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Doing so allowed us to characterise in detail the allelic dropout in each marker, and to establish a set of criteria to minimise artefacts and maximise data fidelity.
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where E data is the data fidelity term, E map is the mapping fidelity, and E reg is the regularizer.
The second approach overcoming the staircasing effect is to adopt the new data fidelity term.
We propose a novel image contrast enhancement method via non-convex gradient fidelity-based (NGF) variational model which consists of the data fidelity term and the NGF regularization.
In this energy functional, the first term is the data fidelity term.
The first term in the cost function enforces data fidelity in image-domain.
A reminder letter was sent to all non-responders in an attempt to maximise data collection.
An energy functional is first proposed, which uses a data-fidelity term deduced from Poisson distribution instead of the usual L 2 norm as a measure of fidelity.
Moreover, they use ℓ 1 or ℓ 2 norm for the data-fidelity term.
We first propose an energy functional based on the data-fidelity measure deduced from Poisson distribution.
A data-driven variational model for contrast enhancement is then formulated by combining the data-fidelity term and this prior.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com