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The method from [1] shows upper bound accuracy for initialized latent pose conditional random field model (LPCRFinit in [1]) with the same training and test data.
Alternatively, if the type of activity is known and training data is available, a low-dimensional latent pose space may be learned and the difficulty and cost of the estimation task reduced.
The resulting algorithm, which we term multiple activity model annealed particle filtering (MAM-APF), is able to dynamically vary the scope of its search effort, using a small number of particles to explore latent pose spaces and a large number of particles to explore the full pose space.
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The predominance of CTL-resistant viruses in the latent reservoir poses a major challenge to viral eradication.
This large pool of individuals with latent infection poses a major hurdle for global tuberculosis control efforts [ 5, 6].
Individuals in the normal and susceptible groups with the following conditions were excluded from the study: common diabetic complications such as retinopathy, nephropathy and cardiovascular disorders which may pose latent effect on miRNA expression.
In two qualifiers this month, Ecuador have picked up only one point and slipped in the standings while Chile, equal on 21 points, are breathing down their necks and Uruguay and Venezuela pose a latent threat.
The inclusion of latent (unmeasured) variables poses additional problems [ 21, 22].
Discriminant analysis with artificially simulated pose errors in the latent space makes it robust to small pose errors caused due to a subject's incorrect pose estimation.
Latent tuberculous meningitis (LTBM) continues to pose a diagnostic problem, as it remains nonsymptomatic and shows only inflammatory changes in cerebrospinal fluid (CSF) [ 10].
By substituting the forward blur model with any GAC model, we come to the GAC-based non-uniform deblurring method, which can be solved by alternatively updating pose weight matrix W and latent clear image x.
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CEO of Professional Science Editing for Scientists @ prosciediting.com