Method and system for generating concept-specific data representation for multi-concept detection
First Claim
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1. A method for detecting a concept from digital content, comprising the steps of:
- generating a plurality of representations for same data content for concept detection from the plurality of representations; and
simultaneously detecting a plurality of concepts from the plurality of representations of the same data content wherein at least one detector provides selection information for selecting at least one of the representations generated or a combination of the representations.
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Abstract
A system and method for detecting a concept from digital content are provided. A plurality of representations is generated for same data content for concept detection from the plurality of representations. A plurality of concepts is simultaneously detected from the plurality of representations of the same data content wherein at least one detector provides selection information for selecting the representations generated or a combination of the generated representations. This results in multiple instances of a representation being considered for concept detection.
17 Citations
28 Claims
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1. A method for detecting a concept from digital content, comprising the steps of:
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generating a plurality of representations for same data content for concept detection from the plurality of representations; and
simultaneously detecting a plurality of concepts from the plurality of representations of the same data content wherein at least one detector provides selection information for selecting at least one of the representations generated or a combination of the representations. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
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15. A method for detecting a concept from digital content, comprising the steps of:
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providing digital content;
representing the digital content in a plurality of representations;
generating a set of regions for each of the plurality of representations for the same data content;
simultaneously detecting a plurality of concepts from the regions;
scoring each region based on confidence that the concepts exist in each region; and
processing region scores. - View Dependent Claims (16, 17, 18, 19, 20, 21, 22, 23)
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24. A system for detecting a concept from digital content, comprising:
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a representation generation module which represents digital content in a plurality of representations by generating a set of regions for each of the plurality of representations for the same data content; and
at least one concept detector which simultaneously detects a plurality of concepts from the regions by comparing data in the region to concept models and scoring each region based on confidence that the concept exists in that region. - View Dependent Claims (25, 26, 27, 28)
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Specification