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Any vibration in the mounting will also be magnified and may severely reduce the quality of the observed image.
The major computation involved in this method appears in the learning phase, where three sets of simultaneous linear equations must be solved for each observed image.
(b) First sensor observed image Y1 = y1.
(c) Second sensor observed image Y2 = y2.
An imaging plate (Fujifilm Co., Tokyo, Japan, FDL-UR-V) was used for acquiring the observed image.
In this method, each ideal patch is modeled as a linear combination of similar patches from the observed image.
Unfortunately, hyperparameters used to specify Gibbs priors can greatly influence the degree of regularity imposed by such priors and, as a result, numerous procedures have been proposed to estimate hyperparameter values from observed image data.
A different approach to image restoration, also relevant to the current paper, is based on fusing multiple similar patches within the observed image.
For interlaced BI-RL to accelerate the iteration, we propose an interlaced block-iteration algorithm on down-sampled blocks of the observed image.
Fig. 3 Impact of refinement for the calibration scene and the Kinect V2. a Difference between the virtual reflectance image and the observed image.
Intuitively, the generative component describes a relationship between the decoded nuclei and the observed image.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com