ALINA fails on runway markings; the authors propose a CNN (AssistNet) to pre-classify runway vs taxiway, reporting 99.5% validation accuracy without end-to-end validation.
A robust airport runway detection network based on r-cnn using remote sensing images
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Runway vs. Taxiway: Challenges in Automated Line Identification and Notation Approaches
ALINA fails on runway markings; the authors propose a CNN (AssistNet) to pre-classify runway vs taxiway, reporting 99.5% validation accuracy without end-to-end validation.