Edward Kiewra

A Convolutional Neural Network Feature Detection Approach to Autonomous Quadrotor Indoor Navigation

Object detection, extended to recognize and localize indoor structural features, is used to enable a quadrotor drone to autonomously navigate through indoor environments. The video stream from a monocular front-facing camera on-board a quadrotor drone is fed to an off-board system that runs a Convol…