Computer vision systems and methods for optimizing correlation clustering for image segmentation using Benders decomposition
AssigneeInsurance Services Office, Inc.
InventorsManeesh Kumar Singh, Julian Yarkony
Life of this patent
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Abstract
Computer vision systems and methods for optimizing correlation clustering for image segmentation are provided. The system receives input data and generates a correlation clustering formulation for Benders Decomposition for optimized correlation clustering of the input data. The system optimizes the Benders Decomposition for the generated correlation clustering formulation and performs image segmentation using the optimized Benders Decomposition.
Claims18
A computer vision system for optimizing correlation clustering comprising:
- a memory;
- and
- a processor in communication with the memory, the processor:
- receiving input data,
- generating a correlation clustering formulation for Benders Decomposition for optimized correlation clustering of the input data,
- optimizing the Benders Decomposition for the generated correlation clustering formulation, and
- performing image segmentation using the optimized Benders Decomposition.
A method for optimizing correlation clustering by a computer vision system, comprising the steps of:
- receiving input data;
- generating a correlation clustering formulation for Benders Decomposition for optimized correlation clustering of the input data;
- optimizing the Benders Decomposition for the generated correlation clustering formulation;
- and
- performing image segmentation using the optimized Benders Decomposition.
A non-transitory computer readable medium having instructions stored thereon for optimizing correlation clustering by a computer vision system which, when executed by a processor, causes the processor to carry out the steps of:
- receiving input data;
- generating a correlation clustering formulation for Benders Decomposition for optimized correlation clustering of the input data;
- optimizing the Benders Decomposition for the generated correlation clustering formulation;
- and
- performing image segmentation using the optimized Benders Decomposition.
Dependencies are inferred from the claim text.