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Volumn 7, Issue 6, 2014, Pages 2237-2245

An operational approach to PCA+JPEG2000 compression of hyperspectral imagery

Author keywords

anomaly detection; classification; Hyperspectral image compression; linear unmixing

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DIGITAL IMAGE STORAGE; PRINCIPAL COMPONENT ANALYSIS; REMOTE SENSING; SPECTROSCOPY;

EID: 84905910763     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2013.2274527     Document Type: Article
Times cited : (39)

References (18)
  • 1
    • 84889872406 scopus 로고    scopus 로고
    • 3D wavelet-based compression of hyperspectral imagery
    • C.-I Chang, Ed. Hoboken, NJ, USA: Wiley ch. 14
    • J. E. Fowler and J. T. Rucker, "3D wavelet-based compression of hyperspectral imagery," in Hyperspectral Data Exploitation: Theory and Applications, C.-I Chang, Ed. Hoboken, NJ, USA: Wiley, 2007, ch. 14, pp. 379-407.
    • (2007) Hyperspectral Data Exploitation: Theory and Applications , pp. 379-407
    • Fowler, J.E.1    Rucker, J.T.2
  • 2
    • 31144441716 scopus 로고    scopus 로고
    • Progressive 3-D coding of hyperspectral images based on JPEG 2000
    • DOI 10.1109/LGRS.2005.859942
    • B. Penna, T. Tillo, E. Magli, and G. Olmo, "Progressive 3-D coding of hyperspectral images based on JPEG 2000," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 1, pp. 125-129, Jan. 2006. (Pubitemid 43131911)
    • (2006) IEEE Geoscience and Remote Sensing Letters , vol.3 , Issue.1 , pp. 125-129
    • Penna, B.1    Tillo, T.2    Magli, E.3    Olmo, G.4
  • 3
    • 34247544326 scopus 로고    scopus 로고
    • Transform coding techniques for lossy hyperspectral data compression
    • DOI 10.1109/TGRS.2007.894565
    • B. Penna, T. Tillo, E. Magli, and G. Olmo, "Transform coding techniques for lossy hyperspectral data compression," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 5, pp. 1408-1421, May 2007. (Pubitemid 46656082)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.5 , pp. 1408-1421
    • Penna, B.1    Tillo, T.2    Magli, E.3    Olmo, G.4
  • 4
    • 34247332661 scopus 로고    scopus 로고
    • Hyperspectral image compression using JPEG2000 and principal component analysis
    • DOI 10.1109/LGRS.2006.888109
    • Q. Du and J. E. Fowler, "Hyperspectral image compression using JPEG2000 and principal component analysis," IEEE Geosci. Remote Sens. Lett., vol. 4, no. 2, pp. 201-205, Apr. 2007. (Pubitemid 46645132)
    • (2007) IEEE Geoscience and Remote Sensing Letters , vol.4 , Issue.2 , pp. 201-205
    • Du, Q.1    Fowler, J.E.2
  • 5
    • 35348893285 scopus 로고    scopus 로고
    • Hyperspectral image compression employing a model of anomalous pixels
    • DOI 10.1109/LGRS.2007.903976
    • B. Penna, T. Tillo, E.Magli, and G. Olmo, "Hyperspectral image compression employing a model of anomalous pixels," IEEE Geosci. Remote Sens. Lett., vol. 4, no. 4, pp. 664-668, Oct. 2007. (Pubitemid 47588051)
    • (2007) IEEE Geoscience and Remote Sensing Letters , vol.4 , Issue.4 , pp. 664-668
    • Penna, B.1    Tillo, T.2    Magli, E.3    Olmo, G.4
  • 6
    • 55649112896 scopus 로고    scopus 로고
    • Anomaly-based JPEG2000 compression of hyperspectral imagery
    • Oct.
    • Q. Du, W. Zhu, and J. E. Fowler, "Anomaly-based JPEG2000 compression of hyperspectral imagery," IEEE Geosci. Remote Sens. Lett., vol. 5, no. 4, pp. 696-700, Oct. 2008.
    • (2008) IEEE Geosci. Remote Sens. Lett. , vol.5 , Issue.4 , pp. 696-700
    • Du, Q.1    Zhu, W.2    Fowler, J.E.3
  • 7
    • 0029405853 scopus 로고
    • Filtering random noise from deterministic signals via data compression
    • Nov.
    • B. K. Natarajan, "Filtering random noise from deterministic signals via data compression," IEEE Trans. Signal Process., vol. 43, no. 11, pp. 2595-2605, Nov. 1995.
    • (1995) IEEE Trans. Signal Process. , vol.43 , Issue.11 , pp. 2595-2605
    • Natarajan, B.K.1
  • 8
    • 79952042749 scopus 로고    scopus 로고
    • On the impact of lossy compression on hyperspectral image classification and unmixing
