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Original Articles

An image fusion method based on object-oriented classification

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Pages 2434-2450 | Received 05 Mar 2009, Accepted 15 Mar 2011, Published online: 12 Oct 2011

References

  • Aiazzi , B. , Alparone , L. , Baronti , S. and Garzelli , A. 2002a . Context-driven fusion of high spatial and spectral resolution images based on oversampled multiresolution analysis . IEEE Transactions on Geoscience and Remote Sensing , 40 : 2301 – 2312 .
  • Aiazzi , B. , Alparone , L. , Baronti , S. , Garzelli , A. and Selva , M. 2006 . MTF-tailored multiscale fusion of high-resolution MS and Pan imagery . Photogrammetry and Remote Sensing , 72 : 591 – 596 .
  • Aiazzi , B. , Alparone , L. , Baronti , S. , Pippi , I. and Selva , M. 2002b . Generalized Laplacian pyramid-based fusion of MS+ P image data with spectral distortion minimization . ISPRS International Archives of Photogrammetry and Remote Sensing , 34 : 3 – 6 .
  • Aiazzi , B. , Baronti , S. and Selva , M. 2007 . Improving component substitution pansharpening through multivariate regression of MS+Pan data . IEEE Transactions on Geoscience and Remote Sensing , 45 : 3230 – 3239 .
  • Alparone , L. , Baronti , S. , Garzelli , A. and Nencini , F. 2004 . A global quality measurement of pan-sharpened multispectral imagery . IEEE Geoscience and Remote Sensing Letters , 1 : 313 – 317 .
  • Alparone , L. , Wald , L. , Chanussot , J. , Thomas , C. , Gamba , P. and Bruce , L.M. 2007 . Comparison of pansharpening algorithms: outcome of the 2006 GRS-S data fusion contest . IEEE Transactions on Geoscience and Remote Sensing , 45 : 3012 – 3021 .
  • Chavez Jr , P.S. 1986 . Digital merging of Landsat TM and digitized NHAP data for 1:24,000 – scale image mapping . Photogrammetric Engineering and Remote Sensing , 52 : 1637 – 1646 .
  • Chavez Jr , P.S. 1988 . An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data . Remote Sensing of Environment , 24 : 459 – 479 .
  • Chavez Jr , P.S. 1996 . Image-based atmospheric corrections – revisited and improved . Photogrammetric Engineering and Remote Sensing , 62 : 1025 – 1036 .
  • Chavez , P.S. , Slides , S.C. and Anderson , J.A. 1991 . Comparison of three different methods to merge multiresolution and multispectral data: Landsat TM and SPOT panchromatic . Photogrammetric Engineering and Remote Sensing , 57 : 295 – 303 .
  • Cliche , G. and Bonn , F. 1985 . Integration of the SPOT panchromatic channel into its multispectral mode for image sharpness enhancement . Photogrammetric Engineering and Remote Sensing , 51 : 311 – 316 .
  • Cloutis , E.A. 1996 . Hyperspectral geological remote sensing: evaluation of analytical techniques . International Journal of Remote Sensing , 17 : 2215 – 2242 .
  • Flouzat , G. , Amram , O. , Laporterie , F. and Cherchali , S. 2001 . Multiresolution analysis and reconstruction by a morphological pyramid in the remote sensing of terrestrial surfaces . Signal Processing , 81 : 2171 – 2185 .
  • Gillespie , A.R. , Kahle , A.B. and Walker , R.E. 1987 . Color enhancement of highly correlated images – II. Channel ratio and chromaticity transformation techniques . Remote Sensing of Environment , 22 : 343 – 365 .
  • Gonzalez-Audicana , M , Saleta , J.L. , Catalá , R.G and Garcí , R . 2004 . Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition . IEEE Transactions on Geoscience and Remote Sensing , 42 : 1291 – 1299 .
  • Haydn , R. , Dalke , G.W. and Henkel , J. and Bare, J.C. 19–25 January 1982 . “ Application of the IHS color transform to the processing of multisensor data and image enhancement ” . In Proceedings of the International Symposium on Remote Sensing of Arid and Semi-Arid Lands , 19–25 January , 599 – 616 . Cairo : ISRS . Egypt, Cairo 1982
  • Laben , C.A. and Brower , B.V. 2000 . Process for Enhancing the Spatial Resolution of Multispectral Imagery Using Pan-Sharpening , US Patent . 6,011,875
  • Li , H. , Manjunath , B.S. and Mitra , S.K. 1995 . Multisensor image fusion using the wavelet transform . Graphical Models and Image Processing , 57 : 235 – 245 .
  • Lillo-Saavedra , M. and Gonzalo , C. 2007 . Multispectral images fusion by a joint multidirectional and multiresolution representation . International Journal of Remote Sensing , 28 : 4065 – 4079 .
  • Moran , M.S. , Jackson , R.D. , Slater , P.N. and Teillet , P.M. 1992 . Evaluation of simplified procedures for retrieval of land surface reflectance factors from satellite sensor output . Remote Sensing of Environment , 41 : 169 – 184 .
  • Nencini , F. , Garzelli , A. , Baronti , S. and Alparone , L. 2007 . Remote sensing image fusion using the curvelet transform . Information Fusion , 8 : 143 – 156 .
