Up-to-scale Visual Odometry Based on Grid Corner Alignment and Indirect Visual Odometry.
Grid Alignment: Uses 2d-3d ICP to align grid corners to real world grid corners
Visual Odometry: Uses the ground plane to initialize the depth of features. Then gauss newton optimizes pose.