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Finally, to complete the calibration of this region, the fitting method of smoothing spline is used to get the function of distortion correction.
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In general, computing the c.d.fs, namely F N ( s j ( N ) ) for N > 1, involves evaluating multi-dimensional integrals as a function of the distortion curves and cannot be expressed in closed form.
The stiffness is defined by a quadratic function of the worst distortion at the controlled degrees of freedom after applying optimal control.
In this section, we evaluate and compare the performance of the different encoder-decoder pairs as a function of the downsampling distortion.
By inserting into the original cost function of (43), the distortion for an arbitrary point in the th segment reads (46).
By inserting into the original cost function of (26), the distortion for an arbitrary point in the th network segment reads (37).
In Figure 4, we represent the average AUC values as a function of the introduced distortion rates.
The neuropathological changes observed in the brains of patients with Alzheimer Disease led to the formation of the Amyloid Hypothesis, which implicates both extracellular deposits of Aβ fibrils and low-order intracellular Aβ oligomers in the disruption of neuronal function, distortion of neural architecture, and induction of inflammation [ 1].
Without the prior assumption of distortion function, high-order statistics methods are wildly used; one of the optimality criteria is MED (minimum entropy deconvolution).
To demonstrate the practicality of the proposed method, analytical solution is derived on a particular reinsurance model that involves minimizing Conditional Value at Risk (a special case of distortion function) and with the reinsurance premium being determined by the inverse-S shaped distortion principle.
Information rate distortion function is a measure of distortion between the original source and its representation.
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