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Aerial reconnaissance film screening using optical matched-filter image-correlator technology.

K G Leib, R A Bondurant, S Hsiao

|March 6, 2010

Summary

Automated aerial reconnaissance systems are being developed to reduce costs. An optical matched-filter image-correlator (OMFIC) system shows high detection probability and low false alarm rates for screening tasks.

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Area of Science:

Computer Vision
Image Processing
Artificial Intelligence

Background:

High costs of human photo interpreters in aerial reconnaissance drive demand for automated screening.
Optical matched-filter image-correlator (OMFIC) systems offer potential for automated image analysis.

Purpose of the Study:

To investigate the performance of an OMFIC system for automated screening in aerial reconnaissance.
To project the effectiveness of OMFIC systems with expanded filter memory banks.

Main Methods:

Detailed investigation of an OMFIC system architecture.
Simulation and projection of system performance using holographic lens-matched filter memory banks.
Evaluation of detection probability and false alarm rates under varying image conditions.

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Main Results:

The OMFIC system demonstrated a high probability of detection (98%) with a low false alarm rate (1.4%).
Performance was maintained despite significant image scale variations (+/-9.5%).
A memory bank of 23 orientational views of an M-60 tank was sufficient for high accuracy.

Conclusions:

OMFIC systems are highly capable for automated aerial reconnaissance screening.
The system achieves excellent detection rates with minimal false positives, even with scale variations.
Expanded filter banks enhance the OMFIC system's efficiency and accuracy for complex scenes.