Fiscal Year:
2011
Title:
EO/IR Multi-Sensor Fusion Tracker Algorithm
Agency:
DOD
Contract:
N68335-11-C-0368
Award Amount:
$80,000.00
Abstract:
Toyon Research Corporation proposes research and development to maximize exploitation of co-boresighted multi-sensor EO/IR video, based on an innovative Bayesian track-before-detect algorithm. Statistical background modeling is performed to optimize clutter suppression, and estimated moving target likelihoods are integrated over time, without thresholding, in a non-linear particle filter. Toyon"s proposed algorithm includes multiple-target feature-aided data association via a novel Multiple-Frame Soft-Assignment Solver (MFSAS) developed in a Belief Propagation framework for computationally efficient estimation of probabilistic associations in large-scale tracking problems. Following successful development in Phase I and II, the resulting EO/IR multi-sensor fusion and tracking device is expected to be capable of real-time airborne processing of multiple unregistered video feeds within EO/IR turret SWaP constraints, based on a parallel processing architecture composed of a heterogeneous mix of embedded processors.
Small Business Information at Submission:
Toyon Research Corp.
6800 Cortona Drive Goleta, CA -
EIN/Tax ID:
953526665
DUNS:
N/A
Number of Employees:
Woman-Owned:
No
Minority-Owned:
No
HUBZone-Owned:
No