2 papers
cs.CV2026
Cross-Scale Pretraining: Enhancing Self-Supervised Learning for Low-Resolution Satellite Imagery for Semantic Segmentation
John Waithaka, Gustave Bwirayesu, Moise Busogi
Self-supervised pretraining in remote sensing is mostly done using mid-spatial resolution (MR) image datasets due to their high availability. Given the release of high-resolution (…
cs.CV2025
Position Prediction Self-Supervised Learning for Multimodal Satellite Imagery Semantic Segmentation
John Waithaka, Moise Busogi
Semantic segmentation of satellite imagery is crucial for Earth observation applications, but remains constrained by limited labelled training data. While self-supervised pretraini…