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Each WZB is decoded with the help of side information generated by bilinear interpolation of two co-located and reconstructed KBs that precede and succeed the current WZB, respectively.
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43 Input grids were either extended or clipped to match the geographic extent of a land mask template, aligned to it, and eventually resampled to a 5 km resolution by bilinear interpolation for continuous surface, and majority approach for categorical data.
During the processing we used a multi-looking of 5 azimuth x 5 range, which corresponded to about 10 m x 10 m, which was also the spatial resolution of the geocoded DSMs obtained by bilinear interpolation.
Shi, W., Wang, B. & Tian, Y. Accuracy analysis of digital elevation model relating to spatial resolution and terrain slope by bilinear interpolation.
Hence, the ToF information is scaled up by bilinear interpolation.
Then, using extrinsic parameters, the transformation of foreground 3D points from the camera to the world reference frame is carried out and scaled up by bilinear interpolation.
This was done by bilinear interpolation Xcon computer program (Yatagai et al. 2009).
In the training stage, we first resize the original cloud images into 256×256 pixels with preserved aspect ratio by bilinear interpolation.
Intensity at (x', y') in the corrected images was calculated approximately from the acquired images by bilinear interpolation [35].
In SART, reconstructions are obtained by bilinear interpolation.
Next, circular patches were generated around the canonical points which were mapped back to the original picture using the inverse of T. This process creates 13 ellipses which were then used to crop the image content by bilinear interpolation.
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