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Volumn 5, Issue 1, 2012, Pages 150-178

A variational approach for sharpening high dimensional images

Author keywords

Hyperspectral; Image fusion; Multispectral; Pan sharpening; Variational

Indexed keywords

ALTERNATING DIRECTIONS; CONVERGENCE SPEED; DESCENT METHOD; EARTH-OBSERVING SATELLITES; GRAY-SCALE IMAGES; HIGH RESOLUTION; HIGH-DIMENSIONAL; HIGH-DIMENSIONAL IMAGES; HIGHER-DIMENSIONAL; HYPERSPECTRAL; HYPERSPECTRAL DATA; INFRARED SPECTRUM; MULTISPECTRAL; NEAR INFRARED; PAN-SHARPENING; QUICKBIRD; RED GREEN BLUES; SPATIAL RESOLUTION; SPECTRAL BAND; SPECTRAL CHARACTERISTICS; SPECTRAL IMAGES; SPECTRAL INFORMATION; VARIATIONAL; VARIATIONAL APPROACHES; VARIATIONAL METHODS;

EID: 84856705685     PISSN: None     EISSN: 19364954     Source Type: Journal    
DOI: 10.1137/100810356     Document Type: Article
Times cited : (89)

References (51)
  • 1
    • 0036821708 scopus 로고    scopus 로고
    • Context-driven fusion of high spatial and spectral resolution images based on oversampled multiresolution analysis
    • 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 Sensing, 40 (2002), pp. 2300-2312.
    • (2002) IEEE Trans. Geosci. Remote Sensing , vol.40 , pp. 2300-2312
    • Aiazzi, B.1    Alparone, L.2    Baronti, S.3    Garzelli, A.4
  • 2
    • 84876760122 scopus 로고    scopus 로고
    • Generalized Laplacian pyramid-based fusion of MS+P image data with spectral distortion minimization
    • in, Graz, Austria
    • B. Aiazzi, L. Alperone, S. Baronti, I. Pippi, and M. Selva, Generalized Laplacian pyramid-based fusion of MS+P image data with spectral distortion minimization, in ISPRS Commission III Symposium 2002, Graz, Austria, 2002.
    • (2002) ISPRS Commission III Symposium 2002
    • Aiazzi, B.1    Alperone, L.2    Baronti, S.3    Pippi, I.4    Selva, M.5
  • 6
    • 49949144765 scopus 로고
    • The relaxation method of finding the common point of convex sets and its application to the solution of problems in convex programming
    • L. M. Bregman, The relaxation method of finding the common point of convex sets and its application to the solution of problems in convex programming, USSR Comput. Math. Math. Phys., 7 (1967), pp. 200-217.
    • (1967) USSR Comput. Math. Math. Phys. , vol.7 , pp. 200-217
    • Bregman, L.M.1
  • 7
    • 6444243748 scopus 로고    scopus 로고
    • Convergence rates of convex variational regularization
    • M. Burger and S. Osher, Convergence rates of convex variational regularization, Inverse Problems, 20 (2004), pp. 1411-1421.
    • (2004) Inverse Problems , vol.20 , pp. 1411-1421
    • Burger, M.1    Osher, S.2
  • 8
    • 36549078210 scopus 로고    scopus 로고
    • Error estimation for Bregman iterations and inverse scale space methods in image restoration
    • M. Burger, E. Resmerita, and L. He, Error estimation for Bregman iterations and inverse scale space methods in image restoration, Computing, 81 (2007), pp. 109-135.
    • (2007) Computing , vol.81 , pp. 109-135
    • Burger, M.1    Resmerita, E.2    He, L.3
  • 10
    • 0030532987 scopus 로고    scopus 로고
    • Application of ADI iterative methods to the restoration of noisy images
    • D. Calvetti and L. Reichel, Application of ADI iterative methods to the restoration of noisy images, SIAM J. Matrix Anal. Appl., 17 (1996), pp. 165-186.
    • (1996) SIAM J. Matrix Anal. Appl. , vol.17 , pp. 165-186
    • Calvetti, D.1    Reichel, L.2
  • 11
    • 33750912248 scopus 로고    scopus 로고
    • Edge-forming methods for image zooming
    • Y. Cha and S. Kim, Edge-forming methods for image zooming, J. Math. Imaging Vision, 25 (2006), pp. 353-364.
    • (2006) J. Math. Imaging Vision , vol.25 , pp. 353-364
    • Cha, Y.1    Kim, S.2
  • 12
    • 0031492191 scopus 로고    scopus 로고
    • Image recovery via total variation minimization and related problems
    • A. Chambolle and P.-L. Lions, Image recovery via total variation minimization and related problems, Numer. Math., 76 (1997), pp. 167-188.
    • (1997) Numer. Math. , vol.76 , pp. 167-188
    • Chambolle, A.1    Lions, P.-L.2
  • 13
    • 33750597174 scopus 로고    scopus 로고
    • A total variation wavelet inpainting model with multilevel fitting parameters
