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Volumn 7, Issue 4, 2014, Pages 1284-1294

An online coupled dictionary learning approach for remote sensing image fusion

Author keywords

Coupled dictionary; image fusion; remote sensing imagery; sparse representation (SR)

Indexed keywords

IMAGE FUSION; IMAGE RECONSTRUCTION; ITERATIVE METHODS;

EID: 84899929114     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2014.2310781     Document Type: Article
Times cited : (76)

References (36)
  • 1
    • 0032626567 scopus 로고    scopus 로고
    • Some terms of reference in data fusion
    • May
    • L. Wald, "Some terms of reference in data fusion," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 3, pp. 1190-1193, May 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens , vol.37 , Issue.3 , pp. 1190-1193
    • Wald, L.1
  • 3
    • 84897024579 scopus 로고    scopus 로고
    • Supervised segmentation of very high resolution images by the use of extended morphological attribute profiles and a sparse transform
    • Aug
    • J. Li, H. Zhang, and L. Zhang, "Supervised segmentation of very high resolution images by the use of extended morphological attribute profiles and a sparse transform," IEEE Geosci. Remote Sens. Lett., vol. 11, no. 8, pp. 1409-1413, Aug. 2014.
    • (2014) IEEE Geosci. Remote Sens. Lett , vol.11 , Issue.8 , pp. 1409-1413
    • Li, J.1    Zhang, H.2    Zhang, L.3
  • 4
    • 84896401103 scopus 로고    scopus 로고
    • Hyperspectral image classification by nonlocal joint collaborative representation with a locally adaptive dictionary
    • Aug., doi: 10.1109/TGRS.2013.2274875
    • J. Li, H. Zhang, Y. Huang, and L. Zhang, "Hyperspectral image classification by nonlocal joint collaborative representation with a locally adaptive dictionary," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 6, pp. 3707-3719, Aug. 2013, doi: 10.1109/TGRS.2013.2274875.
    • (2013) IEEE Trans. Geosci. Remote Sens , vol.52 , Issue.6 , pp. 3707-3719
    • Li, J.1    Zhang, H.2    Huang, Y.3    Zhang, L.4
  • 5
    • 37449034801 scopus 로고    scopus 로고
    • Optimal MMSE pansharpening of very high resolution multispectral images
    • Jan
    • A. Garzelli, F. Nencini, and L. Capobianco, "Optimal MMSE pansharpening of very high resolution multispectral images," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 1, pp. 228-236, Jan. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens , vol.46 , Issue.1 , pp. 228-236
    • Garzelli, A.1    Nencini, F.2    Capobianco, L.3
  • 6
    • 65049086239 scopus 로고    scopus 로고
    • A comparison between global and context-adaptive pansharpening of multispectral images
    • Apr
    • B. Aiazzi, S. Baronti, F. Lotti, and M. Selva, "A comparison between global and context-adaptive pansharpening of multispectral images," IEEE Geosci. Remote Sens. Lett., vol. 6, no. 2, pp. 302-306, Apr. 2009.
    • (2009) IEEE Geosci. Remote Sens. Lett , vol.6 , Issue.2 , pp. 302-306
    • Aiazzi, B.1    Baronti, S.2    Lotti, F.3    Selva, M.4
  • 7
    • 78650891876 scopus 로고    scopus 로고
    • Anew adaptive component-substitution-based satellite image fusion by using partial replacement
    • Jan
    • J. Choi, K. Yu, and Y. Kim, "Anew adaptive component-substitution- based satellite image fusion by using partial replacement," IEEE Geosci. Remote Sens., vol. 49, no. 1, pp. 295-309, Jan. 2011.
    • (2011) IEEE Geosci. Remote Sens , vol.49 , Issue.1 , pp. 295-309
    • Choi, J.1    Yu, K.2    Kim, Y.3
  • 9
    • 53349176951 scopus 로고    scopus 로고
    • Synthesis of multispectral images to high spatial resolution: A critical review of fusion methods based on remote sensing physics
