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Original Articles

An image fusion method for misaligned panchromatic and multispectral data

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Pages 1125-1137 | Received 26 Nov 2007, Accepted 21 Oct 2009, Published online: 04 Mar 2011

References

  • Aiazzi , B. , Alparone , L. , Baronti , S. and Lotti , F. 1997 . Lossless image compression by quantization feedback in a content-driven enhanced Laplacian pyramid . IEEE Transactions on Image Processing , 6 : 831 – 843 .
  • Aiazzi , B. , Alparone , L. , Baronti , S. and Pippi , I. 1999 . Fusion of 18 m MOMS-2P and 30 m Landsat TM multispectral data by the generalized Laplacian pyramid . ISPRS International Archives of Photogrammetry and Remote Sensing , 32 : 116 – 122 .
  • Aiazzi , B. , Alparone , L. , Baronti , S. and Garzelli , H. 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. , 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. , 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. , 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 .
  • Burt , P.J. and Adelson , E.H. 1983 . The Laplacian pyramid as a compact image code . IEEE Transactions on Communications , COM-31 : 532 – 540 .
  • Chavez , P.S. Jr . 1988 . An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data . Remote Sensing of Environment , 24 : 459 – 479 .
  • Chavez , P.S. Jr . 1996 . Image-based atmospheric corrections – revisited and improved . Photogrammetric Engineering and Remote Sensing , 62 : 1025 – 1036 .
  • Chavez , P.S. Jr , 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 .
  • Dutilleux , P. 1989 . “ An implementation of the “algorithme à trous” to compute the wavelet transform ” . In Wavelets: Time-Frequency Methods and Phase Space , Edited by: Combes , J.M. , Grossman , A. and Tchamitchian , Ph. 298 – 304 . Berlin : Springer-Verlag .
  • 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 .
  • González-Audícana , M. , Saleta , J.L. , Catalán , R.G. and García , 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 .
  • Hallada , W.A. and Cox , S. Image sharpening for mixed spatial and spectral resolution satellite systems . Proceedings of the 17th International Symposium on Remote Sensing of Environment . 9–13 May 1983 , Ann Arbor, Michigan. pp. 1023 – 1032 . Ann Arbor, MI : Environmental Research Institute .
  • Laben , C.A. and Brower , B.V. Process for Enhancing the Spatial Resolution of Multispectral Imagery Using Pan-Sharpening . US Patent 6,011,875 . 2000 .
  • 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 .
  • Mallat , S.G. 1989 . A theory for multiresolution signal decomposition: the wavelet representation . IEEE Transactions on Pattern Analysis and Machine Intelligence , 11 : 674 – 693 .
  • 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 .
  • Pohl , C. and Genderen , J.L. van . 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 .
  • Schowengerdt , R.A. 1997 . Remote Sensing: Models and Methods for Image Processing , Orlando, FL : Academic Press .
  • Serra , J. 1982 . Image Analysis and Mathematical Morphology , Vol. 1 , 1 – 610 . New York, NY : Academic Press .
  • Starck , J.L. , Cande's , E.J. and Donoho , D.L. 2002 . The curvelet transform for image denoising . IEEE Transactions on Image Processing , 11 : 670 – 684 .
  • Starck , J.L. , Murtagh , F. , Cande's , E.J. and Donoho , D.L. 2003 . Gray and color image contrast enhancement by the curvelet transform . IEEE Transactions on Image Processing , 12 : 706 – 717 .
  • Tu , T. , Huang , P. , Su , S. , Hung , C. and Chang , C. 2004 . A fast intensity-hue-saturation fusion technique with spectral adjustment for IKONOS imagery . IEEE Geoscience and Remote Sensing Letters , 1 : 309 – 312 .
  • Varotsos , C. 2005a . Power-law correlations in column ozone over Antarctica . International Journal of Remote Sensing , 26 : 3333 – 3342 .
  • Varotsos , C. 2005b . Modern computational techniques for environmental data; application to the global ozone layer . Computational Science – ICCS 2005, PT 3, Book Series: Lecture Notes in Computer Science , 3516 : 504 – 510 .
  • Varotsos , C. and Kirk-Davidoff , D. 2006 . Long-memory processes in ozone and temperature variations at the region 60°S–60°N . Atmospheric Chemistry and Physics , 6 : 4093 – 4100 .
  • Varotsos , P.A. , Sarlis , N.V. and Skordas , E.S. 2003 . Electric fields that ‘arrive’ before the time-derivative of the magnetic field prior to major earthquakes . Physical Review Letters , 91 : 148501
  • Varotsos , C. , Ondov , J. and Efstathiou , M. 2005 . Scaling properties of air pollution in Athens, Greece and Baltimore, Maryland . Atmospheric Environment , 39 : 4041 – 4047 .
  • 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 .
  • Varotsos , C. , Assimakopoulos , M.-N. and Efstathiou , M. 2007 . Technical Note: Long-term memory effect in the atmospheric CO2 concentration at Mauna Loa . Atmospheric Chemistry and Physics , 7 : 629 – 634 .
  • Wald , L. Quality of high resolution synthesized images: is there a simple criterion? . Proceedings of International Conference on Fusion of Earth Data . January 2000 , Nice, France. pp. 99 – 105 . Nice, , France : 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 .
  • Watkins, T., 2005, The Tasseled Cap transformation in remote sensing. http://www2.sjsu.edu/faculty/watkins/tassel.htm (http://www2.sjsu.edu/faculty/watkins/tassel.htm) (Accessed: 14 October 2005 ).
  • 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. Discrimination among semi-arid landscape endmembers using the spectral angle mapper (SAM) algorithm . Summaries of the Third Annual JPL Airborne Earth Science Workshop . 1 June 1992 , Pasadena, CA. pp. 147 – 149 . Pasadena, CA : Jet Propulsion Laboratory .
  • Zhang , Y. Problems in the fusion of commercial high-resolution satellite as well as Landsat 7 images and initial solutions . ISPRS Commission IV Symposium on Geospatial Theory, Processing and Applications . 9–12 July 2002 . Ottawa, , Canada
  • Zhang , Y. A new automatic approach for effectively fusing Landsat 7 as well as IKONOS images . Proceedings of IEEE IGARSS’02 and 24th Canadian Symposium of Remote Sensing (CD-ROM) – Remote Sensing: Integrating Our View of the Planet . 24–28 June 2002 . Toronto, , Canada
  • 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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