    • T. F. Chan, J. Shen, and H.-M. Zhou, A total variation wavelet inpainting model with multilevel fitting parameters, Proc. SPIE, 6313 (2006), p. 63130C.
    • (2006) Proc. SPIE , vol.6313
    • Chan, T.F.1    Shen, J.2    Zhou, H.-M.3
  • 15
    • 0036555949 scopus 로고    scopus 로고
    • Redundant versus orthogonal wavelet decomposition for multisensor image fusion
    • Y. Chibani and A. Houacine, Redundant versus orthogonal wavelet decomposition for multisensor image fusion, Pattern Recognition, 36 (2003), pp. 879-887.
    • (2003) Pattern Recognition , vol.36 , pp. 879-887
    • Chibani, Y.1    Houacine, A.2
  • 16
    • 33744759890 scopus 로고    scopus 로고
    • A new intensity-hue-saturation fusion approach to image fusion with a tradeoff parameter
    • M. Choi, A new intensity-hue-saturation fusion approach to image fusion with a tradeoff parameter, IEEE Trans. Geosci. Remote Sensing, 44 (2006), pp. 1672-1682.
    • (2006) IEEE Trans. Geosci. Remote Sensing , vol.44 , pp. 1672-1682
    • Choi, M.1
  • 17
    • 78649798872 scopus 로고    scopus 로고
    • An improved intensity-hue-saturation method for IKONOS image fusion
    • submitted; also available online from
    • M. Choi, H.-C. Kim, N. I. Cho, and H. O. Kim, An improved intensity-hue-saturation method for IKONOS image fusion, Int. J. Remote Sensing, submitted; also available online from http://amath.kaist.ac.kr/research/paper/06-9.pdf.
    • Int. J. Remote Sensing
    • Choi, M.1    Kim, H.-C.2    Cho, N.I.3    Kim, H.O.4
  • 19
    • 42649129042 scopus 로고    scopus 로고
    • A wavelet-Laplace variational technique for image deconvolution and inpainting
    • J. Dobrosotskaya and A. L. Bertozzi, A wavelet-Laplace variational technique for image deconvolution and inpainting, IEEE Trans. Image Process., 17 (2008), pp. 657-663.
    • (2008) IEEE Trans. Image Process. , vol.17 , pp. 657-663
    • Dobrosotskaya, J.1    Bertozzi, A.L.2
  • 20
    • 84984083796 scopus 로고
    • Numerical solution of two-dimensional heat-flow problems
    • J. Douglas and D. W. Peaceman, Numerical solution of two-dimensional heat-flow problems, AIChE J., 1 (1955), pp. 505-512.
    • (1955) AIChE J. , vol.1 , pp. 505-512
    • Douglas, J.1    Peaceman, D.W.2
  • 25
    • 84969334819 scopus 로고    scopus 로고
    • The split Bregman method for L1 regularized problems
    • T. Goldstein and S. Osher, The split Bregman method for L1 regularized problems, SIAM J. Imaging Sci., 2 (2009), pp. 323-343.
    • (2009) SIAM J. Imaging Sci. , vol.2 , pp. 323-343
    • Goldstein, T.1    Osher, S.2
  • 26
    • 33744755091 scopus 로고    scopus 로고
    • A low computational-cost method to fuse IKONOS images using the spectral response function of its sensors
    • M. Gonzalez-Audicana, X. Otazu, O. Fors, and J. Alvarez-Mozos, A low computational-cost method to fuse IKONOS images using the spectral response function of its sensors, IEEE Trans. Geosci. Remote Sensing, 44 (2006), pp. 1683-1691.
    • (2006) IEEE Trans. Geosci. Remote Sensing , vol.44 , pp. 1683-1691
    • Gonzalez-Audicana, M.1    Otazu, X.2    Fors, O.3    Alvarez-Mozos, J.4
  • 27
    • 51049104264 scopus 로고    scopus 로고
    • Google, Inc
    • Google, Inc., Google Maps, http://maps.google.com.
    • Google Maps
  • 31
    • 4544240733 scopus 로고    scopus 로고
    • Noise removal using smoothed normals and surface fitting
    • O. M. Lysaker, S. Osher, and X.-C. Tai, Noise removal using smoothed normals and surface fitting, IEEE Trans. Image Process., 13 (2004), pp. 1345-1357.
    • (2004) IEEE Trans. Image Process. , vol.13 , pp. 1345-1357
    • Lysaker, O.M.1    Osher, S.2    Tai, X.-C.3
  • 32
    • 0013212026 scopus 로고    scopus 로고
    • Mathematical analysis of a model which combines total variation and wavelet for image restoration
    • F. Malgouyres, Mathematical analysis of a model which combines total variation and wavelet for image restoration, J. Inform. Process., 2 (2002), pp. 1-10.
    • (2002) J. Inform. Process. , vol.2 , pp. 1-10
    • Malgouyres, F.1
  • 37
    • 19844370110 scopus 로고    scopus 로고
    • An iterative regularization method for total variation-based image restoration
    • S. Osher, M. Burger, D. Goldfarb, J. Xu, and W. Yin, An iterative regularization method for total variation-based image restoration, Multiscale Model. Simul., 4 (2005), pp. 460-489.