    • May
    • C. Thomas, T. Ranchin, L. Wald, and J. Chanussot, "Synthesis of multispectral images to high spatial resolution: A critical review of fusion methods based on remote sensing physics," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 5, pp. 1301-1312, May 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens , vol.46 , Issue.5 , pp. 1301-1312
    • Thomas, C.1    Ranchin, T.2    Wald, L.3    Chanussot, J.4
  • 10
    • 8344221153 scopus 로고    scopus 로고
    • A fast intensity hue-saturation fusion technique with spectral adjustment for IKONOS imagery
    • Oct
    • T.-M. Tu, P. S. Huang, C.-L. Hung, and C.-P. Chang, "A fast intensity hue-saturation fusion technique with spectral adjustment for IKONOS imagery," IEEE Geosci. Remote Sens. Lett., vol. 1, no. 4, pp. 309-312, Oct. 2004.
    • (2004) IEEE Geosci. Remote Sens. Lett , vol.1 , Issue.4 , pp. 309-312
    • Tu, T.-M.1    Huang, P.S.2    Hung, C.-L.3    Chang, C.-P.4
  • 12
    • 0025919780 scopus 로고
    • Comparison of three different methods to merge multiresolution and multispectral data Landsat TM and SPOT panchromatic
    • Mar
    • P. S. Chavez, S. C. Sides, and J. A. Anderson, "Comparison of three different methods to merge multiresolution and multispectral data Landsat TM and SPOT panchromatic," Photogramm. Eng. Remote Sens., vol. 57, no. 3, pp. 295-303, Mar. 1991.
    • (1991) Photogramm. Eng. Remote Sens , vol.57 , Issue.3 , pp. 295-303
    • Chavez, P.S.1    Sides, S.C.2    Anderson, J.A.3
  • 14
    • 0022927458 scopus 로고
    • Color enhancement of highly correlated images: I. Decorrelation and HSI contrast stretches
    • DOI 10.1016/0034-4257(86)90044-1
    • A. R. Gillespie, A. B. Kahle, and R. E. Walker, "Color enhancement of highly correlated images. I. Decorrelation and HSI contrast stretches," Remote Sens. Environ., vol. 20, no. 3, pp. 209-235, Dec. 1986. (Pubitemid 17274429)
    • (1986) Remote Sensing of Environment , vol.20 , Issue.3 , pp. 209-235
    • Gillespie, A.R.1    Kahle, A.B.2    Walker, R.E.3
  • 17
    • 27844607355 scopus 로고    scopus 로고
    • Introduction of sensor spectral response into image fusion methods. Application to wavelet-based methods
    • DOI 10.1109/TGRS.2005.856106
    • X. Otazu, M. Gonzalez-Audicana, O. Fors, and J. Nunez, "Introduction of sensor spectral response into image fusion methods. Application to waveletbased methods," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 10, pp. 2376-2385, Oct. 2005. (Pubitemid 41637795)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.10 , pp. 2376-2385
    • Otazu, X.1    Gonzalez-Audicana, M.2    Fors, O.3    Nunez, J.4
  • 18
    • 0036821708 scopus 로고    scopus 로고
    • Context-driven fusion of high spatial and spectral resolution images based on oversampled multiresolution analysis
    • Oct
    • B. Aiazzi, L. Alparone, S. Baronti, and A. Garzelli, "Context-driven fusion of high spatial and spectral resolution images based on oversampled multiresolution analysis," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 10, pp. 2300-2312, Oct. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens , vol.40 , Issue.10 , pp. 2300-2312
    • Aiazzi, B.1    Alparone, L.2    Baronti, S.3    Garzelli, A.4
  • 19
    • 79151485703 scopus 로고    scopus 로고
    • A new pan-sharpening method using a compressed sensing technique
    • Feb
    • S. Li and B. Yang, "A new pan-sharpening method using a compressed sensing technique," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 2, pp. 738-746, Feb. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens , vol.49 , Issue.2 , pp. 738-746
