Image fusion by compressive sensing

2009 17th International Conference on Geoinformatics, Geoinformatics 2009

Volumn , Issue , 2009, Pages

  Divekar, Atul ^a   Ersoy, Okan ^a  

^a PURDUE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BASIS VECTOR; BROVEY TRANSFORMS; CO-OCCURRENCE; COMPUTATIONAL COSTS; FUSED IMAGES; FUSION METHODS; GAUSSIAN STATISTICS; GAUSSIANS; HIGH PROBABILITY; HIGH RESOLUTION; HIGH RESOLUTION IMAGE; HIGH-RESOLUTION FUSED IMAGES; IMAGE PATCHES; LOW RESOLUTION; METHOD OF IMAGES; MULTI-SPECTRAL; PANCHROMATIC IMAGES; PRINCIPAL COMPONENTS; SPARSE REPRESENTATION; SPECTRAL DISTORTIONS; STATISTICAL PROPERTIES; SYSTEM MATRICES;

COST REDUCTION; IMAGE FUSION; OPTIMIZATION; PROBABILITY DENSITY FUNCTION; SECURITY OF DATA; SIGNAL RECONSTRUCTION;

PRINCIPAL COMPONENT ANALYSIS;

EID: 74349103236     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GEOINFORMATICS.2009.5293446     Document Type: Conference Paper

References (9)

1. E. Candes and T. Tao, "Near optimal signal recovery from random projections: Universal encoding strategies?" IEEE Trans. Inf. Theory, vol. 52, pp. 5406-5425, Dec. 2006.
2. E. Candes, "The Restricted Isometry Property and its implications for compressed sensing," Compte Rendus de l'Academie des Sciences, Paris, Series I, pp. 589-592, Dec. 2008.
3. A. R. Gillespie, A. Kahle, and R. Walker, "Color enhancement of highly correlated images-II. Channel ratio and chromaticity transformation techniques," Remote Sensing of Environment, vol. 22, pp. 343-365, 1987.
4. T. Tu, S. Su, S. Shyu, and P. Huang, "A new look at IHS-like image fusion methods," Information Fusion, vol. 2, no. 3, pp. 177-186, Dec. 2001.
5. P. S. Chavez, S. C. Sides, and J. A. Anderson, "Comparison of three different methods to merge multiresolution and multispectral data:Landsat tm and spot panchromatic," Photogrammetric Engineering and Remote Sensing, vol. 57, no. 3, pp. 311-316, 1985.
6. H. Li, B. S. Manjunath, and S. K. Mitra, "Multisensor image fusion using the wavelet transform," Graphical Models and Image Processing, vol. 57, no. 3, pp. 234-245, 1995.
7. B. Aiazzi, L. Alparone, S. Baronti, and A. Garzelli, "Context-driven fusion of high spatial and spectral resolution images based on oversampled multiresolution analysis," IEEE Transactions on Geoscience and Remote Sensing, vol. 40, no. 10, pp. 3230-3239, 2002.
8. 11-magic. [Online]. Available: http://www.acm.caltech.edu/l1magic/
9. L. Wald, "Quality of high resolution synthesised images: Is there a simple criterion?" in Proc.Third Conference on Fusion of Earth data: merging point measurements, raster maps and remotely sensed images, Sophia Antipolis, France, 2000, pp. 99-103.