    • (2005) Multiscale Model. Simul. , vol.4 , pp. 460-489
    • Osher, S.1    Burger, M.2    Goldfarb, D.3    Xu, J.4    Yin, W.5
  • 38
    • 27844607355 scopus 로고    scopus 로고
    • Introduction of sensor spectral response into image fusion methods. Application to wavelet-based methods
    • X. Otazu, M. González-Audícana, O. Fors, and J. Núnez, Introduction of sensor spectral response into image fusion methods. Application to wavelet-based methods, IEEE Trans. Geosci. Remote Sensing, 43 (2005), pp. 2376-2385.
    • (2005) IEEE Trans. Geosci. Remote Sensing , vol.43 , pp. 2376-2385
    • Otazu, X.1    González-Audícana, M.2    Fors, O.3    Núnez, J.4
  • 39
    • 0002058827 scopus 로고
    • The numerical solution of parabolic and elliptic differential equations
    • D. W. Peaceman and H. H. Rachford, Jr., The numerical solution of parabolic and elliptic differential equations, J. Soc. Indust. Appl. Math., 3 (1955), pp. 28-41.
    • (1955) J. Soc. Indust. Appl. Math. , vol.3 , pp. 28-41
    • Peaceman, D.W.1    Rachford Jr., H.H.2
  • 40
    • 33744766866 scopus 로고    scopus 로고
    • Error estimates for non-quadratic regularization and the relation to enhancing
    • E. Resmerita and O. Scherzer, Error estimates for non-quadratic regularization and the relation to enhancing, Inverse Problems, 22 (2006), pp. 801-814.
    • (2006) Inverse Problems , vol.22 , pp. 801-814
    • Resmerita, E.1    Scherzer, O.2
  • 42
    • 53349157432 scopus 로고    scopus 로고
    • An efficient pan-sharpening method via a combined adaptive PCA approach and contourlets
    • V. Shah., N. Younan, and R. King, An efficient pan-sharpening method via a combined adaptive PCA approach and contourlets, IEEE Trans. Geosci. Remote Sensing, 46 (2008), pp. 1323-1335.
    • (2008) IEEE Trans. Geosci. Remote Sensing , vol.46 , pp. 1323-1335
    • Shah, V.1    Younan, N.2    King, R.3
  • 43
    • 0026610525 scopus 로고
    • A generalized component substitution technique for spatial enhancement of multispectral images using a higher resolution data set
    • V. K. Shettigara, A generalized component substitution technique for spatial enhancement of multispectral images using a higher resolution data set, Photogrammetric Engrg. Remote Sensing, 58 (1992), pp. 561-567.
    • (1992) Photogrammetric Engrg. Remote Sensing , vol.58 , pp. 561-567
    • Shettigara, V.K.1
  • 44
    • 53349176951 scopus 로고    scopus 로고
    • Synthesis of multispectral images to high spatial resolution: A critical review of fusion methods based on remote sensing physics
    • 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 Sensing, 46 (2008), pp. 1301-1312.
    • (2008) IEEE Trans. Geosci. Remote Sensing , vol.46 , pp. 1301-1312
    • Thomas, C.1    Ranchin, T.2    Wald, L.3    Chanussot, J.4
  • 45
    • 8344221153 scopus 로고    scopus 로고
    • A fast intensity-hue-saturation fusion technique with spectral adjustment for IKONOS imagery
    • 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 Sensing Lett., 1 (2004), pp. 309-312.
    • (2004) IEEE Geosci. Remote Sensing Lett. , vol.1 , pp. 309-312
    • Tu, T.-M.1    Huang, P.S.2    Hung, C.-L.3    Chang, C.-P.4
  • 46
    • 84856716845 scopus 로고    scopus 로고
    • U.S. Army Corps of Engineers, available online at
    • U.S. Army Corps of Engineers, Urban dataset, available online at http://www.tec.army.mil/hypercube.
    • Urban dataset
  • 48
    • 0031284883 scopus 로고    scopus 로고
    • Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images
    • L. Wald, T. Ranchin, and M. Mangolini, Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images, Photogrammetric Engrg. Remote Sensing, 63 (1997), pp. 691-699.
    • (1997) Photogrammetric Engrg. Remote Sensing , vol.63 , pp. 691-699
    • Wald, L.1    Ranchin, T.2    Mangolini, M.3
  • 51
    • 0032029701 scopus 로고    scopus 로고
    • A wavelet transform method to merge landsat TM and SPOT panchromatic data
    • J. Zhou, D. L. Civico, and J. A. Silander, A wavelet transform method to merge landsat TM and SPOT panchromatic data, Internat. J. Remote Sensing, 19 (1998), pp. 743-757.
    • (1998) Internat. J. Remote Sensing , vol.19 , pp. 743-757
    • Zhou, J.1    Civico, D.L.2    Silander, J.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.