Vector-lifting schemes for lossless coding and progressive archival of multispectral images

IEEE Transactions on Geoscience and Remote Sensing

Volumn 40, Issue 9, 2002, Pages 2011-2024

  Benazza Benyahia, Amel ^a   Pesquet, Jean Christophe ^b   Hamdi, Mohamed ^c  

^a UNIVERSITY OF CARTHAGE   (Tunisia)

^b Université de Marne la Vallée   (France)

^c NONE

Author keywords

Filter banks; Lifting schemes; Lossless coding; Multispectral images; Progressive coding; Satellite imaging

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DIGITAL IMAGE STORAGE; IMAGE CODING; IMAGE ENHANCEMENT; IMAGE QUALITY; IMAGE RECONSTRUCTION; INFRARED IMAGING; RADIOMETERS; REMOTE SENSING; SIGNAL TO NOISE RATIO;

FILTER BANKS; LOSSLESS CODING; MULTISPECTRAL IMAGES; PROGRESSIVE CODING; SATELLITE IMAGING; VECTOR-LIFTING SCHEMES;

IMAGE COMPRESSION;

EID: 0036763045     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2002.803845     Document Type: Article

References (51)

1. A. Said and W. A. Pearlman, "An image multiresolution representation for lossless and lossy compression," IEEE Trans. Image Processing, vol. 5, pp. 1303-1310, Sept. 1996.
2. A. R. Calderbank, I. Daubechies, W. Sweldens, and B.-L. Yeo, "Wavelet transforms that map integers to integers," J. Appl. Comput. Harmon. Anal., vol. 5, no. 3, pp. 332-369, 1998.
3. F. Hampson and J.-C. Pesquet, "M-band nonlinear subband decompositions with perfect reconstruction," IEEE Trans. Image Processing, vol. 7, pp. 1547-1560, Nov. 1998.
4. H. J. A. M. Heijmans and J. Goutsias, "Nonlinear multiresolution signal decomposition schemes - Part II: Morphological wavelets," IEEE Trans. Image Processing, vol. 9, pp. 1897-1913, Nov. 2000.
5. M. D. Adams and F. Kossentini, "Reversible integer-to-integer wavelet transforms for image compression: Performance evaluation and analysis," IEEE Trans. Image Processing, vol. 9, pp. 1010-1024, June 2000.
6. ISO, "Information technology-JPEG 2000 image coding system: Core coding system,", ISO/IEC FCD1 15444-1, 2000.
7. G. Vane, Ed., Airbone Visible/Infrared Imaging Spectrometer (AVIRIS). A Description of the Sensor, Ground Data Processing Facility, Laboratory Calibration and First Results. Pasadena, CA: Jet Propulsion Lab., 1987, pp. 87-38.
8. M. J. Ryan and J. F. Arnold, "The lossless compression of AVIRIS images by vector quantization," IEEE Geosci. Remote Sensing, vol. 35, pp. 546-550, May 1997.
9. A. Baskurt, H. Benoit-Cattin, and C. Odet, "On a 3D medical image coding method using a separable 3D wavelet transform," in Proc. SPIE Conf. Medical Imaging: Image Display, vol. 2431, Y. Kim, Ed., San Diego, CA, Feb.-Mar. 26-2, 1995, pp. 184-194.
10. A. Bilgin, G. Zweig, and M. W. Marcellin, "Three-dimensional image compression with integer wavelet transforms," Appl. Opt., vol. 39, no. 11, pp. 1799-1814, Apr. 2000.
11. N. Memon and X. Wu, "Recent developments in context-based predictive techniques for lossless image compression," Comput. J., vol. 40, no. 2, pp. 127-136, 1997.
12. ISO/IEC, "Information technology-digital compression and coding of continuous-tone still images: Requirements and guidelines,", JEPG, ISO/IEC 10 918-1, 1994.
13. S. A. Martucci, "Reversible compression of HDTV images using median adaptive prediction and arithmetic coding," in Proc. IEEE ICSC, vol. 2, New Orleans, LA, May 1-3, 1990, pp. 1310-1313.
