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Automated Detection and Cueing

Award Information

Agency:
Department of Defense
Branch:
Special Operations Command
Award ID:
79391
Program Year/Program:
2006 / SBIR
Agency Tracking Number:
S061-001-0031
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Toyon Research Corporation
6800 Cortona Drive Goleta, CA 93117-
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2006
Title: Automated Detection and Cueing
Agency / Branch: DOD / SOCOM
Contract: H92222-06-P-0051
Award Amount: $100,000.00
 

Abstract:

Infrared (IR) imagery provides a rich source of information for target detection, feature-based tracking, and identification. Yet, variable operating conditions, including sensor range, viewing angle, as well as target illumination and degree of occlusion, have so far prevented the development and effective deployment of a complete solution for real-time target identification. While much attention has been devoted to discovering target features, which are invariant to orientation and affine view transformation, the resulting features have proven to be insufficiently discriminatory for large model databases. To address these and other challenges, we propose the use of scale- and affine transformation-invariant spatial and intensity features, combined with spectral histogram features, for robust, high-performance target identification. Further, we show how real-time processing capability can be achieved through efficient candidate target segmentation, followed by a hierarchical classification structure. This framework ensures that the most computationally demanding operations are only performed for a small number of most likely candidate target matches. Throughout, we show how storage and bandwidth requirements can be minimized, to enable deployment of the complete system in a variety of resource-constrained environments, leading to reduced operator workload and improved combat effectiveness.

Principal Investigator:

John A. Berger
Analyst
8059686787
jberger@toyon.com

Business Contact:

Marcella R. Lindbery
Director of Finance and Contracts
8059686787
mlindbery@toyon.com
Small Business Information at Submission:

TOYON RESEARCH CORP.
Suite A, 75 Aero Camino Goleta, CA 93117

EIN/Tax ID: 953526665
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No