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.:

US 7996339 B1

PDF
Full Text
Expired
Date of Patent:
Aug. 09, 2011

Filed:

Sep. 17, 2004
Applicants:

Ameha Aklilu, Chapel Hill, NC (US);

Raed Hijer, Raleigh, NC (US);

Wilson Velez, Raleigh, NC (US);

Inventors:

Ameha Aklilu, Chapel Hill, NC (US);

Raed Hijer, Raleigh, NC (US);

Wilson Velez, Raleigh, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
Abstract

A method for generating object classification models is disclosed. Initially, a set of training data is fed into a training algorithm to generate a first object classification model. A set of field data is then applied to the first object classification model to produce a set of field object classifications. The number of data in the set of field data is significantly less than the number of data in the set of training data. Finally, the set of field object classifications and the set of field data are fed into the training algorithm to generate a second object classification model. The second object classification model can be utilized for predicting object classifications.


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