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Dennis Melamed

3 accepted papers

2025

EBS-EKF: Accurate and High Frequency Event-based Star Tracking

CVPR 2025highlight

Event-based sensors (EBS) are a promising new technology for star tracking due to their low latency and power efficiency, but prior work has thus far been evaluated exclusively in simulation with simplified signal models. We propose a novel algorithm for event-based star tracking, grounded in an an…

Cited by 0SourcePDFScholar
2022

Learnable Spatio-Temporal Map Embeddings for Deep Inertial Localization

IROS 2022poster

Indoor localization systems often fuse inertial odometry with map information via hand-defined methods to reduce odometry drift, but such methods are sensitive to noise and struggle to generalize across odometry sources. To address the robustness problem in map utilization, we propose a data-driven…

Cited by 2SourceScholar