Remote sensing image fusion based on gaussian mixture model and multiresolution analysis

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8921, Issue , 2013, Pages

  Xiao, Moyan ^a   He, Zhibiao ^b  

^a HUBEI UNIVERSITY OF EDUCATION   (China)

^b WUHAN UNIVERSITY   (China)

Author keywords

trous wavelet transform (ATWT); Gaussian mixture model(GMM); IHS transform; Image fusion; Multispectral(MS) image; Nonsubsampled contourlet transform(NSCT); Panchromatic(Pan) image; Region segmentation

Indexed keywords

GAUSSIAN MIXTURE MODEL; IHS TRANSFORMS; MULTISPECTRAL IMAGES; NON SUBSAMPLED CONTOURLET TRANSFORM (NSCT); PANCHROMATIC (PAN) IMAGE; REGION SEGMENTATION;

ALGORITHMS; GEOGRAPHIC INFORMATION SYSTEMS; IMAGE FUSION; IMAGE RECONSTRUCTION; MULTIRESOLUTION ANALYSIS; PATTERN RECOGNITION; QUALITY CONTROL; WAVELET TRANSFORMS;

IMAGE SEGMENTATION;

EID: 84890328823     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.2031385     Document Type: Conference Paper

References (15)

1. POHL C., Van Genderen J. L. " Multisensor image fusion in remote sensing: concepts, methods and applications, "International journal of Remote Sensing, 19(5),823-854(1998).
2. Yonghong Jia, [data fusion technique for multisource remote sensing images], surveying and mapping press,Beijing,(2005).
3. Lei Guo, Huihui Li, etc., [Image fusion],publishing house of electronic industry,Beijing,(2008).
4. Nunez J., Otazu X., etc.,"Multiresolution-based image fusion with additive wavelet decomposition," IEEE Trans. Geosci. Remote Sens., 37( 3), 1204-1211(1999).
5. Y. Chibani, A. Houacine, "The joint use of IHS transform and redundant wavelet decomposition for fusing multispectral and panchromatic mages," Int. J. Remote Sens., 23- 18, 3821-3833(2002).
6. L. Fan, Y. Shuyuan, J. Licheng "Fusion of Multi-Sensor SAR Images via Adaptive Selection of Wavelet and Contourlet Coefficients," International Conference on Radar, CIE '06, 1-4(2006).
7. M. Choi, R. Y. Kim, etc., "Fusion of multispectral and panchromatic satellite images using the curvelet transform," IEEE Geoscience and Remote Sensing Letters, 2,(2), 136-140(2005).
8. A. Garzelli, F. Nencini, L. Alparone, S. Baronti, "Multiresolution fusion of multispectral and panchromatic images through the curvelet transform," Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 4, 2838-2841( 2005).
9. R. Srivastava, R. Singh, A. Khare, " Image fusion based on nonsubsampled contourlet transform,Informatics, "Electronics & Vision (ICIEV), 2012 International Conference on,263-266 (2012).
10. Jianping Zhou; Cunha, A. L. ; Do, M. N.,"Nonsubsampled Contourlet Transform : Construction and Application in Enhancement," IEEE International Conference in Image Processing, ICIP (2005).
11. M. Xiao, Z. He,"Multisource remote sensing image fusion based on curvelet and wavelet transform," Proc. of SPIE Vol. 8006, MIPPR 2011,80060,(2011).
12. Maria Luszczkiewicz-Piatek,Bogdan Smolka,"Effective color image retrieval based on the gaussian mixture model,"CCIW'11 Proceedings of the Third international conference on Computational color imaging,199-213 (2011)
13. C. Yang, Y. Luo,S. Yang,"Image Denoising With Gaussian Mixture Model,"Image and Signal Processing, 2008. CISP '08. Congress on (Volume:3 ),339-343 (2008).
14. Prakash, R. M.,R. Shanlha Selva Kumari," Nonsubsampled Contourlet Transform based expectation maximization method for segmentation of images,"Machine Vision and Image Processing (MVIP), 2012 International Conference on,MVIP. 2012. 6428779,137-140(2012)
15. Z. Wang, A. C. Bovik," A universal image quality index," IEEE Signal Processing Letters, 9(3),81-84(2002).