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cs.RO2025
Expert Switching for Robust AAV Landing: A Dual-Detector Framework in Simulation
Humaira Tasnim, Ashik E Rasul, Bruce Jo +1
Reliable helipad detection is essential for Autonomous Aerial Vehicle (AAV) landing, especially under GPS-denied or visually degraded conditions. While modern detectors such as YOL…
cs.RO2025
Development and Testing for Perception Based Autonomous Landing of a Long-Range QuadPlane
Ashik E Rasul, Humaira Tasnim, Ji Yu Kim +4
QuadPlanes combine the range efficiency of fixed-wing aircraft with the maneuverability of multi-rotor platforms for long-range autonomous missions. In GPS-denied or cluttered urba…
cs.RO2024
Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial Vehicles
Ashik E Rasul, Humaira Tasnim, Hyung-Jin Yoon +5
Learning-based solutions have enabled incredible capabilities for autonomous systems. Autonomous vehicles, both aerial and ground, rely on DNN for various integral tasks, including…