Remote sensing image fusion based on Bayesian linear estimation

Science in China, Series F: Information Sciences

Volumn 50, Issue 2, 2007, Pages 227-240

  Ge, ZhiRong ^a   Wang, Bin ^a   Zhang, LiMing ^a  

^a FUDAN UNIVERSITY   (China)

Author keywords

Bayesian linear estimation; Image fusion; Landsat ETM+; Observation model

Indexed keywords

EID: 34247250829     PISSN: 10092757     EISSN: 18622836     Source Type: Journal    
DOI: 10.1007/s11432-007-0008-7     Document Type: Article

References (13)

1. Carper J, Lillesand T, Kiefer R. The use of intensity-hue-saturation transformation for merging SPOT panchromatic and multispectral image data. J Photogramm Engin Remote Sens, 1990, 56: 459-467
2. Shettigara V. A generalized component substitution technique for spatial enhancement of multispectral images using a higher resolution dataset. J Photogramm Engin Remote Sens, 1992, 58: 561-567
3. Chavez P, Sides S, Anderson J. Comparison of three different methods to merge multi-resolution and multispectral data: Landsat TM and SPOT panchromatic. J Photogramm Engin Remote Sens, 1991, 57(3): 295-303
4. Nuñez J, Otazu X, Fors O, et al. Multiresolution-based image fusion with additive wavelet decomposition. J IEEE Trans Geo Remote Sens, 1999, 37: 1204-1211
5. Gonzalez M, Saleta J, Catalan R, et al. Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition. J IEEE Trans Geo Remote Sens, 2004, 23(18): 1291-1299
6. Price J. Combining panchromatic and multispectral imagery from dual resolution satellite instruments. J Remote Sens Environ, 1987, 21: 119-128
7. Munechika C, Wamick J, Salvaggio C, R et al. Resolution enhancement of multispectral image data to improve classification accuracy. J Photogramm Engin Remote Sens, 1993, 59: 67-72
8. Nishii R, Kusanobu S, Tanaka S. Enhancement of low resolution image based on high resolution bands. J IEEE Trans Geo Remote Sens, 1996, 34: 1151-1158
9. Hardie R, Eismann M, Wilson L. MAP estimation for hyperspectral image resolution enhancement using an auxiliary sensor. J IEEE Trans Image Process, 2004, 13(9): 1174-1184
10. Eismann M, Hardie R. Application of stochastic mixing model to hyperspectral resolution enhancement. J IEEE Trans Geo Remote Sens, 2004, 42(9): 1924-1933
11. Kay S. Fundamentals of Statistical Signal Processing: Estimation Theory. M. NJ: Prentice-Hall, 1993. 391-392
12. Zhou J, Civco D L, Silander J A. A wavelet transform method to merge Landsat TM and SPOT panchromatic data. J Int J Remote Sens, 1998, 19(4): 743-757
13. Linde Y, Buzo A, Gray R M. An algorithm for vector quantization. J IEEE Trans Commun Theory, 1980, 28: 84-95