Unsupervised Learning of Depth and Deep Representation for Visual Odometry from Monocular Videos in a Metric Space

Xiaochuan Yin, Chengju Liu

For ego-motion estimation, the feature representation of the scenes is crucial. Previous methods indicate that both the low-level and semantic feature-based methods can achieve pro…