14. X. Wu and N. D. Memon, "Context-based adaptive lossless image coding," IEEE Trans. Commun., vol. 45, pp. 437-444, Apr. 1997.
15. K. Arai, "Preliminary study on information lossy and lossless coding data compression for the archiving of ADEOS data," IEEE Geosci. Remote Sensing, vol. 28, pp. 732-734, July 1990.
16. J. C. Tilton, D. Han, and M. Manohar, "Compression experiments with AVHRR data," in Proc. Data Compression Conf., J. A. Storer and J. H. Reif. Eds., Apr. 1991, pp. 411-420.
17. P. G. Howard and J. S. Vitter, "New methods for lossless image compression using arithmetic coding," Inform. Processing Management, 28, no. 6, pp. 765-779, Nov. 1992.
18. "Lossless data compression, CCSDS recommendation for space data systems standards," Washington, DC, Blue Book 120.0-B-1, 1997.
19. "Lossless data compression, CCSDS report concerning space data systems standards," Washington, DC, Green Book, 120.0-G-1, 1997.
20. R. F. Rice, "Some practical universal noiseless coding techniques," Jet Propulsion Lab., Pasadena, CA, Tech. Rep. JPL-79-22, 1979.
21. P. S. Yeh et al., "On the optimality of a universal lossless coder," in Proc. AIAA Computing in Aerospace 9 Conf., San Diego, CA, Oct. 19-21, 1993, pp. 490-498.
22. S. E. Qian, A. B. Hollinger, and Y. Hamiaux, "Study of real-time data compression for hyperspectral imagery," in Proc. IGARSS, vol. 4, June-July 1999, pp. 2038-2042.
23. G. Mozelle, T. Zaharia, F. Prêteux, and F. Cabot, "Lossless and nearly-lossless compression of multispectral SPOT images," in Proc. SPIE Conf. Nonlinear Image Processing IX, IS&T/SPIE Symp. Electronic Imaging, Science and Technology'98, vol. 3304, San Jose, CA, Jan. 1998, pp. 288-305.
24. G. Mozelle, "Compression de données multiples et dynamiques," Doctorat thesis, Univ. Paris V, France, 1998.
25. R. E. Roger and J. F. Arnold, "Reversible image compression bounded by noise," IEEE Geosci. Remote Sensing, vol. 32, pp. 19-24, Jan. 1994.
26. G. Mozelle, F. Prêteux, C. I. Fetita, and F. Cabot, "Lossless compression of multispectral SPOT images," in Proc. SPIE Conf. Nonlinear Image Processing VIII, IS&T/SPIE Symp. Electronic Imaging, Science and Technology'97, vol. 3026, San Jose, CA, Feb. 1997, pp. 248-261.
27. R. E. Roger and M. C. Cavenor, "Lossless compression of AVIRIS images," IEEE Trans. Image Processing, vol. 5, pp. 713-719, May 1996.
28. B. Aiazzi, P. Alba, L. Alparone, and S. Baronti, "Lossless compression of multi/hyper-spectral imagery based on a 3-D fuzzy prediction," IEEE Geosci. Remote Sensing, vol. 37, pp. 2287-2289, Sept. 1999.
29. G. Gelli and G. Poggi, "Compression of multispectral images by spectral classification and transform coding," IEEE Trans. Image Processing, vol. 8, pp. 476-489, Apr. 1999.
30. X. Wu and N. D. Memon, "Context-based interband compression-extending CALIC," IEEE Trans. Image Processing, vol. 9, pp. 994-1001, June 2000.
31. N. D. Memon, K. Sayood, and S. S. Magliveras, "Lossless compression of multispectral image data," IEEE Geosci. Remote Sensing, vol. 32, pp. 282-289, Mar. 1994.
32. Z. Arnavut, "Permutations and predictions for lossless compression of multispectral TM images," IEEE Geosci. Remote Sensing, vol. 36, pp. 999-1003, May 1998.
33. P. P. Vaidyanathan, Multirate Systems and Filter Banks. Englewood Cliffs, NJ: Prentice-Hall, 1993.
