Optics and Precision Engineering, Volume. 21, Issue 8, 2201(2013)

Hyperspectral imagery compression via linear prediction and lookup tables

SONG Jin-wei*... ZHANG Zhong-wei and CHEN Xiao-min |Show fewer author(s)
Author Affiliations
  • [in Chinese]
  • show less
    References(24)

    [1] [1] MIELIKAINEN J. Lossless compression of hyperspectral images using lookup tables [J]. IEEE Signal Processing Letters, 2006, 13(3): 157-160.

    [2] [2] CCSDS. Lossless multispectral & hyperspectral image compression 123.0-B-1 [S]. CCSDS: CCSDS, 2012.

    [3] [3] RYAN M J, ARNOLD J F. Lossy compression of hyperspectral data using vector quantization [J]. Remote Sensing Environ., 1997, 61(3): 419-136.

    [4] [4] WU X L, MEMON N. Context-based lossless interband compression-Extending CALIC [J]. IEEE Transactions on Image Processing, 2000, 9(6): 994-1001.

    [5] [5] MAGLI E. Multiband lossless compression of hyperspectral images [J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(4): 1168-1178.

    [6] [6] AIAZZI B, ALBA P, ALPARONE L, et al.. Lossless compression of multi/hyper-spectral imagery based on a 3-D fuzzy prediction [J]. IEEE Transactions on Geoscience and Remote Sensing, 1999, 37(5): 2287-2294.

    [7] [7] AIAZZI B, ALPARONE L, BARONTI S, et al.. Crisp and fuzzy adaptive spectral predictions for lossless and near-lossless compression of hyperspectral imagery [J]. IEEE Geoscience and Remote Sensing Letters, 2007, 4(4): 532-536.

    [8] [8] MIELIKAINEN J, TOIVANEN P. Clustered DPCM for the lossless compression of hyperspectral images [J]. IEEE Transactions on Geoscience and Remote Sensing, 2003, 41(12): 2943-2946.

    [10] [10] LIN C C,HWANG Y T. Lossless compression of hyperspectral images using adaptive prediction and backward search schemes [J]. Journal of Information Science and Engineering, 2011, 27(2): 419-435.

    [11] [11] LI J, JIN X L, LI G N. Lossless compression of hyperspectral image for space-borne application [J]. Spectroscopy and Spectral Analysis, 2012,(33): 2264-2269. (in Chinese)

    [12] [12] SONG J, WU CH K, ZHANG J, et al.. Lossless compression of hyperspectral images based on classification and coset coding [J]. Journal of Electronics & Information Technology, 2011, 33(1): 231-234. (in Chinese)

    [13] [13] SONG J, LI Y S, WU CH K, et al.. Lossless and near-lossless compression of hyperspectral images based on search for L∞minimum and coset coding [J].Act a Electronica Sinica, 2011,39(7) : 1551-1555. (in Chinese)

    [14] [14] ZHANG W, TIAN F. Layered lossless compression scheme of hyperspectral image [J]. Journal of Chinese Computer Systems,2011, 32 (12): 2499-2503. (in Chinese)

    [15] [15] ZHANG W, TIAN F. Layered near-lossless compression scheme of hyperspectral image in airborne remote sensing system [J]. Computer Science.,2012, 39 (7): 293-312. (in Chinese)

    [17] [17] WAN J W, NIAN Y J, SU L H, et al.. Research progress on hyperspectral imagery compression technique [J]. Signal Processing,2010,26(9): 1397-1407. (in Chinese)

    [19] [19] CIZNICKI M, KUROWSKI K, PLAZA A. Graphics processing unit implementation of JPEG2000 for hyperspectral image compression [EB/OL]. (2012-06) http: //spiedigitallibrary.org/ on 12/11/2012 Terms of Use: http: //spiedl.org/terms.

    [20] [20] KIELY A B, KLIMESH M A. Exploiting calibration-induced artifacts in lossless compression of hyperspectral imagery [J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(8): 2672-2678.

    [21] [21] SANCHEZ J E, AUGE E, SANTALO J, et al.. Review and implementation of the emerging CCSDS recommended standard for multispectral and hyperspectral lossless image coding [C]. 2011 First International Conference on Data Compression, Communications and Processing, 2011.

    [22] [22] MIELIKAINEN J, TOIVANEN P. Lossless compression of hyperspectral images using a quantized index to lookup tables [J]. IEEE Geoscience and Remote Sensing Letters, 2008, 5(3): 474-478.

    [23] [23] LIN C C,HWANG Y T. An efficient lossless compression scheme for hyperspectral images using two-stage prediction [J]. IEEE Geoscience and Remote Sensing Letters, 2011, 7(3): 558-562.

    [24] [24] PORSANI M, ULRYCH T J. Levinson type extensions for non toeplitz systems[J]. IEEE Transactions on Signal Processing, 1991, 39(2): 366-375.

    CLP Journals

    [1] GAO Fang, LIU Yu, GUO Shu-xu. Lossless compression of hyperspectral images using backward search in context window[J]. Optics and Precision Engineering, 2015, 23(8): 2376

    [2] ZHANG Ning, FENG Shu-yi, PU Jian-fu, SHEN Ji, WU Hong-song, LI Xian, ZHANG Lei. Dynamic rate control for CCSDS nearly lossless compression of multispectral remote image[J]. Optics and Precision Engineering, 2015, 23(6): 1783

    [3] HE Fang, WANG Rong, YU Qiang, JIA Wei-min. Feature Extraction of Hyperspectral Images of Weighted Spatial and Spectral Locality Preserving Projection (WSSLPP)[J]. Optics and Precision Engineering, 2017, 25(1): 263

    Tools

    Get Citation

    Copy Citation Text

    SONG Jin-wei, ZHANG Zhong-wei, CHEN Xiao-min. Hyperspectral imagery compression via linear prediction and lookup tables[J]. Optics and Precision Engineering, 2013, 21(8): 2201

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Jan. 18, 2013

    Accepted: --

    Published Online: Sep. 6, 2013

    The Author Email: Jin-wei SONG (songjinwei1983@gmail.com)

    DOI:10.3788/ope.20132108.2201

    Topics