Computer Vision Systems and Methods for Optimizing Correlation Clustering for Image Segmentation Using Benders Decomposition

Patent №

US 11,636,607

Granted

2023-04-25

Filed 2020

Owner

INSURANCE SERVICES OFFICE, INC.

Lab

AI components

4

ml · vision · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17132169

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.

AI classification

Vision1.00
Machine learning1.00
AI hardware0.97
Evolutionary computation0.62
Planning0.38
Knowledge representation0.21
Natural language0.05
Speech0.00

Ownership

INSURANCE SERVICES OFFICE, INC.

assignment · 595270083

Assignors

SINGH, MANEESH KUMAR, YARKONY, JULIAN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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