ESTIMATING TARGETS USING STATISTICAL PROPERTIES OF OBSERVATIONS OF KNOWN TARGETS

Patent №

US 6,380,934

Granted

2002-04-30

Filed 1999

Owner

MITSUBISHI ELECTRIC INFORMATION TECHNOLOGY CENTER AMERICA, INC.

Lab

AI components

3

ml · vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09236839

A method for estimating scenes from images generates a plurality of scenes and renders an image for each scene. The scenes and corresponding images are partitioned into patches. Each patch is quantitized as a vector and probability density function is fitted to each vector. The patches and probabilities are organized as a Markov network where local probability information is propagated to neighboring nodes. After propagation, the probability densities at each node is used to estimate the scene.

AI classification

Machine learning1.00
Vision1.00
Planning0.63
Knowledge representation0.34
AI hardware0.25
Speech0.12
Natural language0.07
Evolutionary computation0.02

Ownership

MITSUBISHI ELECTRIC INFORMATION TECHNOLOGY CENTER AMERICA, INC.

assignment · 97440287

Assignors

FREEMAN, WILLIAM T., PASZTOR, EGON C.

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

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