3 papers
eess.IV2026
Hardware-Aware Deployment of Joint SAR Compression and Despeckling on FPGA
Cédric Léonard, Francescopaolo Sica, Martin Schulz
Next-generation Synthetic Aperture Radar (SAR) missions will generate data far faster than they can downlink, making onboard data reduction essential for near-real-time Earth obser…
cs.LG2026
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic Review
Cédric Léonard, Dirk Stober, Martin Schulz
New UAV technologies and the NewSpace era are transforming Earth Observation missions and data acquisition. Numerous small platforms generate large data volume, straining bandwidth…
cs.CV2026
Data-Centric Benchmark for Label Noise Estimation and Ranking in Remote Sensing Binary Building Segmentation
Keiller Nogueira, Codrut-Andrei Diaconu, Dávid Kerekes +12
High-quality pixel-level annotations are essential for the semantic segmentation of remote sensing imagery. However, such labels are expensive to obtain and often affected by noise…