  • Nunez , J. , Otazu , X. , Fors , O. , Prades , A. , Pala , V. and Arbiol , R. 1999 . Multiresolution-based image fusion with additive wavelet decomposition . IEEE Transactions on Geoscience and Remote Sensing , 37 : 1204 – 1211 .
  • Otazu , X. , Gonzalez–Audicana , M , Fors , O. and Nunez , J. 2005 . Introduction of sensor spectral response into image fusion methods. Application to wavelet-based methods . IEEE Transactions on Geoscience and Remote Sensing , 44 : 2376 – 2385 .
  • Pellemans , A.H.J.M. , Jordans , R.W.L. and Allewijn , R. 1993 . Merging multispectral and panchromatic SPOT images with respect to the radiometric properties of the sensor . Photogrammetric Engineering and Remote Sensing , 59 : 81 – 87 .
  • Pohl , C. and van Genderen , J.L. 1998 . Multisensor image fusion in remote sensing: concepts, methods and applications . International Journal of Remote Sensing , 19 : 823 – 854 .
  • Ranchin , T. , Aiazzi , B. , Alparone , L. , Baronti , S. and Wald , L. 2003 . Image fusion – the ARSIS concept and some successful implementation schemes . ISPRS Journal of Photogrammetry and Remote Sensing , 58 : 4 – 18 .
  • Ranchin , T. and Wald , L. 1993 . The wavelet transform for the analysis of remotely sensed images . International Journal of Remote Sensing , 14 : 615 – 179 .
  • Ranchin , T. and Wald , L. 2000 . Fusion of high spatial and spectral resolution images: the ARSIS concept and its implementation . Photogrammetric Engineering and Remote Sensing , 66 : 49 – 61 .
  • Schowengerdt , R.A. 1980 . Reconstruction of multispatial, multispectral image data using spatial frequency content . Photogrammetric Engineering and Remote Sensing , 46 : 1325 – 1334 .
  • Svab , A. and Ostir , K. 2006 . High-resolution image fusion: methods to preserve spectral and spatial resolution . Photogrammetric Engineering and Remote Sensing , 72 : 561 – 572 .
  • Thomas , C. , Ranchin , T. , Wald , L. and Chanussot , J. 2008 . Synthesis of multispectral images to the high spatial resolution: a critical review of fusion methods based on remote sensing physics . IEEE Transactions on Geoscience and Remote Sensing , 46 : 1301 – 1312 .
  • Varotsos , C. 2005 . “ Modern computational techniques for environmental data: application to the global ozone layer ” . In Lecture Notes in Computer Science, 3516, pp. 504–510
  • Varotsos , C. , Assimakopoulos , M.N. and Efstathiou , M. 2007 . Technical note: long-term memory effect in the atmospheric CO concentration at Mauna Loa . Atmospheric Chemistry and Physics , 7 : 629 – 634 .
  • Varotsos , C.A. and Cracknell , A.P. 2004 . New features observed in the 11-year solar cycle . International Journal of Remote Sensing , 25 : 2141 – 2157 .
  • Varotsos , C.A. , Ondov , J.M. , Cracknell , A.P. , Efstathiou , M.N. and Assimakopoulos , M.N. 2006 . Long-range persistence in global aerosol index dynamics . International Journal of Remote Sensing , 27 : 3593 – 3603 .
  • Wald , L. 2000 . “ Quality of high resolution synthesized images: is there a simple criterion? In Proceedings of International ” . In Conference on Fusion of Earth Data, 26–28 January 2000, Nice, France ( , 99 – 105 . Nice : SEE/URISCA .
  • Wald , L. , Ranchin , T. and Mangolini , M. 1997 . Fusion of satellite images of different spatial resolutions: assessing the quality of resulting images . Photogrammetric Engineering and Remote Sensing , 63 : 691 – 699 .
  • Wang , Z. , Ziou , D. , Armenakis , C. , Li , D. and Li , Q. 2005 . A comparative analysis of image fusion methods . IEEE Transactions on Geoscience and Remote Sensing , 43 : 1391 – 1402 .
  • Yocky , D.A. 1996 . Multiresolution wavelet decomposition image merger of Landsat Thematic Mapper and SPOT panchromatic data . Photogrammetric Engineering and Remote Sensing , 62 : 1067 – 1074 .
  • Yuhas , R.H. , Goetz , A.F.H. and Boardman , J.W. 1992 . “ Discrimination among semi-arid landscape endmembers using the spectral angle mapper (SAM) algorithm ” . In In Summaries of the Third Annual JPL Airborne Earth Science Workshop, 1 June 1992 , 147 – 149 . Pasadena CA, , Pasadena : Jet Propulsion Laboratory .
  • Zhang , Y. A new automatic approach for effectively fusing Landsat 7 as well as IKONOS images . 2002 IEEE International Geoscience and Remote Sensing Symposium . June 24–28 2002 , Toronto, ON. pp. 2429 – 2431 . New York : IEEE .
  • Zhang , Y. July 2002 2002b . Problems in the fusion of commercial high-resolution satellite as well as Landsat 7 images and initial solutions , July 2002 , 9 – 12 . Ottawa, ON. Available on CD-ROM : ISPRS, CIG, SDH Joint International Symposium on GeoSpatial Theory, Processing and Applications .
  • Zhou , J. , Civico , D.L. and Silander , J.A. 1998 . A wavelet transform method to merge Landsat TM and SPOT panchromatic data . International Journal of Remote Sensing , 19 : 743 – 757 .

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