34. M. D. Adams, "Reversible wavelet transforms and their applications to embedded image compression," Master's thesis, Univ. Victoria, BC, Canada, 1998.
35. A. Benazza-Benyahia, F. J. Hampson, and J.-C. Pesquet, "Progressive and lossless image coding using rank-order filters," in IASTED Int. Conf. Signal Processing and Communications, Gran Canary, Spain, Feb. 11-13, 1998, pp. 341-344.
36. A. Benazza-Benyahia and J.-C. Pesquet, "A unifying framework for lossless and progressive image coding," Pattern Recognit., vol. 35, no. 3, pp. 627-638, Dec. 2001.
37. W. Sweldens, "The lifting scheme: A custom design of biorthogonal wavelets," J. Appl. Comput. Harmon. Anal., vol. 3, no. 2, pp. 186-200, 1996.
38. A. Benazza-Benyahia, Z. Belhadj, J.-C. Pesquet, and M. Hamdi, "Reversible and progressive coding of multispectral SPOT images", in Proc. IGARSS, vol. 2, July 2001, pp. 582-584.
39. A. Benazza-Benyahia, J.-C. Pesquet, and M. Hamdi, "Lossless coding for progressive archival of multispectral images," in Proc. ICASSP, vol. 3, May 2001, pp. 1817-1820.
40. J. M. Shapiro, "Embedded image coding using zerotrees of wavelet coefficients," IEEE Trans. Signal Processing, vol. 41, pp. 3445-3462, Dec. 1993.
41. A. Said and W. A. Pearlman, "A new fast and efficient image codec based on set partitioning in hierarchical trees," IEEE Trans. Circuits Syst. Video Technol., vol. 6, pp. 243-250, June 1996.
42. A. Benazza-Benyahia and J.-C. Pesquet, "Progressive and lossless image coding using optimized nonlinear subband decompositions," in Proc. IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, (NSIP'99), vol. 2, Antalya, Turkey, June 20-23, 1999, pp. 761-765.
43. Ö. N. Gerek and A.E. Çetin, "Adaptive polyphase subband decomposition structures for image compression," IEEE Trans. Image Processing, vol. 9, pp. 1649-1660, Oct. 2000.
44. R. Öktem, Ö. N. Gerek, E. Çetin, L. Öktem, and K. Egiazarian, "Adaptive filter banks for lossless image compression," in IEEE ICASSP, vol. 3, Salt Lake City, UT, May 7-11, 2001, pp. 1809-1812.
45. S. R. Tate, "Band ordering in lossless compression of multispectral images," IEEE Trans. Computers, vol. 46, pp. 477-483, Apr. 1997.
46. J. Wang, K. Zhang, and S. Tang, "Spectral and spatial decorrelation of landsat-TM data for lossless compression," IEEE Geosci. Remote Sensing, vol. 33, pp. 1277-1285, Sept. 1995.
47. B. Aiazzi, P. S. Alba, and L. Alparone, "Reversible compression of multispectral imagery through inter-band fuzzy prediction and context coding," in Proc. IGARSS, vol. 5, Seattle, WA, July 6-10, 1998, pp. 2685-2687.
48. S. Van Assche, W. Philips, and I. Lemahieu, "Lossless compression of pre-press images using a novel color decorrelation technique," Pattern Recognit., vol. 32, pp. 435-441, 1999.
49. M. J. Gormish, E. L. Schwaertz, and A. Keith et al., "Lossless and nearly lossless compression for high quality images," in Proc. SPIE/IS&T Conf. Very High Resolution and Imaging II, vol. 3025 San Jose, CA, Feb. 1997, pp. 62-70.
50. T. Nakachi, T. Fujii, and J. Suzuki, "Lossless and near lossless compression still color images," in Proc. ICIP, vol. 1, Oct. 1999, pp. 453-457.
51. P. Hao and Q. Shi, "Comparative study of color transforms for image coding and derivation of integer reversible color transform," in Proc. ICPR, vol. 3, Barcelona, Spain, Sept. 3-8, 2000, pp. 228-231.