The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 01, 2024
Filed:
Dec. 14, 2020
Insurance Services Office, Inc., Jersey City, NJ (US);
Shaofei Wang, Philadelphia, PA (US);
Vishnu Sai Rao Suresh Lokhande, Madison, WI (US);
Maneesh Kumar Singh, Princeton, NJ (US);
Konrad Kording, Philadelphia, PA (US);
Julian Yarkony, Jersey City, NJ (US);
Insurance Services Office, Inc., Jersey City, NJ (US);
Abstract
Computer vision systems and methods for end-to end training of neural networks are provided. The system generates a fixed point algorithm for dual-decomposition of a maximum-a-posteriori inference problem and trains the convolutional neural network and a conditional random field with the fixed point algorithm and a plurality of images of a dataset to learn to perform semantic image segmentation. The system can segment an attribute of an image of the dataset by the trained neural network and the conditional random field.