuitry; and a memory, the memory containing instructions that, when executed by the processing circuitry, configure the system to; generate, based on the plurality of MMDEs, a plurality of patches, wherein each patch is at least a portion of one of the MMDEs; generate, based on the plurality of patches, a plurality of signatures for the plurality of MMDEs; cluster the generated plurality of signatures into a plurality of clusters; generate metadata for each of the plurality of clusters; and create, based on the plurality of clusters, at least one concept structure, wherein each concept structure includes at least one of the plurality of clusters and the metadata associated with the at least one of the plurality of clusters. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19)
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Specification