    • Mar.
    • F. Garća-V́lchez, J. Muñoz-Maŕ, M. Zortea, I. Blanes, V. González-Ruiz, G. Camps-Valls, A. Plaza, and J. Serra-Sagristà, "On the impact of lossy compression on hyperspectral image classification and unmixing," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 2, pp. 253-257, Mar. 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett. , vol.8 , Issue.2 , pp. 253-257
    • Garća-V́lchez, F.1
  • 10
    • 1842481516 scopus 로고    scopus 로고
    • Estimation of number of spectrally distinct signal sources in hyperspectral imagery
    • Mar.
    • C.-I. Chang and Q. Du, "Estimation of number of spectrally distinct signal sources in hyperspectral imagery," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 3, pp. 608-619, Mar. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.3 , pp. 608-619
    • Chang, C.-I.1    Du, Q.2
  • 12
    • 0025508756 scopus 로고
    • Adaptive multiple-band CFAR detection of an optical patterm with unknown spectral distribution
    • Oct.
    • I. S. Reed and X. Yu, "Adaptive multiple-band CFAR detection of an optical patterm with unknown spectral distribution," IEEE Trans. Acoust., Speech, Signal Process., vol. 38, no. 10, pp. 1760-1770, Oct. 1990.
    • (1990) IEEE Trans. Acoust., Speech, Signal Process. , vol.38 , Issue.10 , pp. 1760-1770
    • Reed, I.S.1    Yu, X.2
  • 13
    • 70350675080 scopus 로고    scopus 로고
    • A new algorithm for robust estimation of the signal subspace in hyperspectral images in the presence of rare signal components
    • Nov.
    • N. Acito, M. Diani, and G. Corsini, "A new algorithm for robust estimation of the signal subspace in hyperspectral images in the presence of rare signal components," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 11, pp. 3844-3856, Nov. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.11 , pp. 3844-3856
    • Acito, N.1    Diani, M.2    Corsini, G.3
  • 14
    • 70350300459 scopus 로고    scopus 로고
    • Segmented principal component analysis for parallel compression of hyperspectral imagery
    • Oct.
    • Q. Du, W. Zhu, H. Yang, and J. E. Fowler, "Segmented principal component analysis for parallel compression of hyperspectral imagery," IEEE Geosci. Remote Sens. Lett., vol. 6, no. 4, pp. 713-717, Oct. 2009.
    • (2009) IEEE Geosci. Remote Sens. Lett. , vol.6 , Issue.4 , pp. 713-717
    • Du, Q.1    Zhu, W.2    Yang, H.3    Fowler, J.E.4
  • 16
    • 84905916807 scopus 로고    scopus 로고
    • Hyperspectral image compression using segmented principal component analysis
    • B. Huang, Ed. New York, NY, USA: Springer ch. 11
    • W. Zhu, Q. Du, and J. E. Fowler, "Hyperspectral image compression using segmented principal component analysis," in Satellite Data Compression, B. Huang, Ed. New York, NY, USA: Springer, 2011, ch. 11, pp. 233-252.
    • (2011) Satellite Data Compression , pp. 233-252
    • Zhu, W.1    Du, Q.2    Fowler, J.E.3
  • 17
    • 84861732861 scopus 로고    scopus 로고
    • Performance evaluation of the H.264/AVC video coding standard for lossy hyperspectral image compression
    • Apr.
    • L. Santos, S. López, G. M. Callicó, J. F. López, and R. Sarmiento, "Performance evaluation of the H.264/AVC video coding standard for lossy hyperspectral image compression," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 5, no. 2, pp. 451-461, Apr. 2012.
    • (2012) J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.5 , Issue.2 , pp. 451-461
    • Santos, L.1    López, S.2    Callicó, G.M.3    López, J.F.4    Sarmiento, R.5
  • 18
    • 16444373735 scopus 로고    scopus 로고
    • Vertex component analysis: A fast algorithm to unmix hyperspectral data
    • Apr.
    • J. M. P. Nascimento and J. M. Bioucas Dias, "Vertex component analysis: A fast algorithm to unmix hyperspectral data," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 4, pp. 989-910, Apr. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.4 , pp. 989-910
    • Nascimento, J.M.P.1    Bioucas Dias, J.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.