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For this purpose, kernel sizes from 200 m to 10 km were tested.
The large kernel sizes produced a near uniform response surface and failed to capture the local variation patterns.
The kernel sizes depend largely on the level of noise within the dataset.
It is known that settling of various sized kernels can occur that will stratify kernel sizes over the volume of the lot.
Effects of kernel size on grain sorghum [Sorghum bicolor (L).
Kernel sizes and resolution are intimately related in fragmentation analysis.
G1.5 mm indicates Gaussian filter of 1.5-mm kernel size; G2.5 mm, Gaussian filter of 2.5-mm kernel size.
Numbers written on left side of conv, pool, fc indicate [(#kernel) × kernel size, width × height) / (stride)], [(#kernel size, width × height) / (stride)], [(#output node)] respectively.
Therefore, we use two convolutional layers in this paper; in terms of the kernel size, the results for a 3 × 1 kernel size are nearly identical to those for a 5 × 1 kernel size.
Moench] quality were studied in an experiment designed to separate effects of kernel size from seedlot.
Therefore, one would use a light (1.5-mm kernel size) smoothing rather than a heavy (2.5-mm kernel size) one in view of measurement reproducibility.
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