Julius Rückin

Informative Path Planning for Active Learning in Aerial Semantic Mapping

2022 · arXiv (Cornell University)

Semantic segmentation of aerial imagery is an important tool for mapping and earth observation. However, supervised deep learning models for segmentation rely on large amounts of high-quality labelled data, which is labour-intensive and time-consuming to …