Visual perception based different scale remote sensing images fusion with multi-wavelet transform

被引:0
作者
Na, Yan [1 ]
Ehlers, Manfred [2 ]
Yang, Wanhai [1 ]
机构
[1] Xidian Univ, Sch Elect Engn, POB 140, Xian 710071, Peoples R China
[2] Osnabruck Univ, Inst Geoinformat & Remote Sensing, Osnabruck, Germany
来源
REMOTE SENSING FOR ENVIRONMENTAL MONITORING, GIS APPLICATIONS AND GEOLOGY VI | 2006年 / 6366卷
关键词
visual perception; image fusion; multi-wavelet transform; multi-spectral image; panchromatic image;
D O I
10.1117/12.689219
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Visual perception based different scale remote sensing images fusion with multi-wavelet transform is discussed. Panchromatic image can provide detail geometric features, while multi-spectral image can provide very good spectral information. A high spatial resolution multi-spectral image can be obtained by combining these two images. A visual perception based remote sensing images fusion algorithm is presented in this paper. Experiment results show that visual perception based remote sensing images fusion algorithm with multi-wavelet transform is better than the ordinary wavelet transform based fusion method. The fused image can provides more spatial information.
引用
收藏
页数:10
相关论文
共 10 条
[1]  
[Anonymous], P ANN C COMP GRAPH S
[2]  
BRETSCHNEIDER T, 1999, P IM VIS COMP NZ 99, P109
[3]  
CHAVEZ PS, 1991, PHOTOGRAMM ENG REM S, V57, P295
[4]   MULTISENSOR IMAGE FUSION TECHNIQUES IN REMOTE-SENSING [J].
EHLERS, M .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 1991, 46 (01) :19-30
[5]   A THEORY FOR MULTIRESOLUTION SIGNAL DECOMPOSITION - THE WAVELET REPRESENTATION [J].
MALLAT, SG .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1989, 11 (07) :674-693
[6]  
NA Y, 2004, P 11 SPIE INT S REM
[7]  
SARBINSD FF, 1997, REMOTE SENSING, P275
[8]   The application of multiwavelet filterbanks to image processing [J].
Strela, V ;
Heller, PN ;
Strang, G ;
Topiwala, P ;
Heil, C .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (04) :548-563
[9]  
Wilson H., 1991, SPATIAL VISION, V10, P64
[10]  
ZHUKOV B, 1995, P 1995 INT GEOSC REM, V3, P2154