Reducing the effects of misregistration on pixel-level change detection

被引:104
作者
Stow, DA [1 ]
机构
[1] San Diego State Univ, Dept Geog, San Diego, CA 92182 USA
关键词
D O I
10.1080/014311699212137
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
A model that compensates for misregistration effects on change detection results shows promise for reducing artefacts and enhancing land change features at or near the pixel scale and for reducing noise caused by misregistered muti-temporal images. Sparse estimates of misregistration across the scene are combined with calculations of spatial brightness gradients to adjust the magnitude of multi-temporal image differences. The model is tested on a multi-temporal Landsat Thematic Mapper image data set for a rapidly urbanizing landscape in southern California.
引用
收藏
页码:2477 / 2483
页数:7
相关论文
共 7 条
[1]   UTILITY OF AVHRR DATA FOR LAND DEGRADATION ASSESSMENT - A CASE-STUDY [J].
BASTIN, GN ;
PICKUP, G ;
PEARCE, G .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1995, 16 (04) :651-672
[2]  
DAI X, 1997, P IEEE GEOSC REM SEN, P1176
[3]   REGISTRATION-NOISE REDUCTION IN DIFFERENCE IMAGES FOR CHANGE DETECTION [J].
GONG, P ;
LEDREW, EF ;
MILLER, JR .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1992, 13 (04) :773-779
[4]   SPATIAL DEGRADATION OF SATELLITE DATA [J].
JUSTICE, CO ;
MARKHAM, BL ;
TOWNSHEND, JRG ;
KENNARD, RL .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1989, 10 (09) :1539-1561
[5]  
Malila W.A., 1980, P 6 ANN S MACH PROC, P326
[7]   THE IMPACT OF MISREGISTRATION ON CHANGE DETECTION [J].
TOWNSHEND, JRG ;
JUSTICE, CO ;
GURNEY, C ;
MCMANUS, J .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1992, 30 (05) :1054-1060