291
Views
25
CrossRef citations to date
0
Altmetric
Original Articles

A technique based on non-linear transform and multivariate analysis to merge thermal infrared data and higher-resolution multispectral data

&
Pages 6459-6471 | Received 03 Jan 2006, Accepted 21 Jan 2009, Published online: 14 Dec 2010

References

  • Aiazzi , B. , Alparone , L. , Baronti , S. and Garzelli , H. 2002 . 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. 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. , 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 .
  • 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 .
  • Daubechies , I. 1988 . Orthogonal bases of compactly supported wavelets . Communications on Pure and Applied Mathematics , 41 : 909 – 996 .
  • 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. and Grossman and Ph. Tchamitchian , A. 298 – 304 . Berlin, , Germany : 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 .
  • 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 .
  • Hope , A. S. 1986 . “ Parameterization of surface moisture availability for evapotranspiration using combined remotely sensed spectral reflectance and thermal-IR observations ” . PhD dissertation, University of Maryland, College Park, MD, USA .
  • Laporterie , F. and Flouzat , G. 2003 . The morphological pyramid concept as a tool for multi-resolution data fusion . Integrated Computer-aided Engineering , 10 : 63 – 79 .
  • 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 .
  • Liu , J. G. and Moore , J. M. 1998 . Pixel block intensity modulation: adding spatial detail to TM band 6 thermal imagery . International Journal of Remote Sensing , 19 : 2477 – 2491 .
  • Mallat , S. G. 1989 . A theory for multiresolution signal decomposition: the wavelet representation . IEEE Transactions on Pattern Analysis and Machine Intelligence , 11 : 674 – 693 .
  • Mardia , K. V. , Kent , J. T. and Bibby , J. M. 1979 . Multivariate Analysis , 168 – 169 . New York : Academic Press .
  • Moran , M. S. 1990 . A window-based technique for combining Landsat Thematic Mapper thermal-IR data with higher-resolution multispectral data over agricultural lands . Photogrammetric Engineering and Remote Sensing , 56 : 337 – 342 .
  • Munechika , C. K. , Warnick , J. S. , Salvaggio , C. and Schott , J. R. 1993 . Resolution enhancement of multispectral image data to improve classification accuracy . Photogrammetric Engineering and Remote Sensing , 59 : 67 – 72 .
  • Nencini , F. , Garzelli , A. , Baronti , S. and Alparone , L. 2007 . Remote sensing image fusion using the curvelet transform . Information Fusion , 8 : 143 – 156 .
  • Núñez , 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. , González-Audícana , M. , Fors , O. and Núñez , 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 van Genderen , J. L. 1998 . Multisensor image fusion in remote sensing: concepts, methods and applications . International Journal of Remote Sensing , 19 : 823 – 854 .
  • Price , J. C. 1987 . Combining panchromatic and multispectral imagery from dual resolution satellite instruments . Remote Sensing of Environment , 21 : 119 – 128 .
  • 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 Photogrammetric Engineering and Remote Sensing , 58 : 4 – 18 .
  • 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 .
  • Ranchin , T. , Wald , L. and Mangolini , M. The ARSIS method: a general solution for improving spatial resolution of images by means of sensor fusion . Proceedings EARSeL Conference ‘Fusion of Earth Data’ . February 6–8 1996 , Cannes, France. pp. 53 – 58 . Nice, , France : SEE Gre'CA .
  • 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 , 2nd , 378 – 383 . Orlando, FL : Academic Press .
  • Wald , L. and Baleynaud , J. M. 1999 . Observing air quality over the city of Nautes by the means of Landsat thermal-IR data . International Journal of Remote Sensing , 20 : 947 – 959 .
  • 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 .
  • 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 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.