A VIDEO TRACKING SYSTEM WITH ADAPTIVE PREDICTORS

被引:17
作者
CHEN, LH [1 ]
CHANG, S [1 ]
机构
[1] NATL TSING HUA UNIV,DEPT ELECT ENGN,HSINCHU 300,TAIWAN
关键词
MOVING TARGET TRACKING; AZIMUTH AND ELEVATION; MATHEMATICAL MORPHOLOGY; HADAMARD TRANSFORM; RLS ADAPTIVE PREDICTOR;
D O I
10.1016/0031-3203(92)90019-F
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A novel video tracking system with adaptive predictors is developed. In order to locate the moving target efficiently, a Hadamard transform locator is proposed. The accuracy of the target location is usually influenced by noise, hence an effective morphological noise filter is invoked to remove it. Moreover, the recursive least square adaptive predictor (RLSAP) is adopted to predict robustly the future location of the target. After successful integration of the aforementioned subsystems, the moving target is always kept in the center of the observing window. Experimental results are given to demonstrate the effectiveness of this proposed system.
引用
收藏
页码:1171 / 1180
页数:10
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