Multiresolution fusion in remotely sensed images using an IGMRF prior and map estimation

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2, Issue 1, 2008, Pages

  Joshi, Manjunath ^a   Jalobeanu, André ^a  

^a NONE

Author keywords

Decimation matrix; Inhomogeneous Gaussian MRF; Model based approach; Optimization

Indexed keywords

ALIASED; ALIASING; DECIMATION MATRIX; EXISTING METHOD; FUSED IMAGES; GAUSSIAN MARKOV RANDOM FIELD; GEOGRAPHICAL AREA; HIGH RESOLUTION; HIGH SPATIAL RESOLUTION; HIGH SPECTRAL RESOLUTION; ILL POSED PROBLEM; INHOMOGENEOUS GAUSSIAN MRF; MAP ESTIMATION; MATRIX; MAXIMUM A POSTERIORI ESTIMATION; MODEL BASED APPROACH; MULTI-SPECTRAL; MULTIRESOLUTION FUSION; MULTISPECTRAL IMAGES; NOISY VERSIONS; PIXEL VALUES; REAL IMAGES; REMOTELY SENSED IMAGES; SATELLITE IMAGES; SPATIAL PROPERTIES; SPATIAL RESOLUTION; SPECTRAL DISTORTIONS; SYNTHETIC DATA;

CONDUCTIVE PLASTICS; HIDDEN MARKOV MODELS; IMAGE RESOLUTION; MEDICAL IMAGING; MULTIRESOLUTION ANALYSIS; PIXELS; REMOTE SENSING; SPECTRAL RESOLUTION; STRUCTURAL FRAMES;

MATRIX ALGEBRA;

EID: 66549089333     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2008.4778979     Document Type: Conference Paper

References (16)

1. L. Wald, "Some terms of reference in data fusion," IEEE Trans. Geosci. Remote Sensing, vol.37, no. 3, pp. 11901193, 1999.
2. R.Hayden,G.W.J.Henkel,andJ.E.Bare,Applicationoftheihscolortransform- theprocessingofmultisensordataandimageenhancement,inProc. InternationalSymposiumonRemotesensingofaridandsemi-aridlands,Cairo,Egypt,1982, 599-616.(Pubitemid13498202)
3. Hong Jing and Liudi Liu, "Color space conversion methods' applications to the image fusion," Optical Technology, no. 4, pp. 44-48, 1997.
4. P.S.Jr.Chavez,S.C.Sides,andJ.A.Anderson, Comparisonofthreedifferentmethods-mergemultiresolutionandmultispectraldata: Landsattmandspotpanchromatic,PhotogrammetricEngineeringandRemoteSensing,vol.57, 3,295-303,1991.(Pubitemid21671655)
5. L.Wald,T.Ranchin,andM.Mangolini, Fusionofsatelliteimagesofdifferentspatialresolutions: assessingthequalityofresultingimages,PhotogrammetricEngineeringandRemoteSensing, vol.63,no.6,691-699,1997.(Pubitemid27416425)
6. M. Ehlers, "Multisensor image fusion techniques in remote sensing," ISPRS Journal of Photogrammetry and Remote Sensing, vol.46, pp. 19-30, 1991.
7. E. Yu and R. Wang, "Fusion and enhancement of the multispectral image with wavelet transform," Computer Engineering and Science, vol.23, no. 1, pp. 47-50, 2001.
8. M. Choi, R. Y. Kim, M. R. Nam, and H.O. Kim, "Fusion of multispectral and panchromatic satellite images using the curvelet transform," IEEE Trans. Geosci. Remote Sensing., vol.2, no. 2, pp. 136-140, April 2005.
9. Aiazzi B, L. Alparone, S. Baronti, and M. Selva, "MS + Pan image fusion by enhanced gram-schmidt spectral sharpening," in proceedings of the 26th EARSel Symposium "New strategies for European Remote sensing, 26-31, May 2006, Varsovie, Pologne.
10. M. Choi, "A new intensity-hue-saturation fusion approach to image fusion with a tradeoff parameter," IEEE Trans. Geosci. Remote Sensing, vol.44, no. 6, pp. 16721682, June 2006.
11. X. Otazu, M. Gonzalez-Audicana, O.Fors, and J. Nunez, "Introduction of sensor spectral response into image fusion methods, application to wavelet-based methods," IEEE Trans. Geosci. Remote Sensing, vol.43, no. 10, pp. 2376-2385, 2005.
12. L. Alparone, L. Wald, J. Chanussot, C. Thomas, P. Gamba, and L. M. Bruce, "Comparison of pansharpening algorithms: Outcome of the 2006 grs-s data fusion contest," IEEE Trans. Geosci. Remote Sensing, vol.10, no. 45, pp. 3012-3021, October 2007.
13. S. Chaudhuri and M. V. Joshi, Motion free superresolution, Springer, 2005.
14. M. V. Joshi, L. Bruzzonne, and S. Chaudhuri, "A model based approach to multiresolution fusion in remotely sensed images," IEEE Trans, on Geoscience and Remote Sensing, vol.44, no. 9, pp. 2549-2562, September 2006.
15. R. R. Schultz and R. L. Stevenson, "A Bayesian approach to image expansion for improved definition," IEEE Trans. on Image Processing, vol.3, no. 3, pp. 233-242, May 1994.
16. A. Jalobeanu, L. Blanc-Féraud, and J. Zerubia, "An adaptive gaussian model for satellite image deblurring," IEEE Trans. on Image Processing, vol.13, no. 4, pp. 613-621, April 2004.