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Volumn 55, Issue 8, 2017, Pages 4476-4488

A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method

Author keywords

Data fusion; nonlocal; reflectance prediction; similarity information; spatiotemporal

Indexed keywords

BANDPASS FILTERS; CATCHMENTS; COST EFFECTIVENESS; DATA FUSION; FORECASTING; IMAGE RECONSTRUCTION; IMAGE RESOLUTION; METADATA; REFLECTION;

EID: 85019051725     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2017.2692802     Document Type: Article
Times cited : (140)

References (42)
  • 1
    • 84928777398 scopus 로고    scopus 로고
    • Comparison of spatiotemporal fusion models: A review
    • B. Chen, B. Huang, and B. Xu, "Comparison of spatiotemporal fusion models: A review," Remote Sens., vol. 7, no. 2, pp. 1798-1835, 2015.
    • (2015) Remote Sens , vol.7 , Issue.2 , pp. 1798-1835
    • Chen, B.1    Huang, B.2    Xu, B.3
  • 2
    • 84941112049 scopus 로고    scopus 로고
    • A generalization of spatial and temporal fusion methods for remotely sensed surface parameters
    • H. K. Zhang, B. Huang, M. Zhang, K. Cao, and L. Yu, "A generalization of spatial and temporal fusion methods for remotely sensed surface parameters," Int. J. Remote Sens., vol. 36, no. 17, pp. 4411-4445, 2015.
    • (2015) Int. J. Remote Sens , vol.36 , Issue.17 , pp. 4411-4445
    • Zhang, H.K.1    Huang, B.2    Zhang, M.3    Cao, K.4    Yu, L.5
  • 3
    • 0038781765 scopus 로고    scopus 로고
    • Mapping land cover change in a reindeer herding area of the Russian Arctic using Landsat TM and ETM+ imagery and indigenous knowledge
    • W. G. Rees, M. Williams, and P. Vitebsky, "Mapping land cover change in a reindeer herding area of the Russian Arctic using Landsat TM and ETM+ imagery and indigenous knowledge," Remote Sens. Environ., vol. 85, no. 4, pp. 441-452, 2003.
    • (2003) Remote Sens. Environ. , vol.85 , Issue.4 , pp. 441-452
    • Rees, W.G.1    Williams, M.2    Vitebsky, P.3
  • 4
    • 84864402176 scopus 로고    scopus 로고
    • Development of large-area land cover and forest change indicators using multi-sensor Landsat imagery: Application to the Humber River Basin, Canada
    • O. R. van Lier, J. E. Luther, D. G. Leckie, and W. W. Bowers, "Development of large-area land cover and forest change indicators using multi-sensor Landsat imagery: Application to the Humber River Basin, Canada," Int. J. Appl. Earth Observ. Geoinf., vol. 13, no. 5, pp. 819-829, 2011.
    • (2011) Int. J. Appl. Earth Observ. Geoinf. , vol.13 , Issue.5 , pp. 819-829
    • Van Lier, O.R.1    Luther, J.E.2    Leckie, D.G.3    Bowers, W.W.4
  • 5
    • 2942621978 scopus 로고    scopus 로고
    • Landsat's role in ecological applications of remote sensing
    • W. B. Cohen and S. N. Goward, "Landsat's role in ecological applications of remote sensing," Bioscience, vol. 54, no. 6, pp. 535-545, 2004.
    • (2004) Bioscience , vol.54 , Issue.6 , pp. 535-545
    • Cohen, W.B.1    Goward, S.N.2
  • 6
    • 43949094827 scopus 로고    scopus 로고
    • North American forest disturbance mapped from a decadal Landsat record
    • J. G. Masek et al., "North American forest disturbance mapped from a decadal Landsat record," Remote Sens. Environ., vol. 112, no. 6, pp. 2914-2926, 2008.
    • (2008) Remote Sens. Environ. , vol.112 , Issue.6 , pp. 2914-2926
    • Masek, J.G.1
  • 7
    • 18644370258 scopus 로고    scopus 로고
    • Global land cover mapping from MODIS: Algorithms and early results
    • M. A. Friedl et al., "Global land cover mapping from MODIS: Algorithms and early results," Remote Sens. Environ., vol. 83, nos. 1-2, pp. 287-302, 2002.
