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Novel Template Generation and Neural Network Applications for Automatic Target…

Award Information

Agency:
Department of Defense
Branch:
Army
Award ID:
36891
Program Year/Program:
1997 / SBIR
Agency Tracking Number:
36891
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Neural Technology, Inc.
511 Westinghouse Rd Pendleton, SC 29670
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Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 1997
Title: Novel Template Generation and Neural Network Applications for Automatic Target Recognition
Agency / Branch: DOD / ARMY
Contract: N/A
Award Amount: $99,952.00
 

Abstract:

The proposed project will explore the potential of neural network algorithms to yield significant performance improvements needed for future automatic target recognition processors. Neural processing opens new possibilities for automatic target recognition by offering the potential for compact. Massively parallel computational hardware and increased flexibility in accorrinodating new targets and environments. The proposed project will result in techniques for template creation, methodologies for pretraining neural networks to incorporate a priori information, and approaches to feature extraction using target signature compression. The effectiveness of the algorithms resulting from the proposed study will be demonstrated using synthetic aperture radar and forward looking infrared sensor data provided by the government. The proposed project will identify template generation, signal decomposition. and data compression algorithms that can potentially improve both processing speed and classification accuracy in ATR applications. The project will provide a demonstration of new and enhanced AIR algorithms using synthetic aperture radar and infrared images provided by the government. There are numerous commercial applications of the algorithms that will emerge.

Principal Investigator:

Dr. Gene A. Tagliarini
8646464020

Business Contact:

Small Business Information at Submission:

Neural Technology, Inc.
511 Westinghouse Rd Pendleton, SC 29670

EIN/Tax ID:
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No