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We then explore the location of images within the vector space, finding elements close in WordNet to be clustered together, regardless of significant visual variances (e.g., 118 dog types).
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(1) Large visual variance of query the visual query is naturally disturbed by varying visual qualities in the complex capture conditions, which needs robust visual signatures that can handle such significant variance in mobile visual search.
The number of subgroups retained was based on both statistical or visual (variance explained, dendrogram) and practical criteria (subgroup size).
The data violated assumptions of normality and homogeneity of variance (visual assessment of the frequency histogram and normal plot, Kolmogorov-Smirnov and Barlett tests), thus differences between treatments were assessed using a non-parametric Kruskal-Wallis (χ2) test (KW), followed by the non-parametric Student-Newman-Keuls (SNK) test to correct for multiple comparisons.
Combining principal component analysis (PCA) with LC/MS is an attractive method to provide a visual representation of variance between LC/MS profiles.
All data were checked for normality and equality of variances by visual inspection of scatterplots and distribution of residuals [89].
Those taxa that have low precisions in Table 8 have higher variances in visual appearances due to factors such as variability in imaging acquisition settings and preservation quality of the grain.
Random effects meta-analysis without covariates provided evidence of a relatively large and significant between-HA variance (estimated τ=8.47; P<0.001), thus supporting the visual impression of variability.
Regression analyses showed that the perceived lighting qualities helped to explain the variance in visual accessibility, whereas PCQ helped to explain perceived danger in the environment.
Taken together, our findings show that a simple measure based on first principles of efficient coding and human visual sensitivity explained more variance than previously published algorithms.
The visual reduction in voxel variance within the liver is evident in the HD and UHD images with the matched SUVmax protocol.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com