    • Li, S.1    Yang, B.2
  • 20
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • Apr
    • D. L. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
    • (2006) IEEE Trans. Inf. Theory , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.L.1
  • 21
    • 84861187814 scopus 로고    scopus 로고
    • A practical compressed sensing-based pan-sharpening method
    • Jul
    • C. Jiang, H. Zhang, H. Shen, and L. Zhang, "A practical compressed sensing-based pan-sharpening method," IEEE Geosci. Remote Sens. Lett., vol. 9, no. 4, pp. 629-633, Jul. 2012.
    • (2012) IEEE Geosci. Remote Sens. Lett , vol.9 , Issue.4 , pp. 629-633
    • Jiang, C.1    Zhang, H.2    Shen, H.3    Zhang, L.4
  • 22
    • 84883814326 scopus 로고    scopus 로고
    • Remote sensing image fusion via sparse representations over learned dictionaries
    • Sep
    • S. Li, H. Yin, and L. Fang, "Remote sensing image fusion via sparse representations over learned dictionaries," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 9, pp. 4779-4789, Sep. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens , vol.51 , Issue.9 , pp. 4779-4789
    • Li, S.1    Yin, H.2    Fang, L.3
  • 23
    • 84885018469 scopus 로고    scopus 로고
    • A sparse image fusion algorithm with application to pan-sharpening
    • May
    • X. X. Zhu and R. Bamler, "A sparse image fusion algorithm with application to pan-sharpening," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 5, pp. 2827-2836, May 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens , vol.51 , Issue.5 , pp. 2827-2836
    • Zhu, X.X.1    Bamler, R.2
  • 24
    • 84903310623 scopus 로고    scopus 로고
    • Two-step sparse coding for the pan-sharpening of remote sensing images
    • doi: 10.1109/JSTARS.2013.2283236, to be published
    • C. Jiang, H. Zhang, H. Shen, and L. Zhang, "Two-step sparse coding for the pan-sharpening of remote sensing images," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., doi: 10.1109/JSTARS.2013.2283236, to be published.
    • IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens
    • Jiang, C.1    Zhang, H.2    Shen, H.3    Zhang, L.4
  • 26
    • 84905922593 scopus 로고    scopus 로고
    • A nonlocal weighted joint sparse representation classification method for hyperspectral imagery
    • doi: 10.1109/JSTARS.2013.2264720, to be published
    • H. Zhang, J. Li, Y. Huang, and L. Zhang, "A nonlocal weighted joint sparse representation classification method for hyperspectral imagery," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., doi: 10.1109/JSTARS.2013. 2264720, to be published.
    • IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens
    • Zhang, H.1    Li, J.2    Huang, Y.3    Zhang, L.4
  • 27
    • 77952740831 scopus 로고    scopus 로고
    • On the role of sparse and redundant representations in image processing
    • Jun
    • M. Elad, M. Figueiredo, and Y. Ma, "On the role of sparse and redundant representations in image processing," Proc. IEEE, vol. 98, no. 6, pp. 972-982, Jun. 2010.
    • (2010) Proc. IEEE , vol.98 , Issue.6 , pp. 972-982
    • Elad, M.1    Figueiredo, M.2    Ma, Y.3
  • 28
    • 33646365077 scopus 로고    scopus 로고
    • 1-norm solution is also the sparsest solution
    • DOI 10.1002/cpa.20132
    • D. L. Donoho, "Formost large underdetermined systems of linear equations, the minimal-norm near-solution approximates the sparsest near-solution," Commun. Pure Appl. Math., vol. 59, no. 6, pp. 797-829, Jun. 2006. (Pubitemid 43667226)
    • (2006) Communications on Pure and Applied Mathematics , vol.59 , Issue.6 , pp. 797-829