    • (2002) Remote Sens. Environ. , vol.83 , Issue.1-2 , pp. 287-302
    • Friedl, M.A.1
  • 8
    • 84878353711 scopus 로고    scopus 로고
    • Deriving long term snow cover extent dataset from AVHRR and MODIS data: Central Asia case study
    • Sep.
    • H. Zhou, E. Aizen, and V. Aizen, "Deriving long term snow cover extent dataset from AVHRR and MODIS data: Central Asia case study," Remote Sens. Environ., vol. 136, pp. 146-162, Sep. 2013.
    • (2013) Remote Sens. Environ. , vol.136 , pp. 146-162
    • Zhou, H.1    Aizen, E.2    Aizen, V.3
  • 9
    • 84932647990 scopus 로고    scopus 로고
    • Integrating Landsat with MODIS products for vegetation monitoring
    • Dordrecht, The Netherlands: Springer
    • F. Gao, "Integrating Landsat with MODIS products for vegetation monitoring," in Satellite-Based Applications on Climate Change. Dordrecht, The Netherlands: Springer, 2013, pp. 247-261.
    • (2013) Satellite-Based Applications on Climate Change , pp. 247-261
    • Gao, F.1
  • 10
    • 80755125259 scopus 로고    scopus 로고
    • A multi-resolution multi-temporal technique for detecting and mapping deforestation in the Brazilian Amazon rainforest
    • E. Arai, Y. E. Shimabukuro, G. Pereira, and N. L. Vijaykumar, "A multi-resolution multi-temporal technique for detecting and mapping deforestation in the Brazilian Amazon rainforest," Remote Sens., vol. 3, no. 9, pp. 1943-1956, 2011.
    • (2011) Remote Sens , vol.3 , Issue.9 , pp. 1943-1956
    • Arai, E.1    Shimabukuro, Y.E.2    Pereira, G.3    Vijaykumar, N.L.4
  • 11
    • 84887533828 scopus 로고    scopus 로고
    • An enhanced spatial and temporal data fusion model for fusing Landsat and MODIS surface reflectance to generate high temporal Landsat-like data
    • W. Zhang et al., "An enhanced spatial and temporal data fusion model for fusing Landsat and MODIS surface reflectance to generate high temporal Landsat-like data," Remote Sens., vol. 5, no. 10, pp. 5346-5368, 2013.
    • (2013) Remote Sens , vol.5 , Issue.10 , pp. 5346-5368
    • Zhang, W.1
  • 12
    • 33746932125 scopus 로고    scopus 로고
    • On the blending of the Landsat and MODIS surface reflectance: Predicting daily Landsat surface reflectance
    • Aug.
    • F. Gao, J. Masek, M. Schwaller, and F. Hall, "On the blending of the Landsat and MODIS surface reflectance: Predicting daily Landsat surface reflectance," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 8, pp. 2207-2218, Aug. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens , vol.44 , Issue.8 , pp. 2207-2218
    • Gao, F.1    Masek, J.2    Schwaller, M.3    Hall, F.4
  • 13
    • 67651113818 scopus 로고    scopus 로고
    • Generation of dense time series synthetic Landsat data through data blending with MODIS using a spatial and temporal adaptive reflectance fusion model
    • T. Hilker et al., "Generation of dense time series synthetic Landsat data through data blending with MODIS using a spatial and temporal adaptive reflectance fusion model," Remote Sens. Environ., vol. 113, no. 9, pp. 1988-1999, 2009.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.9 , pp. 1988-1999
    • Hilker, T.1
  • 14
    • 79952737214 scopus 로고    scopus 로고
    • Generation and evaluation of gross primary productivity using Landsat data through blending with MODIS data
    • D. Singh, "Generation and evaluation of gross primary productivity using Landsat data through blending with MODIS data," Int. J. Appl. Earth Observ. Geoinf., vol. 13, no. 1, pp. 59-69, 2011.
    • (2011) Int. J. Appl. Earth Observ. Geoinf. , vol.13 , Issue.1 , pp. 59-69
    • Singh, D.1
  • 15
    • 84855434548 scopus 로고    scopus 로고
    • Evaluation of Landsat and MODIS data fusion products for analysis of dryland forest phenology
    • Feb.
