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Optical Engineering

Invariant object tracking using fringe-adjusted joint transform correlator
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Paper Abstract

A novel real-time-invariant target tracking algorithm is proposed for forward-looking IR (FLIR) image sequences based on a modified synthetic discriminant function (SDF)-based fringe-adjusted joint transform correlator (JTC) algorithm. The proposed approach utilizes fringe-adjusted JTC-based tracking, which efficiently compensates camera motion and accommodates 3-D distortions. To further increase the tracking accuracy, the target model is continuously updated using a modified version of the synthetic discriminant function (SDF) algorithm. The proposed technique can track small objects comprising only a few pixels and is capable of compensating the high egomotion of the sensor. We demonstrate the robustness of the proposed technique by computer simulation performed on sequences of real-life FLIR imagery taken from an airborne moving platform.

Paper Details

Date Published: 1 September 2004
PDF: 9 pages
Opt. Eng. 43(9) doi: 10.1117/1.1779622
Published in: Optical Engineering Volume 43, Issue 9
Show Author Affiliations
Chye-Hwa Chye Hwa Loo, Univ. of South Alabama (United States)
Mohammad S. Alam, Univ. of South Alabama (United States)


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