Multispectral image sharpening using a shift-invariant wavelet transform and adaptive processing of multiresolution edges

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4736, Issue , 2002, Pages 189-200

  Lemeshewsky, George P ^a  

^a U S GEOLOGICAL SURVEY   (United States)

Author keywords

Edge correlation; Image sharpening; NIR; Shift invariant wavelet transform

Indexed keywords

CONTRAST MEDIA; EDGE DETECTION; IMAGE QUALITY; OPTICAL CORRELATION; WAVELET TRANSFORMS;

EDGE CORRELATION; IMAGE SHARPENING; SHIFT-INVARIANT WAVELET TRANSFORM;

IMAGE ENHANCEMENT;

EID: 0036405830     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.477580     Document Type: Conference Paper

References (21)

1. R. A. Schowengerdt, Remote Sensing, Models and Methods for Image Processing, Academic Press, San Diego, 1997.
2. R. A. Schowengerdt, "Reconstruction of multispatial, multispectral image data using spatial frequency content," Photogrammetric Engr. & Remote Sensing, v. 46, n. 10, pp. 1325-1334, 1980.
3. P. J. Burt, R. J. Kolczynski, "Enhanced image capture through fusion," Fourth Intl. Conference on Computer Vision, IEEE Computer Society, pp. 173-182, 1993.
4. G. P. Lemeshewsky, "Multispectral multisensor image fusion using wavelet transforms," in Visual Information Processing, S. Park and R. Juday, Ed., Proc. SPIE 3716, pp. 214-222, 1999.
5. G. P. Lemeshewsky, R.A. Schowengerdt, Multispectral image sharpening using wavelet transform techniques and spatial correlation of edges, Proc. SPIE, v. 4049, pp. 522-531, 2000
6. U.S. Geological Survey, Miscellaneous Investigations Satellite Image Map I-2742, South Florida Everglades (eastern section)
7. T. Tu, S. Su, H. Shyu, and P. S. Huang, Efficient intensity-hue-saturation-based image fusion with saturation compensation, Opt. Engr. v. 40, n. 5, pp. 720-728, 2001.
8. J. A. Richards, "Remote Sensing Digital Image Analysis - Second Ed., Springer-Verlag, Berlin, pp. 75-88, 1992
9. G. Strang, T. Nguyen, Wavelets and Filter Banks, Wellesley-Cambridge Press, MA, 1996.
10. C.S. Burrus, R.A. Gopinath, and H. Guo, "Generalizations of the Basic Multiresolution Wavelet System," ch. 7 of Introduction to Wavelets and Wavelet Transforms A Primer, Prentice Hall, NJ, pp. 98-147, 1998
11. P. J. Burt, "The Pyramid as a Structure for Efficient Computation," ch. 2, of Multirate Image Processing and Analysis, pp. 6-35 A. Rosenfeld, Ed., Springer-Verlag, New York, 1984.
12. D. A. Yocky, "Image merging and data fusion by means of the two-dimensional wavelet transform," J. Opt. Soc. Am., v. 12, n. 9. pp. 1834-1845, 1995.
13. O. Rockinger, T. Fechner, "Pixel-level image fusion: the case of image sequences," in Signal Processing, Sensor Fusion and Target Recognition, I. Kadar, Ed., Proc. SPIE 3374, pp. 378-388, 1998.
14. E. P. Simoncelli, W. T. Freeman, A. E. Adelson, and D. J. Heeger, "Shiftable multiscale transforms," IEEE Trans. Information Theory, v. 38, n. 2, pp. 578-607, 1992.
15. M. Lang, H. Guo, J. E. Odegard, C. S. Burus, and R. Wells, "Nonlinear processing of a shift invariant DWT for noise reduction," in Wavelet Applications II, H. Szu, Ed., Proc. SPIE 2491, pp. 640-651, 1995
16. M. Misiti, Y. Misiti, G. Oppenheim, and J. Poggi, Wavelet Toolbox User's Guide, The MathWorks, Inc., Natick, Mass., 1996.
17. MATLAB Reference Guide, The MathWorks, Inc., Natick, Mass., 1996.
18. "Digital Orthophotos," USGS Fact Sheet FS-129-96, Jan. 1997.
19. Private communication; R.A. Schowengerdt, Oct. 1998.
20. National Landsat Archive Production System (NLAPS), April 2001, available on the WWW at: http://edc.usgs.gov/glis/hyper/guide/nlaps.html
21. B.L. Markham, 1985, The Landsat sensors' spatial response, IEEE Trans. Geoscience and Remote Sensing, v. 23, no. 6, p. 864-875.