Advanced methods for onboard lossless compression of hyperspectral data

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5208, Issue , 2004, Pages 117-128

  Aiazzi, Bruno ^a   Alparone, Luciano ^b   Baronti, Stefano ^a   Bertoli, Andrea ^c   Lastri, Cinzia ^a   Lotti, Franco ^a   Magli, Enrico ^d   Olmo, Gabriella ^d   Penna, Barbara ^d  

^a IFAC CNR   (Italy)

^b UNIVERSITY OF FLORENCE   (Italy)

^c Carlo Gavazzi Space SpA   (Italy)

^d POLITECNICO DI TORINO   (Italy)

Author keywords

Band Interleaved by Line (BIL); CCSDS Rice encoder; Computational complexity; Differential Pulse Code Modulation (DPCM); Hyperspectral imagery; Interframe prediction; Lossless data compression; Satellite remote sensing

Indexed keywords

ALGORITHMS; CODES (SYMBOLS); COMPUTATIONAL COMPLEXITY; CORRELATION METHODS; DECODING; FEATURE EXTRACTION; IMAGE CODING; IMAGING TECHNIQUES; REMOTE SENSING; SATELLITES;

BAND-INTERLEAVED BY LINE (BIL); CCSDS RICE ENCODERS; DIFFERENTIAL PULSE CODE MODULATION (DPCM); HYPERSPECTRAL (HS) IMAGERY; INTERFRAME PREDICTION; LOSSLESS DATA COMPRESSION; SATELLITE REMOTE SENSING;

DATA COMPRESSION;

EID: 1842737592     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. V. D. Vaughn and T. S. Wilkinson, "System considerations for multispectral image compression design," IEEE Signal Processing Magazine 12, pp. 19-31, Jan. 1995.
2. Consultative Committee for Space Data Systems, CCSDS 120.0-B-1, Lossless Data Compression: Recommendation for Space Data Systems Standards (Blue Book), May 1997.
3. ISO TC 20/SC 13/ICS 49.140, 15887-2000: Space data and information transfer systems - Data systems - Lossless data compression, 12-10-2000.
4. S.-E. Qian, A. B. Hollinger, and Y. Hamiaux, "Study of real-time lossless data compression for hyperspectral imgery," in Proc. IEEE Int. Geoscience And Remote Sensing Symposium, pp. 2038-2042, 1999.
5. B. Aiazzi, L. Alparone, A. Barducci, S. Baronti, and I. Pippi, "Information-theoretic assessment of sampled hyper-spectral imagers," IEEE Trans. Geosci. Remote Sensing 39, pp. 1447-1458, July 2001.
6. M. J. Weinberger, G. Seroussi, and G. Sapiro, "The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS," IEEE Trans. Image Processing 9, pp. 1309-1324, Aug. 2000.
7. B. Aiazzi, P. Alba, L. Alparone, and S. Baronti, "Lossless compression of multi/hyper-spectral imagery based on a 3-D fuzzy prediction," IEEE Trans. Geosci. Remote Sensing 37, pp. 2287-2294, Sep. 1999.
8. B. Aiazzi, L. Alparone, and S. Baronti, "Fuzzy logic-based matching pursuits for lossless predictive coding of still images," IEEE Trans. Fuzzy Systems 10, pp. 473-483, Aug. 2002.
9. B. Aiazzi, L. Alparone, and S. Baronti, "Near-lossless compression of 3-D optical data," IEEE Trans. Geosci. Remote Sensing 39, pp. 2547-2557, Nov. 2001.
10. B. Aiazzi, L. Alparone, S. Baronti, and L. Santurri, "Near-lossless compression of multi/hyperspectral images based on a fuzzy-matching-pursuits interband prediction," in Image and Signal Processing for Remote Sensing VII, S. B. Serpico, ed., Proc. SPIE 4541, pp. 252-263, 2002.
11. B. Aiazzi, L. Alparone, and S. Baronti, "Context modeling for near-lossless image coding," IEEE Signal Processing Lett. 9(3), pp. 77-80, 2002.