DEVELOPMENT OF A NEURAL NETWORK KALMAN FILTER FOR DYNAMIC IMAGE UNDERSTANDING

Award Information
Agency:
Department of Defense
Branch:
Air Force
Amount:
$59,820.00
Award Year:
1988
Program:
SBIR
Phase:
Phase I
Contract:
N/A
Agency Tracking Number:
8828
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Martingale Research Corp
100 Allentown Pkwy - Ste 211, Allen, TX, 75002
Hubzone Owned:
N
Socially and Economically Disadvantaged:
N
Woman Owned:
N
Duns:
N/A
Principal Investigator
 DR ROBERT L DAWES
 (214) 422-4570
Business Contact
Phone: () -
Research Institution
N/A
Abstract
THE PROPOSED RESEARCH BUILDS UPON THE CONTRACTOR'S PROPRIETARY NEURAL NETWORK SPACE-TIME MEMORY, THE PARAMETRIC AVALANCHE, TO DETERMINE A SET OF DESIGN CHARACTERISTICS FOR NEUROCOMPUTING ARCHITECTURES THAT WILL EFFECTIVELY SUPPORT REAL TIME UNDERSTANDING OF DYNAMIC IMAGERY. THE APPROACH TO THIS PROBLEM IS TO USE THE PARAMETRIC AVALANCHE TO IMPLEMENT A KALMAN FILTER WHICH IS CAPABLE OF TRACKING AND PREDICTING THE EVOLUTION OF LARGE NUMBERS OF OBSERVABLE OBJECTS WITH WIDELY DIFFERING DYNAMICS, AND IS ALSO CAPABLE OF LEARNING TO PREDICT NOVEL SPACE-TIME PATTERNS.

* information listed above is at the time of submission.

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