Inserting non-local blocks into LinkNet raises DeepGlobe road extraction mIoU to 65.00, about 1.5 points above its own baseline and above published ensemble results.
Pednet: A spa tio- temporal deep convolutional neural network for pedestrian segmenta- tion,
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NL-LinkNet: Toward Lighter but More Accurate Road Extraction with Non-Local Operations
Inserting non-local blocks into LinkNet raises DeepGlobe road extraction mIoU to 65.00, about 1.5 points above its own baseline and above published ensemble results.