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The first step is to estimate the local PSF on a grid of locations, using overlapping blocks.
First, we construct BoW of every image using dense SIFT descriptor (extracting SIFT on a dense grid of locations at a fixed scale and orientation) and 5,000 codewords.
Next, attention is paid to the actual random backscattered reflection coefficient, to estimate it at any location from experimental data at a given grid of locations of the lamina.
Most of these approaches control the movement of all sensors by minimizing the estimation error covariance, [4, 13], while the approach in [12] manages sensor mobility based on a Bayesian estimation model and restricting sensors to move only on a grid of locations.
Seismograms recorded at each station of the array, u(t), are stacked after time-reversed to grid of locations around the hypocentral location, i.e., where s i (t) is the stacked seismogram at the i'th grid location, the sum is over all stations is the predicted travel time between grid i and station k using a one-dimensional model, and Δt k is station-dependent time correction.
The different values of Z must be calculated on a grid of locations, with a resolution fine enough to capture the variation in the size and shape of individual tree crowns (each parcel of space must be assigned to an individual tree).
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The SOM could effectively classify the temporal-spatial patterns of regional groundwater levels, the NARX could accurately predict the mean of regional groundwater levels for adjusting the selected SOM, the Kriging was used to interpolate the predictions of the adjusted SOM into finer grids of locations, and consequently the prediction of a monthly regional groundwater level map could be obtained.
Grid of source locations tested for each time window (left), location of the stations (top right), seismograms used for the analyses (bottom right).
Localization error magnitude and orientation maps were interpolated to a 1-mm 3-D grid of source locations from the 8-mm spaced source location grids.
Source localization can be considered as an overcomplete basis representation problem using a grid of spatial locations.
However, despite being crisp, the data available when considering the evaluation criteria of the different alternatives constitute a discrete approximation performed on a spatial grid of potential locations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com