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.
Use of the hough transformation to detect lines and curves in pictures
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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.