In addition, to handle outliers in real data, a robust phase recovery step prior to parameter retrieval is also introduced. Our approach does not assume the stationarity of each sample in the object, which is usually assumed in other pixel cluster-based methods, such as SqueeSAR. Given such classification labels in the SAR image, we propose a general framework for object-based InSAR parameter retrieval, where the parameters of the whole object are jointly estimated by the inversion of a regularized tensor model instead of pixelwise. Only until recently, the first demonstration of object-based urban infrastructure monitoring by fusing InSAR and the semantic classification labels derived from optical images was presented by Wang et al. Past research mostly focused on the optimal retrieval of deformation parameters on the basis of a single pixel or a pixel cluster. LATINO CHANNELS (1000+ CHANNELS), SOUTH AFRICA CHANNELS, MEXICO CHANNELS, SPAIN CHANNELS, ARGENTINA CHANNELS, COLOMBIA CHANNELS, BRAZIL CHANNELS, UK CHANNELS, HONDURAS CHANNELS, NICARAGUA CHANNELS, PERU CHANNELS, CHILIE CHANNELS, SALVADOR & COSTA RICA CHANNELS, ECUADOR & BOLIVIA CHANNELS, VENEZUELA & PARAGUAY CHANNELS, PANAMA & URUGAY CHANNELS, DOMINICAN CHANNELS, GREECE CHANNELS, INDIA & PAKISTAN CHANNELS, CHRISTIAN CHANNELS, ANIME CHANNELS.Deformation monitoring by multipass synthetic aperture radar (SAR) interferometry (InSAR) is, so far, the only imaging-based method to assess millimeter-level deformation over large areas from space.
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