However, existing physics-based augmentation models typically rely on single scattering approximations to predict light propagation under unfavorable conditions, such as fog. This can prevent the reproduction of important signal characteristics encountered in a real-world environment. Consequently, in this ...
and is sensitive to water content in vegetation and not affected by clouds [17,35]. Although SAR can improve the saturation value of AGB, it still cannot completely solve this problem [24,34]. Light Detection and Ranging (LiDAR), as another active sensor, is not limited by...
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Here, attention has been focused on the degassing fumarolic vent of Pisciarelli that, besides a small augmentation in discharge temperature (from less than 95 °C up to 110 °C), has visibly escalated in degassing activity over the past decade (the carbon dioxide concentration in fumaroles has...
Data augmentation is adopted to mitigate the over-fitting phenomenon caused by constraints of the labeling data. The image patch is extracted with 50% overlap, and each image patch is flipped vertically and horizontally, and then rotated 90°, 180° and 270° [27]. In the inference stage, ...