Fusion of remote sensing images using improved ICA mergers based on wavelet decomposition

Procedia Engineering

Volumn 29, Issue , 2012, Pages 2938-2943

  Chen, Fengrui ^a   Qin, Fen ^a   Peng, Guangxiong ^b   Chen, Shiqiang ^a  

^a HENAN UNIVERSITY   (China)

^b CENTRAL SOUTH UNIVERSITY   (China)

Author keywords

Image fusion; Independent component analysis (ICA); Principal component analysis (PCA); Wavelets

Indexed keywords

FUSED IMAGES; FUSION METHODS; IMPROVED ICA; INDEPENDENT COMPONENTS; LOCAL REGION; NEGENTROPY; NONGAUSSIANITY; PRINCIPAL COMPONENT ANALYSIS (PCA); REMOTE SENSING IMAGES; SPATIAL INFORMATIONS; SPATIAL RESOLUTION; SPECTRAL DISTORTIONS; WAVELETS;

ELECTRONICS ENGINEERING; IMAGE FUSION; INDEPENDENT COMPONENT ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; WAVELET DECOMPOSITION;

IMAGE RECONSTRUCTION;

EID: 84863342357     PISSN: 18777058     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.proeng.2012.01.418     Document Type: Conference Paper

References (13)

1. R. Schowengerdt. Remote Sensing: Models and Methods for Image Processing. New York: Academic Press; 2007.
2. S. de Jong, F. van der Meer. Remote Sensing Image Analysis: Including The Spatial Domain. New York: Kluwer Academic Publishers; 2004.
3. M. González-Audícana. Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition. IEEE Transactions on Geoscience and Remote Sensing. 2009; 42: 1291-1299.
4. K. Edwards, P. Davis. The use of intensity-hue-saturation transformation for producing color shaded-relief images. Photogrammetric Engineering and Remote Sensing. 1994; 60: 1369-1374.
5. C. Pohl, J. Van Genderen. Multisensor image fusion in remote sensing: concepts, methods and applications. International Journal of Remote Sensing. 1998; 19: 823-854.
6. P. Chavez. Extracting spectral contrast in Landsat Thematic Mapper image data using selective principal component analysis. Photogrammetric Engineering and Remote Sensing. 1989; 55: 339-348.
7. J. Zhou, D. Civco, J. Silander. A wavelet transform method to merge Landsat TM and SPOT panchromatic data. International Journal of Remote Sensing. 1998; 19: 743-758.
8. G. Hong, Y. Zhang. Comparison and improvement of wavelet-based image fusion. International Journal of Remote Sensing. 2008; 29: 673-691.
9. F. Chen, Z.Guan, X. Yang, W. Cui. A novel remote sensing image fusion method based on independent component analysis. International Journal of Remote Sensing. 2011; 32: 2745-2763.
10. A. Hyvärinen, J. Karhunen, E. Oja. Independent Component Analysis. New York: John Wiley & Son, Inc; 2001.
11. J. Hérault, C. Jutten, B. Ans. Detection de grandeurs primitives dans un message composite par une architecture de calcul neuromimetique en apprentissage non supervise. 1985, p.1017-1022
12. A. Hyvarinen. A family of fixed-point algorithms for independent component analysis. IEEE International Conference on Acoustics,Speech, and Signal Processing. 1997; 3917-3920.
13. R. Gonzalez, R. Woods. Digital Image Processing. New York: Prentice Hall; 2007.