    • J. J. Walker, K. M. de Beurs, R. H. Wynne, and F. Gao, "Evaluation of Landsat and MODIS data fusion products for analysis of dryland forest phenology," Remote Sens. Environ., vol. 117, pp. 381-393, Feb. 2012.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 381-393
    • Walker, J.J.1    De Beurs, K.M.2    Wynne, R.H.3    Gao, F.4
  • 16
    • 79251494448 scopus 로고    scopus 로고
    • Mapping daily evapotranspiration at field to continental scales using geostationary and polar orbiting satellite imagery
    • Jan.
    • M. C. Anderson et al., "Mapping daily evapotranspiration at field to continental scales using geostationary and polar orbiting satellite imagery," Hydrol. Earth Syst. Sci., vol. 15, pp. 223-239, Jan. 2011.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , pp. 223-239
    • Anderson, M.C.1
  • 17
    • 84855425045 scopus 로고    scopus 로고
    • Enhancing temporal resolution of satellite imagery for public health studies: A case study of West Nile Virus outbreak in Los Angeles in 2007
    • Feb.
    • H. Liu and Q. Weng, "Enhancing temporal resolution of satellite imagery for public health studies: A case study of West Nile Virus outbreak in Los Angeles in 2007," Remote Sens. Environ., vol. 117, pp. 57-71, Feb. 2012.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 57-71
    • Liu, H.1    Weng, Q.2
  • 18
    • 84946926389 scopus 로고    scopus 로고
    • Long-term and finescale satellite monitoring of the urban heat island effect by the fusion of multi-temporal and multi-sensor remote sensed data: A 26-year case study of the city of Wuhan in China
    • Jan.
    • H. Shen, L. Huang, L. Zhang, P. Wu, and C. Zeng, "Long-term and finescale satellite monitoring of the urban heat island effect by the fusion of multi-temporal and multi-sensor remote sensed data: A 26-year case study of the city of Wuhan in China," Remote Sens. Environ., vol. 172, pp. 109-125, Jan. 2016.
    • (2016) Remote Sens. Environ. , vol.172 , pp. 109-125
    • Shen, H.1    Huang, L.2    Zhang, L.3    Wu, P.4    Zeng, C.5
  • 19
    • 67349083870 scopus 로고    scopus 로고
    • A new data fusion model for high spatial- and temporalresolution mapping of forest disturbance based on Landsat and MODIS
    • T. Hilker et al., "A new data fusion model for high spatial- and temporalresolution mapping of forest disturbance based on Landsat and MODIS," Remote Sens. Environ., vol. 113, no. 8, pp. 1613-1627, 2009.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.8 , pp. 1613-1627
    • Hilker, T.1
  • 20
    • 77956177720 scopus 로고    scopus 로고
    • An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions
    • X. Zhu, J. Chen, F. Gao, X. Chen, and J. G. Masek, "An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions," Remote Sens. Environ., vol. 114, no. 11, pp. 2610-2623, 2010.
    • (2010) Remote Sens. Environ. , vol.114 , Issue.11 , pp. 2610-2623
    • Zhu, X.1    Chen, J.2    Gao, F.3    Chen, X.4    Masek, J.G.5
  • 21
    • 84891440391 scopus 로고    scopus 로고
    • An improved image fusion approach based on enhanced spatial and temporal the adaptive reflectance fusion model
    • D. Fu, B. Chen, J. Wang, X. Zhu, and T. Hilker, "An improved image fusion approach based on enhanced spatial and temporal the adaptive reflectance fusion model," Remote Sens., vol. 5, no. 12, pp. 6346-6360, 2013.
    • (2013) Remote Sens , vol.5 , Issue.12 , pp. 6346-6360
    • Fu, D.1    Chen, B.2    Wang, J.3    Zhu, X.4    Hilker, T.5
  • 22
    • 84875930695 scopus 로고    scopus 로고
    • A spatial and temporal reflectance fusion model considering sensor observation differences
    • H. Shen, P. Wu, Y. Liu, T. Ai, Y. Wang, and X. Liu, "A spatial and temporal reflectance fusion model considering sensor observation differences," Int. J. Remote Sens., vol. 34, no. 12, pp. 4367-4383, 2013.
