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cs.CV2025
Differential Morphological Profile Neural Networks for Semantic Segmentation
David Huangal, J. Alex Hurt
Semantic segmentation of overhead remote sensing imagery enables applications in mapping, urban planning, and disaster response. State-of-the-art segmentation networks are typicall…
cs.CV2025
Evaluation and Analysis of Deep Neural Transformers and Convolutional Neural Networks on Modern Remote Sensing Datasets
J. Alex Hurt, Trevor M. Bajkowski, Grant J. Scott +1
In 2012, AlexNet established deep convolutional neural networks (DCNNs) as the state-of-the-art in CV, as these networks soon led in visual tasks for many domains, including remote…