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Volumn 8, Issue 10, 2016, Pages

Testing a modified PCA-based sharpening approach for image fusion

Author keywords

ASTER; Empirical line; Histogram matching; Image fusion; Landsat 8; PCA; Sharpening; WorldView 2

Indexed keywords

DATA FUSION; GRAPHIC METHODS; IMAGE FUSION; IMAGE RESOLUTION; INFRARED DEVICES; INFRARED RADIATION; MAPPING; PHOTOMAPPING; REMOTE SENSING;

EID: 85019677672     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs8100794     Document Type: Article
Times cited : (28)

References (44)
  • 1
    • 84870791488 scopus 로고    scopus 로고
    • Evaluation of pansharpening algorithms in support of earth observation based rapid-mapping workflows
    • Witharana, C.; Civco, D.L.; Meyer, T.H. Evaluation of pansharpening algorithms in support of earth observation based rapid-mapping workflows. Appl. Geogr. 2013, 37, 63-87
    • (2013) Appl. Geogr , vol.37 , pp. 63-87
    • Witharana, C.1    Civco, D.L.2    Meyer, T.H.3
  • 3
    • 84918496765 scopus 로고    scopus 로고
    • Variational PCA fusion for Pan-sharpening very high resolution imagery
    • Zhou, Z.; Ma, N.; Li, Y.; Yang, P.; Zhang, P.; Li, Y. Variational PCA fusion for Pan-sharpening very high resolution imagery. Sci. China Inf. Sci. 2014, 57, 1-10
    • (2014) Sci. China Inf. Sci , vol.57 , pp. 1-10
    • Zhou, Z.1    Ma, N.2    Li, Y.3    Yang, P.4    Zhang, P.5    Li, Y.6
  • 4
    • 65049086239 scopus 로고    scopus 로고
    • A Comparison between Global and Context-Adaptive Pansharpening of Multispectral Images
    • Aiazzi, B.; Baronti, S.; Lotti, F.; Selva, M. A Comparison between Global and Context-Adaptive Pansharpening of Multispectral Images. IEEE Geosci. Remote Sens. Lett. 2009, 6, 302-306
    • (2009) IEEE Geosci. Remote Sens. Lett , vol.6 , pp. 302-306
    • Aiazzi, B.1    Baronti, S.2    Lotti, F.3    Selva, M.4
  • 5
    • 53349176951 scopus 로고    scopus 로고
    • Synthesis of multispectral images to high spatial resolution: A critical review of fusion methods based on remote sensing physics
    • Thomas, C.; Ranchin, T.; Wald, L.; Chanussot, J. Synthesis of multispectral images to high spatial resolution: A critical review of fusion methods based on remote sensing physics. IEEE Trans. Geosci. Remote Sens. 2008, 46, 1301-1312
    • (2008) IEEE Trans. Geosci. Remote Sens , vol.46 , pp. 1301-1312
    • Thomas, C.1    Ranchin, T.2    Wald, L.3    Chanussot, J.4
  • 6
    • 84933501683 scopus 로고    scopus 로고
    • A new look at image fusion methods from a Bayesian perspective
    • Zhang, H.K.; Huang, B. A new look at image fusion methods from a Bayesian perspective. Remote Sens. 2015, 7, 6828-6861
    • (2015) Remote Sens , vol.7 , pp. 6828-6861
    • Zhang, H.K.1    Huang, B.2
  • 7
    • 84936858181 scopus 로고    scopus 로고
    • Combining the spectral PCA and spatial PCA fusion methods by an optimal filter
    • Shahdoosti, H.R.; Ghassemian, H. Combining the spectral PCA and spatial PCA fusion methods by an optimal filter. Inf. Fusion 2016, 27, 150-160
    • (2016) Inf. Fusion , vol.27 , pp. 150-160
    • Shahdoosti, H.R.1    Ghassemian, H.2
  • 9
    • 0034521444 scopus 로고    scopus 로고
    • Smoothing filter-based intensity modulation: A spectral preserve image fusion technique for improving spatial details