    • (2013) Int. J. Remote Sens , vol.34 , Issue.12 , pp. 4367-4383
    • Shen, H.1    Wu, P.2    Liu, Y.3    Ai, T.4    Wang, Y.5    Liu, X.6
  • 23
    • 84908077812 scopus 로고    scopus 로고
    • Integrated fusion of multi-scale polar-orbiting and geostationary satellite observations for the mapping of high spatial and temporal resolution land surface temperature
    • Jan.
    • P. Wu, H. Shen, L. Zhang, and F.-M. Göttsche, "Integrated fusion of multi-scale polar-orbiting and geostationary satellite observations for the mapping of high spatial and temporal resolution land surface temperature," Remote Sens. Environ., vol. 156, pp. 169-181, Jan. 2015.
    • (2015) Remote Sens. Environ. , vol.156 , pp. 169-181
    • Wu, P.1    Shen, H.2    Zhang, L.3    Göttsche, F.-M.4
  • 24
    • 41349115888 scopus 로고    scopus 로고
    • A method for integrating MODIS and Landsat data for systematic monitoring of forest cover and change in the Congo Basin
    • M. C. Hansen, D. P. Roy, E. Lindquist, B. Adusei, C. O. Justice, and A. Altstatt, "A method for integrating MODIS and Landsat data for systematic monitoring of forest cover and change in the Congo Basin," Remote Sens. Environ., vol. 112, no. 5, pp. 2495-2513, 2008.
    • (2008) Remote Sens. Environ. , vol.112 , Issue.5 , pp. 2495-2513
    • Hansen, M.C.1    Roy, D.P.2    Lindquist, E.3    Adusei, B.4    Justice, C.O.5    Altstatt, A.6
  • 25
    • 67651098848 scopus 로고    scopus 로고
    • Downscaling time series of MERIS full resolution data to monitor vegetation seasonal dynamics
    • R. Zurita-Milla, G. Kaiser, J. G. P. W. Clevers, W. Schneider, and M. E. Schaepman, "Downscaling time series of MERIS full resolution data to monitor vegetation seasonal dynamics," Remote Sens. Environ., vol. 113, no. 9, pp. 1874-1885, 2009.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.9 , pp. 1874-1885
    • Zurita-Milla, R.1    Kaiser, G.2    Clevers, J.G.P.W.3    Schneider, W.4    Schaepman, M.E.5
  • 26
    • 84867089572 scopus 로고    scopus 로고
    • Spatiotemporal reflectance fusion via sparse representation
    • Oct.
    • B. Huang and H. Song, "Spatiotemporal reflectance fusion via sparse representation," 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
  • 27
    • 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
  • 28
    • 60649095400 scopus 로고    scopus 로고
    • Super-resolution reconstruction algorithm to MODIS remote sensing images
    • H. Shen, M. K. Ng, P. Li, and L. Zhang, "Super-resolution reconstruction algorithm to MODIS remote sensing images," Comput. J., vol. 52, no. 1, pp. 90-100, 2009.
    • (2009) Comput. J. , vol.52 , Issue.1 , pp. 90-100
    • Shen, H.1    Ng, M.K.2    Li, P.3    Zhang, L.4
  • 29
    • 84937722894 scopus 로고    scopus 로고
    • Adaptive norm selection for regularized image restoration and super-resolution
    • Jun.
    • H. Shen, L. Peng, L. Yue, Q. Yuan, and L. Zhang, "Adaptive norm selection for regularized image restoration and super-resolution," IEEE Trans. Cybern., vol. 46, no. 6, pp. 1388-1399, Jun. 2016.
    • (2016) IEEE Trans. Cybern. , vol.46 , Issue.6 , pp. 1388-1399
    • Shen, H.1    Peng, L.2    Yue, L.3    Yuan, Q.4    Zhang, L.5
  • 30
    • 33847755152 scopus 로고    scopus 로고
    • A MAP approach for joint motion estimation, segmentation, and super resolution
    • Feb.
    • H. Shen, L. Zhang, B. Huang, and P. Li, "A MAP approach for joint motion estimation, segmentation, and super resolution," IEEE Trans. Image Process., vol. 16, no. 2, pp. 479-490, Feb. 2007.
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.2 , pp. 479-490
    • Shen, H.1    Zhang, L.2    Huang, B.3    Li, P.4
  • 31
    • 57049132103 scopus 로고    scopus 로고
    • Nonlocal operators with applications to image processing
    • G. Gilboa and S. Osher, "Nonlocal operators with applications to image processing," Multiscale Model. Simul., vol. 7, no. 3, pp. 1005-1028, 2008.
