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• W1980364018 abstract "A reconstruction technique, based on the 2-D truncated singular value decomposition, is first proposed to enhance the spatial resolution of radiometer earth observation measurements. The technique is very computer time effective when the kernel is a 2-D tensor product. The key issue regarding the selection of the truncation parameter is addressed by the statistically based generalized cross-validation approach. Experiments undertaken on a data set consisting of both simulated and actual 2-D special sensor microwave imager radiometer measurements show the robustness of the technique against the additive noise and its effectiveness in terms of processing time. A typical 2-D radiometer scene is processed in seconds by a standard PC processor." @default.
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• W1980364018 date "2014-05-01" @default.
• W1980364018 modified "2023-09-26" @default.
• W1980364018 title "Two-Dimensional TSVD to Enhance the Spatial Resolution of Radiometer Data" @default.
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• W1980364018 doi "https://doi.org/10.1109/tgrs.2013.2261303" @default.
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