    • Liu, J.G. Smoothing filter-based intensity modulation: A spectral preserve image fusion technique for improving spatial details. Int. J. Remote Sens. 2000, 21, 3461-3472
    • (2000) Int. J. Remote Sens , vol.21 , pp. 3461-3472
    • Liu, J.G.1
  • 10
    • 84864502741 scopus 로고    scopus 로고
    • Assessment of pan-sharpening methods applied to image fusion of remotely sensed multi-band data
    • Alimuddin, I.; Sumantyo, J.T.S.; Kuze, H. Assessment of pan-sharpening methods applied to image fusion of remotely sensed multi-band data. Int. J. Appl. Earth Obs. Geoinf. 2012, 18, 165-175
    • (2012) Int. J. Appl. Earth Obs. Geoinf , vol.18 , pp. 165-175
    • Alimuddin, I.1    Sumantyo, J.T.S.2    Kuze, H.3
  • 13
    • 84949908191 scopus 로고    scopus 로고
    • A Compressed-Sensing-Based Pan-Sharpening Method for Spectral Distortion Reduction
    • Ghahremani, M.; Ghassemian, H. A Compressed-Sensing-Based Pan-Sharpening Method for Spectral Distortion Reduction. IEEE Trans. Geosci. Remote Sens. 2016, 54, 2194-2206
    • (2016) IEEE Trans. Geosci. Remote Sens , vol.54 , pp. 2194-2206
    • Ghahremani, M.1    Ghassemian, H.2
  • 14
    • 75749093884 scopus 로고    scopus 로고
    • Rotation invariant iris feature extraction using Gaussian Markov random fields with non-separable wavelet
    • Huang, J.; You, X.; Yuan, Y.; Yang, F.; Lin, L. Rotation invariant iris feature extraction using Gaussian Markov random fields with non-separable wavelet. Neurocomputing 2010, 73, 883-894
    • (2010) Neurocomputing , vol.73 , pp. 883-894
    • Huang, J.1    You, X.2    Yuan, Y.3    Yang, F.4    Lin, L.5
  • 15
    • 0035458185 scopus 로고    scopus 로고
    • A new look at HIS-like image fusion methods
    • Tu, T.-M.; Su, S.-C.; Shyu, H.-C.; Huang, P.S. A new look at HIS-like image fusion methods. Inf. Fusion 2001, 2, 177-286
    • (2001) Inf. Fusion , vol.2 , pp. 177-286
    • Tu, T.-M.1    Su, S.-C.2    Shyu, H.-C.3    Huang, P.S.4
  • 16
    • 84973261711 scopus 로고    scopus 로고
    • Multispectral and Panchromatic Image Fusion by Combining Spectral PCA and Spatial PCA Methods
    • Shahdoosti, H.R.; Ghassemian, H. Multispectral and Panchromatic Image Fusion by Combining Spectral PCA and Spatial PCA Methods. Modares J. Electr. Eng. 2011, 11, 19-27
    • (2011) Modares J. Electr. Eng , vol.11 , pp. 19-27
    • Shahdoosti, H.R.1    Ghassemian, H.2
  • 17
    • 84959393200 scopus 로고    scopus 로고
    • Detection of Alteration Induced by Onshore Gas Seeps from ASTER and WorldView-2 Data
    • Salati, S.; van Ruitenbeek, F.; van der Meer, F.; Naimi, B. Detection of Alteration Induced by Onshore Gas Seeps from ASTER and WorldView-2 Data. Remote Sens. 2014, 6, 3188-3209
    • (2014) Remote Sens , vol.6 , pp. 3188-3209
    • Salati, S.1    van Ruitenbeek, F.2    van der Meer, F.3    Naimi, B.4
  • 18
    • 84859049250 scopus 로고    scopus 로고
    • An efficient PAN sharpening technique by merging two hybrid approaches
    • Akula, R.; Gupta, R.; Devi, M.V. An efficient PAN sharpening technique by merging two hybrid approaches. Procedia Eng. 2012, 30, 535-541
    • (2012) Procedia Eng , vol.30 , pp. 535-541
    • Akula, R.1    Gupta, R.2    Devi, M.V.3
  • 19
    • 84901639992 scopus 로고    scopus 로고
    • Fusion of multispectral and panchromatic images via sparse representation and local autoregressive model
    • Wang,W.; Jiao, L.; Yang, S. Fusion of multispectral and panchromatic images via sparse representation and local autoregressive model. Inf. Fusion 2014, 20, 73-87