    • (2008) Multiscale Model. Simul. , vol.7 , Issue.3 , pp. 1005-1028
    • Gilboa, G.1    Osher, S.2
  • 32
    • 84890439357 scopus 로고    scopus 로고
    • Inpainting for remotely sensed images with a multichannel nonlocal total variation model
    • Jan.
    • Q. Cheng, H. Shen, L. Zhang, and P. Li, "Inpainting for remotely sensed images with a multichannel nonlocal total variation model," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 1, pp. 175-187, Jan. 2014.
    • (2014) IEEE Trans. Geosci. Remote Sens , vol.52 , Issue.1 , pp. 175-187
    • Cheng, Q.1    Shen, H.2    Zhang, L.3    Li, P.4
  • 34
    • 33645653318 scopus 로고    scopus 로고
    • A review of image denoising algorithms, with a new one
    • A. Buades, B. Coll, and J.-M. Morel, "A review of image denoising algorithms, with a new one," Multiscale Model. Simul., vol. 4, no. 2, pp. 490-530, 2005.
    • (2005) Multiscale Model. Simul. , vol.4 , Issue.2 , pp. 490-530
    • Buades, A.1    Coll, B.2    Morel, J.-M.3
  • 36
    • 84875063135 scopus 로고    scopus 로고
    • Assessing the accuracy of blending Landsat-MODIS surface reflectances in two landscapes with contrasting spatial and temporal dynamics: A framework for algorithm selection
    • Jun.
    • I. V. Emelyanova, T. R. McVicar, T. G. Van Niel, L. T. Li, and A. I. J. M. van Dijk, "Assessing the accuracy of blending Landsat-MODIS surface reflectances in two landscapes with contrasting spatial and temporal dynamics: A framework for algorithm selection," Remote Sens. Environ., vol. 133, pp. 193-209, Jun. 2013.
    • (2013) Remote Sens. Environ. , vol.133 , pp. 193-209
    • Emelyanova, I.V.1    McVicar, T.R.2    Van Niel, T.G.3    Li, L.T.4    Van Dijk, A.I.J.M.5
  • 37
    • 0033334835 scopus 로고    scopus 로고
    • MODTRAN4 radiative transfer modeling for atmospheric correction
    • Oct.
    • A. Berk et al., "MODTRAN4 radiative transfer modeling for atmospheric correction," Proc. SPIE, vol. 3756, pp. 348-353, Oct. 1999.
    • (1999) Proc. SPIE , vol.3756 , pp. 348-353
    • Berk, A.1
  • 38
    • 77956220778 scopus 로고    scopus 로고
    • An evaluation of the use of atmospheric and BRDF correction to standardize Landsat data
    • Sep.
    • F. Li et al., "An evaluation of the use of atmospheric and BRDF correction to standardize Landsat data," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 3, no. 3, pp. 257-270, Sep. 2010.
    • (2010) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens , vol.3 , Issue.3 , pp. 257-270
    • Li, F.1
  • 39
    • 0036493909 scopus 로고    scopus 로고
    • A universal image quality index
    • Mar.
    • Z. Wang and A. C. Bovik, "A universal image quality index," IEEE Signal Process. Lett., vol. 9, no. 3, pp. 81-84, Mar. 2002.
    • (2002) IEEE Signal Process. Lett. , vol.9 , Issue.3 , pp. 81-84
    • Wang, Z.1    Bovik, A.C.2
  • 40
    • 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
  • 41
    • 5044220344 scopus 로고    scopus 로고
    • A comparison of error metrics and constraints for multiple endmember spectral mixture analysis and spectral angle mapper
    • P. E. Dennison, K. Q. Halligan, and D. A. Roberts, "A comparison of error metrics and constraints for multiple endmember spectral mixture analysis and spectral angle mapper," Remote Sens. Environ., vol. 93, no. 3, pp. 359-367, 2004.
    • (2004) Remote Sens. Environ. , vol.93 , Issue.3 , pp. 359-367
    • Dennison, P.E.1    Halligan, K.Q.2    Roberts, D.A.3
  • 42
    • 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


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