Scalable Semantic Image Search
First Claim
1. A computer-implemented system for searching a plurality of images for an image of interest comprising:
- a database of semantic image representations linking a semantic model of clinical properties, a syntactic model of high level image properties and an image vocabulary of low level image properties,a set of queries associated with the semantic image representations; and
a semantic search engine, embodied as computer readable code executed by a processor, for receiving a search query, selecting at least one of the set of queries based on the search query, and searching the plurality of images for the image of interest by comparing the plurality of images against the semantic image representations associated with a selected query.
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Abstract
A computer-implemented system for searching a plurality of images for an image of interest including a database of semantic image representations corresponding to the plurality of images, wherein the semantic image representations link a semantic model of clinical properties, a syntactic model of high level image properties and an image vocabulary of low level image properties, a set of queries associated with the semantic image representations, and a semantic search engine, embodied as computer readable code executed by a processor, for receiving a search query, selecting at least one of the set of queries based on the search query, and searching the plurality of images for the image of interest by comparing the plurality of images against the semantic image representations associated with a selected query.
90 Citations
12 Claims
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1. A computer-implemented system for searching a plurality of images for an image of interest comprising:
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a database of semantic image representations linking a semantic model of clinical properties, a syntactic model of high level image properties and an image vocabulary of low level image properties, a set of queries associated with the semantic image representations; and a semantic search engine, embodied as computer readable code executed by a processor, for receiving a search query, selecting at least one of the set of queries based on the search query, and searching the plurality of images for the image of interest by comparing the plurality of images against the semantic image representations associated with a selected query. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A computer readable medium embodying instructions executable by a processor to perform a method for constructing a database of semantic image representations, the method steps comprising:
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defining hierarchical representations of an image domain; defining a query language comprising a plurality of queries available to a search engine; and associating the queries to the hierarchical representations, wherein the associated queries and hierarchical representations are stored in the database as the semantic image representations. - View Dependent Claims (11, 12)
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10. The method of claim 10, further comprising searching a plurality of images for an image of interest by comparing the plurality of images against the semantic image representations, wherein the searching is performed by a semantic search engine that receives a search query, selects at least one of the plurality of queries based on the search query, and determines the image of interest based on a selected query.
Specification