Predictive coding of hyperspectral images

Hyperspectral Data Compression

Volumn , Issue , 2006, Pages 197-231

  Miguel, Agnieszka C ^a   Ladner, Richard E ^b   Riskin, Eve A ^b   Hauck, Scott ^b   Barney, Dane K ^b   Askew, Amanda R ^c   Chang, Alexander ^b  

^a SEATTLE UNIVERSITY   (United States)

^b University of Washington   (United States)

^c NONE

Author keywords

[No Author keywords available]

Indexed keywords

EID: 51849098093     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/0-387-28600-4_8     Document Type: Chapter

References (52)

1. J. p. Laboratory, "AVIRIS (airborne visible/infrared imaging spectrometer) homepage." http://aviris.jpl.nasa.gov/.
2. J. Seward, "The bzip2 and libbzip2 official home page." http://sources.redhat.com/bzip2/.
3. A. Said and W. A. Pearlman, "A new, fast, and efficient image codec based on set partitioning in hierarchical trees," IEEE Transactions on Circuits and Systems for Video Technology, vol. 6, pp. 243-250, June 1996.
4. T. W. Fry and S. Hauck, "Hyperspectral image compression on reconfigurable platforms," in IEEE Symposium on Field-Programmable Custom Computing Machines, pp. 251-260, 2002.
5. A. Miguel, A. Askew, A. Chang, S. Hauck, R. Ladner, and E. Riskin, "Reduced complexity wavelet-based predictive coding of hyperspectral images for FPGA implementation," in Proceedings Data Compression Conference, pp. 469-478, 2004.
6. P. Shippert, "Why use hyperspectral imagery?," Photogrammetric Engineering & Remote Sensing, Journal Of The American Society For Photogrammetry And Remote Sensing, vol. 70, pp. 377-380, April 2004.
7. R. W. Basedow, M. Kappus, L. J. Rickard, and M. E. Anderson, "HYDICE: Operational system status." http://ltpwww.gsfc.nasa.gov/ ISSSR-95/hydiceop.htm.
8. Earth Search Sciences, Inc., "Probe-1." http://www.earthsearch. com/ index.htm.
9. ITRES Research, Inc., "CASI-2 and CASI-3." http://www. earthsearch. com/index.htm.
10. Integrated Spectronics, "HyMap." http://www.intspec.com/.
11. Group for Environmental Research Earth Resources Exploration Consortium, "Airborne hyperspectral and multispectral imaging systems." http://www.ger.com/ie.html.
12. Spectral Imaging, "AISA." http://www.specim.fi/index.html.
13. U.S. Geological Survey EROS Data Center, "USGS EO-1 website." http://eol.usgs.gov/hyperion.php.
14. M. Burrows and D. J. Wheeler, "A block-sorting lossless data compression algorithm," Tech. Rep. 124, Digital Equipment Corporation, 1994.
15. N. S. Jayant and P. Noll, Digital Coding of Waveforms. Englewood Cliffs, N. J.: Prentice-Hall, 1984.
16. J. L. Mitchell, W. B. Pennebaker, C. E. Fogg, and D. J. LeGall, MPEG Video Compression Standard. New York: Chapman & Hall, 1996.
17. V. Cuperman and A. Gersho, "Adaptive differential vector coding of speech," in Conference Record GloheCom 82, pp. 1092-1096, Dec. 1982.
18. R-C. Chang and R. M. Gray, "Gradient algorithms for designing predictive vector quantizers," IEEE Transactions on Acoustics Speech and Signal Processing, vol. 34, pp. 679-690, Aug. 1986.
19. A. Gersho and R. M. Gray, Vector Quantization and Signal Compression. Norwell, MA: Kluwer Academic Publishers, 1992.
20. H.-M. Hang and J. W. Woods, "Predictive vector quantization of images," IEEE Transactions on Acoustics Speech and Signal Processing, vol. 33, pp. 1208-1219, Nov. 1985.
21. R. M. Gray, "Vector quantization," IEEE ASSP Magazine, vol. 1, pp. 4-29, Apr. 1984.
22. S.-E. Qian, A.-B. Bollinger, D. Williams, and D. Manak, "Vector quantization using spectral index-based multiple subcodebooks for hyperspectral data compression," IEEE Transactions on Geoscience and Remote Sensing, vol. 38, no. 3, pp. 1183-1190, 2000.
23. M. J. Ryan and M. R. Pickering, "An improved M-NVQ algorithm for the compression of hyperspectral data," in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), vol. 2, pp. 600-602, 2000.
24. G. P. Abousleman, T.-T. Lam, and L. J. Karam, "Robust hyperspectral image coding with channel-optimized trellis-coded quantization," IEEE Transactions on Geoscience and Remote Sensing, vol. 40, no. 4, pp. 820-830, 2002.
25. H. S. Lee, N.-H. Younan, and R. L. King, "Hyperspectral image cube compression combining JPEG 2000 and spectral decorrelation," in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), vol. 6, pp. 3317-3319, 2000.
