SYSTEMS AND METHODS FOR DATA FUSION MAPPING ESTIMATION

Patent №

US 8,938,115

Granted

2015-01-20

Filed 2011

Owner

REGENTS OF THE UNIVERSITY OF CALIFORNIA, THE

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13306919

Systems and methods are disclosed for generating a probability density to estimate the probability that an event will occur in a region of interest. The methods input spatial event data comprising one or more events occurring in the region of interest along with auxiliary data related to the region of interest. The auxiliary data comprises non-event data having spatial resolution such that the probability density estimate for the region of interest is calculated based on a function of the auxiliary data and the event data. In particular, the auxiliary data is used to generate a penalty functional used in the calculation of the probability density estimate.

AI classification

Vision1.00
Machine learning1.00
AI hardware0.99
Knowledge representation0.57
Planning0.05
Evolutionary computation0.02
Natural language0.00
Speech0.00

Ownership

REGENTS OF THE UNIVERSITY OF CALIFORNIA, THE

assignment · 306390312

Assignors

BERTOZZI, ANDREA L., SMITH, LAURA M., WITTMAN, TODD, KEEGAN, MATTHEW S., MOHLER, GEORGE

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

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