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Volumn 53, Issue 3, 2015, Pages 1195-1204

Improving the spatial resolution of landsat TM/ETM+ through fusion with SPOT5 images via learning-based super-resolution

Author keywords

Landsat Thematic Mapper (TM) or Enhanced Thematic Mapper Plus (ETM+) image; Spatial resolution; Super resolution; Swath width; Syst me Pour l'Observation de la Terre 5 (SPOT5) image

Indexed keywords

IMAGE CODING; IMAGE FUSION; IMAGE RESOLUTION; OPTICAL RESOLVING POWER;

EID: 84907457526     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2014.2335818     Document Type: Article
Times cited : (64)

References (34)
  • 1
    • 79957636939 scopus 로고    scopus 로고
    • Multi-resolution, multi-sensor image fusion: General fusion framework
    • G. Palubinskas and P. Reinartz, "Multi-resolution, multi-sensor image fusion: General fusion framework," in Proc. Joint Urban Remote Sens. Event, 2011, pp. 313-316
    • (2011) Proc. Joint Urban Remote Sens. Event , pp. 313-316
    • Palubinskas, G.1    Reinartz, P.2
  • 2
    • 79957510924 scopus 로고    scopus 로고
    • Landsatcomparable land cover maps using ASTER and SPOT images: A case study for large-area mapping programmes
    • S. E. Franklin, Y. He, A. Pape, X. Guo, and G. J. McDermid, "Landsatcomparable land cover maps using ASTER and SPOT images: A case study for large-area mapping programmes," Int. J. Remote Sens., vol. 32, no. 8, pp. 2185-2205, 2011
    • (2011) Int. J. Remote Sens. , vol.32 , Issue.8 , pp. 2185-2205
    • Franklin, S.E.1    He, Y.2    Pape, A.3    Guo, X.4    McDermid, G.J.5
  • 3
    • 63749121428 scopus 로고    scopus 로고
    • Land cover mapping of large areas using chain classification of neighboring Landsat satellite images
    • May
    • J. Knorn et al., "Land cover mapping of large areas using chain classification of neighboring Landsat satellite images," Remote Sens. Environ., vol. 113, no. 5, pp. 957-964, May 2009
    • (2009) Remote Sens. Environ. , vol.113 , Issue.5 , pp. 957-964
    • Knorn, J.1
  • 4
    • 21444433029 scopus 로고    scopus 로고
    • Super-resolution land cover mapping using a Markov random field based approach
    • Jun.
    • T. Kasetkasem, M. K. Arora, and P. K. Varshney, "Super-resolution land cover mapping using a Markov random field based approach," Remote Sens. Environ., vol. 96, no. 3/4, pp. 302-314, Jun. 2005
    • (2005) Remote Sens. Environ. , vol.96 , Issue.3-4 , pp. 302-314
    • Kasetkasem, T.1    Arora, M.K.2    Varshney, P.K.3
  • 5
    • 0032029701 scopus 로고    scopus 로고
    • A wavelet transform method to merge Landsat TM and SPOT panchromatic data
    • J. Zhou, D. L. Civco, and J. A. Silander, "A wavelet transform method to merge Landsat TM and SPOT panchromatic data," Int. J. Remote Sens., vol. 19, no. 4, pp. 743-757, 1998
    • (1998) Int. J. Remote Sens. , vol.19 , Issue.4 , pp. 743-757
    • Zhou, J.1    Civco, D.L.2    Silander, J.A.3
  • 6
    • 79951502952 scopus 로고    scopus 로고
    • Pixel-based image fusion using wavelet transform for SPOT and ETM+ image
    • H. Wu and Y. Xing, "Pixel-based image fusion using wavelet transform for SPOT and ETM+ image," in Proc. IEEE Int. Conf. Progr. Informat. Comput., 2010, pp. 936-940
    • (2010) Proc. IEEE Int. Conf. Progr. Informat. Comput. , pp. 936-940
    • Wu, H.1    Xing, Y.2
  • 7
    • 36248936134 scopus 로고    scopus 로고
    • Remote sensing research issues of the National Land Use Change Program of China
    • Dec.
    • J. Zhang and Y. Zhang, "Remote sensing research issues of the National Land Use Change Program of China," ISPRS J. Photogramm. Remote Sens., vol. 62, no. 6, pp. 461-472, Dec. 2007
    • (2007) ISPRS J. Photogramm. Remote Sens. , vol.62 , Issue.6 , pp. 461-472
    • Zhang, J.1    Zhang, Y.2
  • 8
    • 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. Chaussot, "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    Chaussot, J.4
