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This robust noise estimation framework is advantageous to automating denoising algorithms that require noise variance information.
We propose to include variance information about the color and motion distributions of each region in the KMCC distance function.
Here, all the B-frames need not be transmitted and they can be correctly reconstructed with zero variance information.
This novel sampling approach sequentially selects new points by maximizing an expected prediction error criterion that considers both the bias and variance information.
So far, only the variance information has been exploited in designing different noise-reduction filters while the pseudo-variance has been neglected.
The variance information is taken into account in the PID controller design and is used for the selection of data to improve the model at the successive stage.
Similar(30)
variance weighted information entropy.
We introduce variance weighted information entropy into the model to optimize the detection results.
Section 2 introduces the location stage of the high-resolution SAR images based on the variance weighted information entropy.
In this paper, five simple analytical functions are firstly used to illustrate the feasibility of the variance and information entropy methods.
Then, based on a synthetical groundwater model, the variance and information entropy methods are used to assess the BMA uncertainty of groundwater modeling.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com