Search Results for author: Hannes Kruppa

Found 2 papers, 0 papers with code

PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training

no code implementations14 Oct 2020 An Tran, Ali Zonoozi, Jagannadan Varadarajan, Hannes Kruppa

In this paper, we propose a two-stage transfer learning technique to improve robustness of semantic segmentation for satellite images that leverages noisy pseudo ground truth masks obtained automatically (without human labor) from crowd-sourced OpenStreetMap (OSM) data.

Disaster Response Image Segmentation +3

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