Correlation-based band-ordering heuristic for lossless compression of hyperspectral sounder data

IEEE Geoscience and Remote Sensing Letters

Volumn 2, Issue 1, 2005, Pages 50-54

  Toivanen, Pekka ^a   Kubasova, Olga ^a   Mielikainen, Jarno ^a  

^a LAPPEENRANTA UNIVERSITY OF TECHNOLOGY   (Finland)

Author keywords

Band ordering; Context based adaptive lossless image codec (CALIC); Correlation; Hyperspectral data; JPEG LS; Lossless compression

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; IMAGE ANALYSIS; IMAGE COMPRESSION; OPTICAL CORRELATION; REMOTE SENSING; THREE DIMENSIONAL;

BAND ORDERING; CONTEXT-BASED ADAPTIVE LOSSLESS IMAGE CODEC (CALIC); HYPERSPECTRAL DATA; JPEG-LS; LOSSLESS COMPRESSION; THREE-DIMENSIONAL (3D) IMAGES;

ACOUSTIC GENERATORS;

EID: 12844277363     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2004.838410     Document Type: Article

References (28)

1. H. H. Aumann and L. Strow, "AIRS, the first hyperspectral infrared sounder for operational weather forecasting," in Proc. IEEE Aerospace Conf., 2001, pp. 1683-1692.
2. H. J. Bloom, "The cross-track infrared sounder (CrIS): A sensor for operational meteorological remote sensing," in Proc. IGARSS, 2001, pp. 1341-1343.
3. T. Phulpin, F. Cayla, O. Chalon, D. Diebel, and D. Schlüssel, "IASI on-board Metop: Project status and scientific preparation," in Proc. 12th Int. TOVS Study Conf., Victoria, BC, Canada, 2002, pp. 446-552.
4. W. L. Smith, F. W. Harrison, D. E. Hinton, H. E. Revercomb, G. E. Bingham, R. Petersen, and J. C. Dodge, "GIFTS - The precursor geostationary satellite component of the future earth observing system," in Proc. IGARSS, 2002, pp. 357-361.
5. M. J. Ryan and J. F. Arnold, "The lossless compression of AVIRIS images by vector quantization," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 3, pp. 546-550, Mar. 1997.
6. J. Mielikainen and P. Toivanen, "Improved vector quantization for lossless compression of AVIRIS images," in Proc. 11th Eur. Signal Processing Conf., Toulouse, France, 2002, pp. 495-497.
7. S. R. Tate, "Band ordering in lossless compression of multispectral images," IEEE Trans. Comput., vol. 46, no. 4, pp. 477-483, Apr. 1997.
8. G. Fernandez and I. Ubiergo, "Lossless region-based multispectral image compression," in Proc. 6th Int. Conf. Image Processing and Its Applications, vol. 1, 1997, pp. 64-68.
9. J. Mielikäinen and P. Toivanen, "Clustered DPCM for the lossless compression of hyperspectral images," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 12, pp. 2943-2946, Dec. 2003.
10. S. E. Qian, A. B. Hollinger, and H. Yann, "Study of real-time lossless data compression for hyperspectral imagery," in Proc. IGARSS, 1999, pp. 2038-2042.
11. B. Aiazzi, P. S. Alba, L. Alparone, and S. Baronti, "Reversible compression of hyper-spectral imagery through inter-band fuzzy prediction and context coding," in Proc. IGARSS, 1998, pp. 2685-2687.
12. F. Rizzo, B. Carpentieri, G. Motta, and J. A. Storer, "High performance compression of hyperspectral imagery with reduced search complexity in the compressed domain," in Proc. Data Compression Conf., 2004, pp. 479-488.
13. S. Srinivasan and L. N. Kanal, "EigenWavelet: Hyperspectral image compression algorithm," in Proc. Data Compression Conf., Snowbird, UT, 1999, pp. 550-555.
14. A. Kaarna, "Integer PCA and wavelet transforms for lossless compression of multispectral images," in Proc. IGARSS, 2001, pp. 1853-1855.
15. J. Mielikainen and A. Kaarna, "Improved back end for integer PCA and wavelet transforms for lossless compression of multispectral images," in Proc. 16th Int. Conf. Pattern Recognition, vol. 2, 2002, pp. 257-260.
16. M. Weinberger, G. Seroussi, and G. Sapiro, "The LOCO-I lossless image compression algorithm: Principles and standardization into JPEG-LS," IEEE Trans. Image Process., vol. 9, no. 8, pp. 1309-1324, Aug. 2000.
17. X. Wu and N. Memon, "Context-based, adaptive, lossless image coding," IEEE Trans. Commun., vol. 45, no. 4, pp. 437-444, Apr. 1997.
18. B. Huang, A. Ahuja, H. L. Huang, T. J. Schmit, and R. W. Heymann, "Improvements to predictor-based methods in lossless compression of 3-D hyperspectral sounding data via higher moment statistics," WSEAS Trans. Electron., vol. 1, no. 2, pp. 299-305, Apr. 2004.
19. E. Magli, G. Olmo, and E. Quacchio, "Optimized onboard lossless and near-lossless compression of hyperspectral data using CALIC," Geosci. Remote Sens. Lett., vol. 1, no. 1, pp. 21-25, Jan. 2004.
20. B. Huang, H. L. Huang, A. Ahuja, and H. Chen, "Lossless data compression for infrared hyperspectral sounders - An overview," in Proc. 20th Int. Conf. Interactive Information and Processing Systems (IIPS) for Meteorology, Oceanography, and Hydrology, 2004, pp. 255-265.
21. B. Huang, H. L. Huang, H. Chen, A. Ahuja, K. Baggett, T. J. Smith, and R. W. Heymann, "Data compression studies for NOAA hyperspectral environmental suite (HES) using 3-D integer wavelet transforms with 3-D set partitioning in hierarchical trees," in Proc. SPIE Int. Symp. Remote Sensing, 2003, pp. 255-265.
22. W. L. Smith, F. W. Harrison, D. E. Hinton, H. E. Revercomb, G. E. Bingham, R. Petersen, and J. C. Dodge, "GIFTS - The precursor geostationary satellite component of the future earth observing system," in Proc. IGARSS, 2002, pp. 357-361.
23. P. W. Purdom, Jr. and C. A. Brown, The Analysis of Algorithms. New York: Oxford Univ. Press, 1995.
24. S. Baase and A. V. Gelder, Computer Algorithms: Introduction to Design and Analysis. Reading, MA: Addison-Wesley, 1988.
25. J. Mielikainen, P. Toivanen, and A. Kaarna, "Linear prediction in lossless compression of hyperspectral images," Opt. Eng. J., vol. 4, no. 4, pp. 1013-1017, Apr. 2003.
26. G. N. Martin, "Range encoding: An algorithm for removing redundancy from a digitized image," in Proc. Video Data Compression Conf., 1979, pp. 335-339.
27. D. Shkarin, "PPM: One step to practicality," in Proc. Data Compression Conf., Snowbird, UT, 2002, pp. 202-211.
28. J. Edmonds, "Optimum branchings," J. Res. Nat. Bur. Standards, vol. 71B, pp. 133-240, 1967.