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However, these methods solving the M-S functional involve alternating optimization [21, 22] of the reconstruction function and the contour.
Define the following "reconstruction" function: (14).
Compared to the simpler reconstruction function [4] mentioned in Section 3, the reconstruction function in (12) shifts the reconstruction levels toward the center of the quantization interval.
The Gaussian quadrature is also used to compute the numerical fluxes from the reconstruction function.
Using the measured field map, the initial reconstruction function was generated.
In the absence of quantization at the sensors, one can define the following reconstruction function: (15).
Similar(41)
By avoiding the duplication of data acquisition and image reconstruction functions, for example, a more integrated design should also allow cost savings over current commercial PET/CT scanners.
Then, a denoising step was applied using the method described in Hsu et al. [29] using the Haar wavelet family and the sure estimator for thresholding, with Jo (the level up to which the wavelet coefficients are subject to thresholding) equals to 4. The wavelet decomposition and reconstruction functions were from the WAVESLIM package.
Hyperparameters of sparse priors are then used as the regularization parameter which controls the trade-off between a reconstruction error function and a sparsity-favorable penalty function.
A diffraction-limited image reconstruction objective function is designed by combining the temporal and spatial information.
We apply the idea of successive approximation to the reconstruction distortion function and solve the problem of power allocation in the sensor network.
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