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The dimension of w is reduced to.
The dimension of w is 400.
But the dimension of w B is N t × 1, and x B is a scalar.
where w'n,t is the re-weighted value of the n th dimension of W in round t.
In the above formula, RF (x, y) represents the local (in the window with the dimension of W × W)) spatial frequency of the pixel (x, y) in row direction, and CF (x, y) represents the local spatial frequency in column direction; SF (x, y) is the local spatial frequency of the point (x, y).
To achieve localization, the image of interest, I, with a resolution of M × N, is divided into overlapping blocks with a dimension of W × W, and an overlapping stride of 8 pixels, the size of the blocks on which DCT is performed during JPEG compression.
Similar(51)
The instrument has a compact design, with all components arranged in a briefcase with dimensions of 45 (w) × 35 (d) × 15 cm (h) and a weight of about 15 kg.
The TST apparatus consisted of a cubicle made of 1.2 cm Plexiglas with inside dimensions of 40 (w) × 40 (l) × 35 (d) cm.
The overall size of the microreactor chip was 23 mm × 23 mm with a reaction channel dimension of 0.6 mm (W) × 0.3 mm (H) × 190 mm (L).
As to the selections of reduced vertical dimension of basis matrix W (i.e., K) and weight parameters λ1, λ2, λ3, λ4, γ1, and γ2 (Supplementary Figure S1), we detailed them in Supplementary Material.
Using varying parameters s, μ p, and w, the model calculated the Jfix, Jsacc, and Asacc: the three surfaces (slightly smoothed for readability) shown in Figures 8 and 10, report the domain of all available explorations choosing the minimum value along the dimension of the parameter w.
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