    • (2014) Inf. Fusion , vol.20 , pp. 73-87
    • Wang, W.1    Jiao, L.2    Yang, S.3
  • 20
    • 53349157432 scopus 로고    scopus 로고
    • An efficient pan-sharpening method via a combined adaptive PCA approach and contourlets
    • Shah, V.P.; Younan, N.H.; King, R.L. An efficient pan-sharpening method via a combined adaptive PCA approach and contourlets. IEEE Trans. Geosci. Remote Sens. 2008, 46, 1323-1335
    • (2008) IEEE Trans. Geosci. Remote Sens , vol.46 , pp. 1323-1335
    • Shah, V.P.1    Younan, N.H.2    King, R.L.3
  • 22
    • 84964645155 scopus 로고    scopus 로고
    • Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product
    • Vermote, E.; Justice, C.; Claverie, M.; Franch, B. Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product. Remote Sens. Environ. 2016
    • (2016) Remote Sens. Environ
    • Vermote, E.1    Justice, C.2    Claverie, M.3    Franch, B.4
  • 23
    • 0024471260 scopus 로고
    • Extracting spectral contrast in Landsat Thematic Mapper image data using selective principal component analysis
    • Chavez, P.S., Jr.; Kwarteng, A.Y. Extracting spectral contrast in Landsat Thematic Mapper image data using selective principal component analysis. Photogramm. Eng. Remote Sens. 1989, 55, 339-348
    • (1989) Photogramm. Eng. Remote Sens , vol.55 , pp. 339-348
    • Chavez, P.S.1    Kwarteng, A.Y.2
  • 25
    • 0000127082 scopus 로고    scopus 로고
    • Statistics to support soil research and their presentation
    • Webster, R. Statistics to support soil research and their presentation. Eur. J. Soil Sci. 2001, 52, 331-340
    • (2001) Eur. J. Soil Sci , vol.52 , pp. 331-340
    • Webster, R.1
  • 26
    • 85027937388 scopus 로고    scopus 로고
    • A simplified empirical line method of radiometric calibartion for small unmanned aircraft systems-based remote sensing
    • Wang, C.; Myint, S.W. A simplified empirical line method of radiometric calibartion for small unmanned aircraft systems-based remote sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2015, 8, 1876-1885
    • (2015) IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens , vol.8 , pp. 1876-1885
    • Wang, C.1    Myint, S.W.2
  • 28
    • 84925336730 scopus 로고    scopus 로고
    • An integrated scheme to improve pan-sharpening visual quality of satellite images
    • Helmy, A.K.; El-Tawel, G.S. An integrated scheme to improve pan-sharpening visual quality of satellite images. Egypt. Inf. J. 2015, 16, 121-131
    • (2015) Egypt. Inf. J , vol.16 , pp. 121-131
    • Helmy, A.K.1    El-Tawel, G.S.2
  • 31
    • 84934933531 scopus 로고    scopus 로고
    • Quality assessment of ten fusion techniques applied on Worldview-2
    • Nikolakopoulos, K.; Oikonomidis, D. Quality assessment of ten fusion techniques applied on Worldview-2. Eur. J. Remote Sens. 2015, 48, 141-167
    • (2015) Eur. J. Remote Sens , vol.48 , pp. 141-167
    • Nikolakopoulos, K.1    Oikonomidis, D.2
  • 32
    • 84867328371 scopus 로고    scopus 로고
    • A novel approach to quantitative evaluation of hyperspectral image fusion techniques
    • Kotwal, K.; Chaudhuri, S. A novel approach to quantitative evaluation of hyperspectral image fusion techniques. Inf. Fusion 2013, 14, 5-18
    • (2013) Inf. Fusion , vol.14 , pp. 5-18
    • Kotwal, K.1    Chaudhuri, S.2
  • 33
  • 36
    • 0031284883 scopus 로고    scopus 로고
    • Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images
    • Wald, L.; Ranchin, T.; Mangolini, M. Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images. Photogramm. Eng. Remote Sens. 1997, 63, 691-699
    • (1997) Photogramm. Eng. Remote Sens , vol.63 , pp. 691-699
    • Wald, L.1    Ranchin, T.2    Mangolini, M.3
  • 39
    • 84880415571 scopus 로고    scopus 로고
    • Radiometric normalization of temporal images combining automatic detection of pseudo-invariant features from the distance and similarity spectral measures, density scatterplot analysis, and robust regression
    • De Carvalho, O.A.; Guimarães, R.F.; Silva, N.C.; Gillespie, A.R.; Gomes, R.A.T.; Silva, C.R.; de Carvalho, A.P.F. Radiometric normalization of temporal images combining automatic detection of pseudo-invariant features from the distance and similarity spectral measures, density scatterplot analysis, and robust regression. Remote Sens. 2013, 5, 2763-2794
    • (2013) Remote Sens , vol.5 , pp. 2763-2794
    • De Carvalho, O.A.1    Guimarães, R.F.2    Silva, N.C.3    Gillespie, A.R.4    Gomes, R.A.T.5    Silva, C.R.6    de Carvalho, A.P.F.7
  • 40
    • 84887308659 scopus 로고    scopus 로고
    • Multi range spectral feature fitting for hyperspectral imagery in extracting oilseed rape planting area
    • Pan, Z.; Huang, J.; Wang, F. Multi range spectral feature fitting for hyperspectral imagery in extracting oilseed rape planting area. Int. J. Appl. Earth Obs. Geoinf. 2013, 25, 21-29
    • (2013) Int. J. Appl. Earth Obs. Geoinf , vol.25 , pp. 21-29
    • Pan, Z.1    Huang, J.2    Wang, F.3
  • 41
    • 3042563271 scopus 로고    scopus 로고
    • Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition
    • González-Audícana, M.; Saleta, J.L.; Catalán, R.G.; García, R. Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition. IEEE Trans. Geosci. Remote Sens. 2004, 42, 1291-1299
    • (2004) IEEE Trans. Geosci. Remote Sens , vol.42 , pp. 1291-1299
    • González-Audícana, M.1    Saleta, J.L.2    Catalán, R.G.3    García, R.4
  • 42
    • 78650891876 scopus 로고    scopus 로고
    • A new adaptive component-substitution-based satellite image fusion by using partial replacement
    • Choi, J.; Yu, K.; Kim, Y. A new adaptive component-substitution-based satellite image fusion by using partial replacement. IEEE Trans. Geosci. Remote Sens. 2010, 49, 295-309
    • (2010) IEEE Trans. Geosci. Remote Sens , vol.49 , pp. 295-309
    • Choi, J.1    Yu, K.2    Kim, Y.3
  • 43
    • 84962520929 scopus 로고    scopus 로고
    • Potential of resolution-enhanced hyperspectral, data for mineral mapping using simulated EnMAP and Sentinel-2 images
    • Yokoya, N.; Chan, J.C.-W.; Segl, K. Potential of resolution-enhanced hyperspectral, data for mineral mapping using simulated EnMAP and Sentinel-2 images. Remote Sens. 2016, 8, 172
    • (2016) Remote Sens , vol.8 , pp. 172
    • Yokoya, N.1    Chan, J.C.-W.2    Segl, K.3
  • 44
    • 84945937636 scopus 로고    scopus 로고
    • The potential of pan-sharpened EnMAP data for the assessment of wheat LAI
    • Siegmann, B.; Jarmer, T.; Beyer, F.; Ehlers, M. The potential of pan-sharpened EnMAP data for the assessment of wheat LAI. Remote Sens. 2015, 7, 12737-12762
    • (2015) Remote Sens , vol.7 , pp. 12737-12762
    • Siegmann, B.1    Jarmer, T.2    Beyer, F.3    Ehlers, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.