  • 9
    • 84869488524 scopus 로고    scopus 로고
    • Adjustable model-based fusion method for multispectral and panchromatic images
    • Dec.
    • L. Zhang, H. Shen, W. Gong, and H. Zhang, "Adjustable model-based fusion method for multispectral and panchromatic images," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 42, no. 6, pp. 1693-1704, Dec. 2012
    • (2012) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.42 , Issue.6 , pp. 1693-1704
    • Zhang, L.1    Shen, H.2    Gong, W.3    Zhang, H.4
  • 10
    • 77952740831 scopus 로고    scopus 로고
    • On the role of sparse and redundant representations in image processing
    • Jun.
    • M. Elad, M. A. T. Figueriredo, 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    Figueriredo, M.A.T.2    Ma, Y.3
  • 11
    • 77952743135 scopus 로고    scopus 로고
    • Computational methods for sparse solution of linear inverse problems
    • Jun.
    • J. A. Tropp and S. J. Wright, "Computational methods for sparse solution of linear inverse problems," Proc. IEEE, vol. 98, no. 6, pp. 948-958, Jun. 2010
    • (2010) Proc. IEEE , vol.98 , Issue.6 , pp. 948-958
    • Tropp, J.A.1    Wright, S.J.2
  • 12
    • 85032751363 scopus 로고    scopus 로고
    • Super-resolution image reconstruction: A technical overview
    • May
    • S. C. Park, M. K. Park, and M. G. Kang, "Super-resolution image reconstruction: A technical overview," IEEE Signal Process. Mag., vol. 20, no. 3, pp. 21-36, May 2003
    • (2003) IEEE Signal Process. Mag. , vol.20 , Issue.3 , pp. 21-36
    • Park, S.C.1    Park, M.K.2    Kang, M.G.3
  • 13
    • 78049312324 scopus 로고    scopus 로고
    • Image super-resolution via sparse representation
    • Nov.
    • J. Yang, J. Wright, T. Huang, and Y. Ma, "Image super-resolution via sparse representation," IEEE Trans. Image Process., vol. 19, no. 11, pp. 2861-2873, Nov. 2010
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.11 , pp. 2861-2873
    • Yang, J.1    Wright, J.2    Huang, T.3    Ma, Y.4
  • 16
    • 9544258255 scopus 로고    scopus 로고
    • Super-resolution imaging: Use of zoom as a cue
    • Dec.
    • M. V. Joshi, S. Chaudhuri, and R. Panuganti, "Super-resolution imaging: Use of zoom as a cue," Image Vis. Comput., vol. 22, no. 14, pp. 1185-1196, Dec. 2004
    • (2004) Image Vis. Comput. , vol.22 , Issue.14 , pp. 1185-1196
    • Joshi, M.V.1    Chaudhuri, S.2    Panuganti, R.3
  • 17
    • 37549038175 scopus 로고    scopus 로고
    • Zoom-based superresolution reconstruction approach using prior total variation
    • M. K. Ng, H. Shen, S. Chaudhuri, and A. C. Yau, "Zoom-based superresolution reconstruction approach using prior total variation," Opt. Eng., vol. 46, no. 12, pp. 127003-1-127003-11, 2007
    • (2007) Opt. Eng. , vol.46 , Issue.12 , pp. 1270031-12700311
    • Ng, M.K.1    Shen, H.2    Chaudhuri, S.3    Yau, A.C.4
  • 18
    • 84867089572 scopus 로고    scopus 로고
    • Spatiotemporal reflectance fusion via sparse presentation
    • Oct.
    • B. Huang and H. Song, "Spatiotemporal reflectance fusion via sparse presentation," IEEE Trans. Geosci. Remote Sens., vol. 50, no. 10, pp. 3707-3716, Oct. 2012
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.10 , pp. 3707-3716
    • Huang, B.1    Song, H.2
  • 19
    • 84875725334 scopus 로고    scopus 로고
    • Spatiotemporal satellite image fusion through one-pair image learning
    • Apr.
    • H. Song and B. Huang, "Spatiotemporal satellite image fusion through one-pair image learning," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 4, pp. 1883-1896, Apr. 2013
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.4 , pp. 1883-1896
    • Song, H.1    Huang, B.2
  • 20
    • 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
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
    • Nov.
    • M. Aharon, M. Elad, and A. Bruckstein, "K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation," IEEE Trans. Signal Process., vol. 54, no. 11, pp. 4311-4322, Nov. 2006
