Satoshi Kikuchi

Self-localization on a 3D map by fusing global and local features from a monocular camera

Self-localization on a 3D map by using an inexpensive monocular camera is required to realize autonomous driving. Self-localization based on a camera often uses a convolutional neural network (CNN) that can extract local features that are calculated by nearby pixels. However, when dynamic obstacles,