Invariant fringe-adjusted joint transform correlation-based target tracking in FLIR sequences

被引:3
|
作者
Loo, CH [1 ]
Alam, MS [1 ]
机构
[1] Univ S Alabama, Dept Elect & Comp Engn, Mobile, AL 36688 USA
来源
关键词
FLIR imagery; distortion-invariant target tracking; ego-motion compensation; fringe-adjusted joint transform correlation; FJTC; synthetic discriminant function; SDF;
D O I
10.1117/12.548061
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Presented in this paper is a fringe-adjusted joint transform correlator (FJTC) based invariant target tracking of forwar looking infra-red (FLIR) image sequences. The proposed FJTC based tracking approach employed a modified synthetic discriminant function (SDF) concept together with an efficient camera motion compensation technique to accommodate the problem of target signature variation due to in-plane/out-of-plane rotations, scale variations, noise, and bad frames. The proposed technique can track small objects comprising of only a few pixels and is capable of compensating the high ego-motion of the sensor. The robustness of the proposed technique is demonstrated with computer simulation performed on sequences of eal life FLIR imagery taken from an airborne moving platform.
引用
收藏
页码:38 / 50
页数:13
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