Hyper-Sharpening: A First Approach on SIM-GA Data

作者: Massimo Selva , Bruno Aiazzi , Francesco Butera , Leandro Chiarantini , Stefano Baronti

DOI: 10.1109/JSTARS.2015.2440092

关键词:

摘要: This paper aims at defining a new paradigm (hypersharpening) in remote sensing image fusion. In fact, due to the development of instruments, thinking only terms pansharpening is reductive. Even though some expressions as hyperspectral (HS) already exist, there not suitable definition when multispectral/hyperspectral data are used source extract spatial details. After hypersharpening framework, we draw readers’ attention its peculiar characteristics, by proposing and evaluating two methods. Experiments carried out on produced updated version SIM-GA imager, designed Selex ES, which composed panchromatic camera spectrometers VNIR SWIR spectral ranges, respectively. Owing different resolution factors among panchromatic, sets, can apply fuse resolution. Comparisons with “traditional” show more effective.

参考文章(57)
W. J. Carper, The use of intensity-hue-saturation transformations for merging SPOT panchromatic and multispectral image data Photogrammetric Engineering and Remote Sensing. ,vol. 56, pp. 457- 467 ,(1990)
Lloyd N. Trefethen, David Bau, Numerical Linear Algebra ,(1997)
Giorgio Antonino Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat, Christian Jutten, Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction EURASIP Journal on Advances in Signal Processing. ,vol. 2012, pp. 207- ,(2012) , 10.1186/1687-6180-2012-207
Naoto Yokoya, Akira Iwasaki, Hyperspectral and multispectral data fusion mission on hyperspectral imager suite (HISUI) international geoscience and remote sensing symposium. pp. 4086- 4089 ,(2013) , 10.1109/IGARSS.2013.6723731
Naoto Yokoya, Takehisa Yairi, Akira Iwasaki, Coupled Nonnegative Matrix Factorization Unmixing for Hyperspectral and Multispectral Data Fusion IEEE Transactions on Geoscience and Remote Sensing. ,vol. 50, pp. 528- 537 ,(2012) , 10.1109/TGRS.2011.2161320
Bruno Aiazzi, Luciano Alparone, Stefano Baronti, Ivan Pippi, Massimo Selva, Context modeling for joint spectral and radiometirc distortion minimization in pyramid-based fusion of MS and P image data PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. ,vol. 4885, pp. 46- 57 ,(2003) , 10.1117/12.463143
Alan R Gillespie, Anne B Kahle, Richard E Walker, Color enhancement of highly correlated images. II. Channel ratio and “chromaticity” transformation techniques Remote Sensing of Environment. ,vol. 22, pp. 343- 365 ,(1987) , 10.1016/0034-4257(87)90088-5
Joshua B Tenenbaum, Vin de Silva, John C Langford, A Global Geometric Framework for Nonlinear Dimensionality Reduction Science. ,vol. 290, pp. 2319- 2323 ,(2000) , 10.1126/SCIENCE.290.5500.2319
F.A. Kruse, A.B. Lefkoff, J.W. Boardman, K.B. Heidebrecht, A.T. Shapiro, P.J. Barloon, A.F.H. Goetz, The spectral image processing system (SIPS)—interactive visualization and analysis of imaging spectrometer data Remote Sensing of Environment. ,vol. 44, pp. 145- 163 ,(1993) , 10.1016/0034-4257(93)90013-N
Shutao Li, Haitao Yin, Leyuan Fang, Remote Sensing Image Fusion via Sparse Representations Over Learned Dictionaries IEEE Transactions on Geoscience and Remote Sensing. ,vol. 51, pp. 4779- 4789 ,(2013) , 10.1109/TGRS.2012.2230332