Since the original HSI and PANI have different sizes,
upsampling is done on HSI to obtain the same size for both.
This model architecture differs from traditional models because it uses no fully-connected layers, instead relying completely on convolution and
upsampling operations.
Local studies that use soil pH from US Department of Agriculture data within each state at a smaller resolution may be preferred to
upsampling the coarse International Geosphere-Biosphere Programme data.
Experience stunning stereo sound with aptX-HD, 24-bit
upsampling DAC, and extended wireless range.
Since only real and positive signals can be transmitted in the VLC system, the
upsampling and upconverting operations are applied, where real-value signals are obtained by the complex-to-real-value conversion [17].
Robles, "Non-local MRI
upsampling," Medical Image Analysis, vol.
Therefore, we conducted down- and
upsampling for 5 m resolution after image processing.
These kinds of dilated convolutions are further explored in [21] along with another
upsampling method called dense
upsampling convolution.