26. X. Tang, S. Cho, and W. A. Pearlman, "Comparison of 3D set partitioning methods in hyperspectral image compression featuring an improved 3DSPIHT," in Proceedings of the Data Compression Conference, p. 449, 2003.
27. T. Markas and J. Reif, "Multispectral image compression algorithms," in Proceedings of the Data Compression Conference, vol. 3, pp. 391-400, 1993.
28. G. P. Abousleman, M. W. Marcellin, and B. R. Hunt, "Hyperspectral image compression using using entropy-constrained predictive trellis coded quantization," IEEE Transactions on Image Processing, vol. 6, no. 7, pp. 566-573, 1997.
29. P.-L. Dragotti, G. Poggi, and R. P. Ragozini, "Compression of multispectral images by three-dimensional SPIHT algorithm," IEEE Transactions on Geoscience and Remote Sensing, vol. 38, no. 1, pp. 416-428, 2000.
30. N. D. Memon, "A bounded distortion compression scheme for hyperspectral data," in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), vol. 2, pp. 1039-1041, 1996.
31. A. Rao and S. Bhargava, "Multispectral data compression using bidirectional interband prediction," IEEE Trans, on Geoscience and Remote Sensing, vol. 34, no. 2, pp. 385-397, 1996.
32. S. R. Tate, "Band ordering in lossless compression of multispectral images," IEEE Transactions on Computers, vol. 46, pp. 477-483, Apr. 1997.
33. M. J. Ryan and J. F. Arnold, "A suitable distortion measure for the lossy compression of hyperspectral data," in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), vol. 4, pp. 2056-2058, 1998.
34. G. Motta, F. Rizzo, and J. A. Storer, "Compression of hyperspectral imagery," in Proceedings Data Compression Conference, pp. 333-342, Mar. 2003.
35. F. Rizzo, B. Garpentieri, G. Motta, and J. A. Storer, "High performance compression of hyperspectral imagery with reduced search complexity in the compressed domain," in Proceedings Data Compression Conference, pp. 479-488, 2004.
36. M. J. Ryan and J. F. Arnold, "The lossless compression of AVIRIS images by vector quantization," IEEE Transactions on Geoscience and Remote Sensing, vol. 35, pp. 546-550, May 1997.
37. M. R. Pickering and M. J. Ryan, "Efficient spatial-spectral compression of hyperspectral data," IEEE Transactions on Geoscience and Remote Sensing, vol. 39, no. 7, pp. 1536-1539, 2001.
38. B. Aiazzi, P. Alba, L. Alparone, and S. Baronti, "Lossless compression of multi/hyper-spectral imagery based on a 3-D fuzzy prediction," IEEE Transactions on Geoscience and Remote Sensing, vol. 37, no. 5, pp. 2287-2294, 1999.
39. S.-E. Qian, A. B. Hollinger, and Y. Hamiaux, "Study of real-time lossless data compression for hyperspectral imagery," in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), vol. 4, pp. 2038-2042, 1999.
40. R. E. Roger and M. G. Gavenor, "Lossless compression of AVIRIS images," IEEE Transactions on Image Processing, vol. 5, no. 5, pp. 713-719, 1996.
41. V. D. Vaughn and T. S. Wilkinson, "System considerations for multispectral image compression designs," IEEE Signal Processing Magazine, vol. 12, pp. 19-31, January 1995.
42. T. H. Gormen, G. E. Leiserson, R. L. Rivest, and G. Stein, Introduction to Algorithms. 2001. Second edition.
43. J. Edmonds, "Optimum branchings," Journal of Research of the National Bureau of Standards, vol. 71B, pp. 233-240, 1967.
44. R. E. Tarjan, "Finding optimum branchings," Networks, vol. 7, pp. 2-35, 1977.
45. H. N. Gabow, Z. Galil, T. Spencer, and R. E. Tarjan, "Efficient algorithms for finding minimum spanning trees in undirected and directed graphs," Combinatorica, vol. 6, no. 2, pp. 109-122, 1986.
46. P. Kopylov and P. Pranti, "Optimal layer ordering in the compression of map images," in Proceedings of the Data Compression Conference, pp. 323-332, 2003.
47. C. Bloom, "Dictionary coders (Izp)." http://www.cblooni.com/ src/ index-lz.html.
48. A. Simakov, "Shcodec home page." http://webcenter.ru/-xander/.
49. H. Peltola and J. Tarhio, "Ppmz for Linux." http://www.cs.hut. f i / u/ tarhio/ppmz/.
50. S. T. Lavavej, "bwtzip." http://nuwen.net/bwtzip.html.
51. M. Schindler, "Szip homepage." http://www.compressconsult.com/ s z i p / .
52. D. Debin, "Zzip homepage." http://debin.org/zzip/. Pp. 233-272