Improving performance of ICA domain multimodal image fusion in presence of noise

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2006, Pages 1266-1270

  Cvejic, Nedeljko ^a   Bull, David ^a   Canagarajah, Nishan ^a  

^a UNIVERSITY OF BRISTOL   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MODAL ANALYSIS; MULTIRESOLUTION ANALYSIS; OPTIMIZATION;

MULTIMODAL IMAGE FUSION; NONLINEAR SHRINKAGE; STATE-OF-THE-ART ALGORITHMS;

IMAGE FUSION;

EID: 34250728452     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2006.1681872     Document Type: Conference Paper

References (10)

1. R. Blum and Z. Liu, Multi-sensor Image Fusion And Its Applications, CRC Press, London, United Kingdom, 2005.
2. S. Nikolov, P. Hill, D. Bull and N. Canagarajah, Wavelets for image fusion, chapter in Wavelets in Signal and Image Analysis, Kluwer, Dordrecht, The Netherlands, 2001.
3. A. Hyvärinen, J. Karhunen and E. Oja, Independent Component Analysis, John Wiley and Sons, London, United Kingdom, 2001.
4. N. Mitianoudis and T. Stathaki, "Pixel-based and Region-based Image Fusion schemes using ICA bases," Information Fusion, to appear, 2006.
5. N. Cvejic, D. Bull and N. Canagarajah, "A novel ICA domain multimodal image fusion algorithm," Proc. SPIE Defense and Security Symposium, Orlando, FL, 2006, to appear.
6. A. Hyvärinen, "Sparse code shrinkage: Denoising of non-Gaussian data by maximum likelihood estimation," Neural Computation, vol. 11, no. 7, pp. 1739-1768, 1999.
7. Qingfu Zhang, Hujun Yin and N. Allinson, "A simplified ICA based denoising method," Proc. IEEE-INNS-ENNS International Joint Conference on Neural Networks, Como, Italy, 2000, pp. 479-482.
8. G. Piella and H. Heijmans, "A new quality metric for image fusion," Proc. IEEE International Conference on Image Processing, Barcelona, Spain, 2003, pp. 173-176.
9. C. Xydeas and V. Petrovic, "Objective pixel-level image fusion performance measure," Proc. SPIE Defense and Security Symposium, Orlando, FL, 2000, pp. 88-99.
10. J. Lewis, R. O'Callaghan, S. Nikolov, D. Bull and N. Canagarajah, "Pixel- and region-based image fusion with complex wavelets," Information Fusion, to appear, 2006.