David Huangal

Differential morphological profile neural networks for segmentation of remote sensing imagery

Semantic segmentation, assigning a class label to each pixel, has been revolutionized by deep neural networks. A significant milestone, the Fully Convolutional Network (FCN), demonstrated that a purely convolutional architecture could outperform previous approaches. Subsequent architectures largely adopted its encoder–...