Differential morphological profile neural networks for segmentation of remote sensing imagery
This dissertation extends DMPNet to semantic segmentation of remote sensing imagery, establishing that DMP features offer useful complementary shape information for remote sensing segmentation, but that preserving RGB information through a dual-stream design is critical to realizing this benefit.