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The second testing stage in this study aimed to further assess the applicability of coupling ANN to WRF output for high-resolution rainfall downscaling and compare it with the interpolated data using a bilinear interpolation method.
The correlation between mixture variables and rheological characteristics was determined using a bilinear interpolation method.
The cells are then used to map trajectory points from pixel space to world space using a bilinear interpolation.
Then, ToF matrices dimensions have been scaled up using a bilinear interpolation and reprojected to the colour image using Equations 30 to 32.
After convolving an image with the resulting 40 Gabor wavelets, we down-sample the magnitude matrix M μ,ν by a factor of ρ = 8 by using a bilinear interpolation.
We downloaded WorldClim data at 30 arc-seconds, calculated the bioclimatic indices and aggregated the 30 arc-seconds datasets to 2.5 arc-minutes using a bilinear interpolation in order to reduce the computational time and data storage needs.
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We used a bilinear interpolation scheme with the Matlab function "resize" to this end (Matlab version 7.1.0.183 R14 SP3 Image Processing Toolbox, see www.mathworks.com).com
In the following, the so-called Q4-DIC [16] is used in which a mesh made of 4-noded quadrilateral (Q4) elements are used for which a bilinear interpolation is used to describe the displacement field in each element.
Some assumptions, such as the pure translational motion, the reconstruction of a pixel using a simple bilinear interpolation, and convex contours of SAD, are not valid in general.
These correspondences are used to perform a bilinear interpolation of the spherical image to recover each single finally rectified image (see Figure 4).
Since the rectification parameters are fixed by the camera type and by the relative orientation between the two cameras, the rectification process can be performed using a simple LUT plus a bilinear interpolation approach, as done in [21, 22], where the two LUTs (one for each image) are stored in the external shared memory.
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