    • (2006) IEEE Trans. Signal Process. , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 23
    • 0027814133 scopus 로고
    • Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition
    • Y. Pati, R. Rezaiifar, and P. Krishnaprasad, "Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition," in Proc. 27th Annu. Asilomar Conf. Signals, Syst., Comput., 1993, vol. 1, pp. 40-44
    • (1993) Proc. 27th Annu. Asilomar Conf. Signals, Syst., Comput. , vol.1 , pp. 40-44
    • Pati, Y.1    Rezaiifar, R.2    Krishnaprasad, P.3
  • 24
    • 1942467034 scopus 로고    scopus 로고
    • Review article: Geometric processing of remote sensing images: Models, algorithms and methods
    • T. Toutin, "Review article: Geometric processing of remote sensing images: Models, algorithms and methods," Int. J. Remote Sens., vol. 25, no. 10, pp. 1893-1924, 2004
    • (2004) Int. J. Remote Sens. , vol.25 , Issue.10 , pp. 1893-1924
    • Toutin, T.1
  • 26
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: From error visibility to structural similarity
    • Apr.
    • Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: From error visibility to structural similarity," IEEE Trans. Image Process, vol. 13, no. 4, pp. 600-612, Apr. 2004
    • (2004) IEEE Trans. Image Process , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.C.2    Sheikh, H.R.3    Simoncelli, E.P.4
  • 27
    • 39149089704 scopus 로고    scopus 로고
    • Sparse representation for color image restoration
    • Jan.
    • J. Mairal, M. Elad, and G. Sapiro, "Sparse representation for color image restoration," IEEE Trans. Image Process., vol. 17, no. 1, pp. 53-69, Jan. 2008
    • (2008) IEEE Trans. Image Process. , vol.17 , Issue.1 , pp. 53-69
    • Mairal, J.1    Elad, M.2    Sapiro, G.3
  • 28
    • 67349170321 scopus 로고    scopus 로고
    • Automatic generation of seamless network using area Voronoi diagrams with overlap
    • Jun.
    • J. Pan, M. Wang, D. Li, and J. Li, "Automatic generation of seamless network using area Voronoi diagrams with overlap," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 6, pp. 1737-1744, Jun. 2009
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.6 , pp. 1737-1744
    • Pan, J.1    Wang, M.2    Li, D.3    Li, J.4
  • 29
    • 34548039675 scopus 로고    scopus 로고
    • Impacts of spectral band difference effects on radiometric cross-calibration between satellite sensors in the solar-reflective spectral domain
    • P. M. Teillet, G. Fedosejevs, K. J. Thome, and J. L. Barker, "Impacts of spectral band difference effects on radiometric cross-calibration between satellite sensors in the solar-reflective spectral domain," Remote Sens. Environ., vol. 110, no. 3, pp. 393-409, 2007
    • (2007) Remote Sens. Environ. , vol.110 , Issue.3 , pp. 393-409
    • Teillet, P.M.1    Fedosejevs, G.2    Thome, K.J.3    Barker, J.L.4
  • 31
    • 0037053924 scopus 로고    scopus 로고
    • Unsupervised classification of satellite imagery: Choosing a good algorithm
    • T. Duda and M. Canty, "Unsupervised classification of satellite imagery: Choosing a good algorithm," Int. J. Remote Sens., vol. 23, no. 11, pp. 2193-2212, 2002
    • (2002) Int. J. Remote Sens. , vol.23 , Issue.11 , pp. 2193-2212
    • Duda, T.1    Canty, M.2
  • 33
    • 84881080781 scopus 로고    scopus 로고
    • Edge-based blur kernel estimation using patch priors
    • L. Sun, S. Cho, J. Wang, and J. Hays, "Edge-based blur kernel estimation using patch priors," in Proc. IEEE ICCP, 2013, pp. 1-8
    • (2013) Proc. IEEE ICCP , pp. 1-8
    • Sun, L.1    Cho, S.2    Wang, J.3    Hays, J.4
  • 34
    • 84885018469 scopus 로고    scopus 로고
    • A sparse image fusion algorithm with application to pan-sharpening
    • May
    • 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.1    Bamler, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.