COVARIANCE ESTIMATION FOR PATTERN RECOGNITION

Patent №

US 7,805,301

Granted

2010-09-28

Filed 2005

Owner

MICROSOFT CORPORATION

AI components

5

ml · vision · speech · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11173907

A reliable full covariance matrix estimation algorithm for pattern unit's state output distribution in pattern recognition system is discussed. An intermediate hierarchical tree structure is built to relate models for product units. Full covariance matrices of pattern unit's state output distribution are estimated based on all the related nodes in the tree.

AI classification

Vision1.00
Machine learning1.00
Knowledge representation1.00
Speech0.96
Planning0.91
AI hardware0.45
Natural language0.11
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 167680169

Assignors

TIAN, YE, SOONG, FRANK KAO-PING, ZHOU, JIAN-LAI

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

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