    • Donoho, D.L.1
  • 29
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • DOI 10.1137/S003614450037906X, PII S003614450037906X
    • S. Chen, D. Donoho, and M. Saunders, "Atomic decomposition by basis pursuit," SIAM Rev., vol. 43, no. 1, pp. 129-159, 2001. (Pubitemid 32406896)
    • (2001) SIAM Review , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.S.1    Donoho, D.L.2    Saunders, M.A.3
  • 30
    • 0001287271 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • Mar
    • R. Tibshirani, "Regression shrinkage and selection via the lasso," J. Roy. Stat. Soc. B., vol. 58, no. 1, pp. 267-288, Mar. 1996.
    • (1996) J. Roy. Stat. Soc. B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 31
    • 84866652383 scopus 로고    scopus 로고
    • Semi-coupled dictionary learning with applications to image super-resolution and photo-sketch image synthesis
    • S. Wang, L. Zhang, Y. Liang, and Q. Pan, "Semi-coupled dictionary learning with applications to image super-resolution and photo-sketch image synthesis," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2012, pp. 2216-2223.
    • (2012) Proc. IEEE Conf. Comput. Vis. Pattern Recognit , pp. 2216-2223
    • Wang, S.1    Zhang, L.2    Liang, Y.3    Pan, Q.4
  • 32
    • 84864128043 scopus 로고    scopus 로고
    • Coupled dictionary training for image super-resolution
    • Aug
    • J. Yang, Z. Wang, Z. Lin, S. Cohen, and T. Huang, "Coupled dictionary training for image super-resolution," IEEE Trans. Image Process., vol. 21, no. 8, pp. 3467-3478, Aug. 2012.
    • (2012) IEEE Trans. Image Process , vol.21 , Issue.8 , pp. 3467-3478
    • Yang, J.1    Wang, Z.2    Lin, Z.3    Cohen, S.4    Huang, T.5
  • 33
    • 0031284883 scopus 로고    scopus 로고
    • Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images
    • Jun
    • L. Wald, T. Ranchin, and M. Mangolini, "Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images," Photogramm. Eng. Remote Sens., vol. 63, no. 6, pp. 691-699, Jun. 1997.
    • (1997) Photogramm. Eng. Remote Sens , vol.63 , Issue.6 , pp. 691-699
    • Wald, L.1    Ranchin, T.2    Mangolini, M.3
  • 34
    • 37449020710 scopus 로고    scopus 로고
    • Comparison of pansharpening algorithms: Outcome of the 2006 GRSS data fusion contest
    • Oct
    • L. Alparone, L. Wald, J. Chanussot, C. Thomas, P. Gamba, and L. M. Bruce, "Comparison of pansharpening algorithms: Outcome of the 2006 GRSS data fusion contest," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 10, pp. 3012-3021, Oct. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.10 , pp. 3012-3021
    • Alparone, L.1    Wald, L.2    Chanussot, J.3    Thomas, C.4    Gamba, P.5    Bruce, L.M.6
  • 35
    • 84862823369 scopus 로고    scopus 로고
    • A super-resolution reconstruction algorithm for hyperspectral images
    • Sep
    • H. Zhang, H. Shen, and L. Zhang, "A super-resolution reconstruction algorithm for hyperspectral images," Signal Process., vol. 92, no. 9, pp. 2082-2096, Sep. 2012.
    • (2012) Signal Process , vol.92 , Issue.9 , pp. 2082-2096
    • Zhang, H.1    Shen, H.2    Zhang, L.3
  • 36
    • 8344284251 scopus 로고    scopus 로고
    • A global quality measurement of pan-sharpened multispectral imagery
    • Oct
    • L. Alparone, S. Baronti, A. Garzelli, and F. Nencini, "A global quality measurement of pan-sharpened multispectral imagery," IEEE Geosci. Remote Sens. Lett., vol. 1, no. 4, pp. 313-317, Oct. 2004.
    • (2004) IEEE Geosci. Remote Sens. Lett , vol.1 , Issue.4 , pp. 313-317
    • Alparone, L.1    Baronti, S.2    Garzelli, A.3    Nencini, F.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.