CNN-based Ego-Motion Estimation for Fast MAV Maneuvers
Yingfu Xu,Guido C. H. E. de Croon,Yingfu Xu,Guido C. H. E. de Croon
In the field of visual ego-motion estimation for Micro Air Vehicles (MAVs), fast maneuvers stay challenging mainly because of the big visual disparity and motion blur. In the pursuit of higher robustness, we study convolutional neural networks (CNNs) that predict the relative pose between subsequent images from a fast-moving monocular camera facing a planar scene. Aided by the Inertial Measurement...
