3 citations · 5 across the 4 of their papers we have counts for
4 papers
Quasi Real-Time Autonomous Satellite Detection and Orbit Estimation
Jarred Jordan, Daniel Posada, Matthew Gillette +2
A method of near real-time detection and tracking of resident space objects (RSOs) using a convolutional neural network (CNN) and linear quadratic estimator (LQE) is proposed. Adva…
RGB-D Robotic Pose Estimation For a Servicing Robotic Arm
Jared Herron, Daniel Lopez, Jarred Jordan +5
A large number of robotic and human-assisted missions to the Moon and Mars are forecast. NASA's efforts to learn about the geology and makeup of these celestial bodies rely heavily…
Detection and Initial Assessment of Lunar Landing Sites Using Neural Networks
Daniel Posada, Jarred Jordan, Angelica Radulovic +3
Robotic and human lunar landings are a focus of future NASA missions. Precision landing capabilities are vital to guarantee the success of the mission, and the safety of the lander…
Satellite Detection in Unresolved Space Imagery for Space Domain Awareness Using Neural Networks
Jarred Jordan, Daniel Posada, David Zuehlke +3
This work utilizes a MobileNetV2 Convolutional Neural Network (CNN) for fast, mobile detection of satellites, and rejection of stars, in cluttered unresolved space imagery. First,…