Pyramid-based multi-sensor image data fusion

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3169, Issue , 1997, Pages 224-235

  Aiazzi, B ^a   Alparone, L ^b   Baronti, S ^a   Carla R ^a   Mortelli, L ^b  

^a IFAC CNR   (Italy)

^b UNIVERSITY OF FLORENCE   (Italy)

Author keywords

Laplacian pyramid; Multi sensor image fusion; Multi spectral images; Wavelet transform

Indexed keywords

DATA FUSION; DIGITAL IMAGE STORAGE; DISCRETE WAVELET TRANSFORMS; IMAGE ENHANCEMENT; IMAGE FUSION; IMAGE PROCESSING; IMAGING SYSTEMS; INDUSTRIAL LABORATORIES; INFORMATION FUSION; LAPLACE TRANSFORMS; MEDICAL IMAGING; MERGERS AND ACQUISITIONS; SENSORS; WAVELET TRANSFORMS;

AUTOMATIC ANALYSIS; FILTER-BANK; FUSED IMAGES; IMAGE DATUMS; LAPLACIAN PYRAMID; MULTI-SENSOR IMAGE FUSION; MULTI-SPECTRAL IMAGES; POWER OF TWOS; REMOTELY SENSED IMAGES; SCALE FACTORS; SENSOR IMAGE DATUMS; SPATIAL RESOLUTIONS; SPECTRAL FEATURES; SPECTRAL SIGNATURES; TEXTURED REGIONS;

SENSOR DATA FUSION;

EID: 41149105761     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.292793     Document Type: Conference Paper

References (16)

1. R. C. Luo and M. G. Kay, "Multisensor integration and fusion in intelligent systems," IEEE Trans. Systems, Man, and Cybernetics, 19(5), pp. 901-931, 1989.
2. H. Li, B. S. Manjunath, and S. K. Mitra, "Multisensor image fusion using the wavelet transform," CVGIP: Graphical Models and Image Processing, 57(3), pp. 235-245, 1995.
3. R. Welch and M. Ehlers, "Merging Multiresolution SPOT HRV and Landsat TM data" Photogrammetric Engineering and Remote Sensing, 53(3), pp. 301-303,1987.
4. P. S. Chavez Jr., 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, 57(3), pp. 295-303, 1991.
5. B. Garguet-Duport, J. Girel, J.-M. Chassery, and G. Pautou, "The use of multiresolution analysis and wavelet transform for merging SPOT Panchromatic and multispectral image data," Photogrammetric Engineering and Remote Sensing, 62(9), pp. 1057-1066, 1996.
6. D. A. Yocky, "Multiresolution wavelet decomposition image merger of Landsat Thematic Mapper and SPOT panchromatic data," Photogrammetric Engineering and Remote Sensing, 62(9), pp. 1067-1074, 1996.
7. A. H. J. M. Pellemans, R. W. L. Jordans, and R. Allewijn, "Merging multispectral and panchromatic SPOT images with respect to the radiometric properties of the sensor," Photogrammetric Engineering and Remote Sensing, 59(1), pp. 81-87, 1993.
8. A. Toet, "Image fusion by a ratio of low-pass pyramid," Pattern Recognition Letters, 9(4), pp. 245-253,1989.
9. S. Mallat, "A Theory for Multiresolution Signal Decomposition: the Wavelet Representation," IEEE Trans. Pattern Anal. Machine Intell., 11(7), pp. 674-693, 1989.
10. I. Daubechies, "Orthonormal bases of compactly supported wavelets," Commun. Pure Appl. Math., 41, pp. 909-996, 1988.
11. P. J. Burt, "The pyramid as a structure for efficient computation," in Multiresolution Image Processing and Analysis, A. Rosenfeld (Ed.), Berlin: Springer-Verlag, 1984.
12. B. Aiazzi, L. Alparone, S. Baronti, F. Lotti, "Lossless Image Compression by Quantization Feedback in a Content-Driven Enhanced Laplacian Pyramid," IEEE Trans. Image Processing 6(6), pp. 831-843, 1997.
13. R. E. Crochiere and L. R. Rabiner, Multirate Digital Signal Processing, Engl. Cliffs, NJ: Prentice Hall, 1983.
14. M. Unser and A. Aldroubi, "Polynomial Splines and Wavelets- A Signal Processing Perspective", in Wavelets- A Tutorial in Theory and Applications, C. K. Chui (Ed.), Academic Press, pp. 91-122, 1992.
15. M. G. Kim, I. Dinstein, and L. Shaw, "A Prototype Filter Design Approach to Pyramid Generation," IEEE Trans. Pattern Anal. Machine Intell., 15(12), pp. 1233-1240, 1993.
16. S. Ranganath, "Image Filtering Using Multiresolution Representations," IEEE Pattern Anal. Machine Intell., 13(5), pp. 426-440, 1991.