no code implementations • 10 Sep 2018 • Shichao Yang, Sebastian Scherer
In this paper, we present a monocular Simultaneous Localization and Mapping (SLAM) algorithm using high-level object and plane landmarks.
5 code implementations • 1 Jun 2018 • Shichao Yang, Sebastian Scherer
Objects can provide long-range geometric and scale constraints to improve camera pose estimation and reduce monocular drift.
no code implementations • 24 Jul 2017 • Shichao Yang, Yulan Huang, Sebastian Scherer
In the paper, we propose an incremental and (near) real-time semantic mapping system.
no code implementations • 27 Apr 2017 • Shichao Yang, Sandeep Konam, Chen Ma, Stephanie Rosenthal, Manuela Veloso, Sebastian Scherer
Second, predict the trajectory from the depth and normal.
no code implementations • 21 Mar 2017 • Shichao Yang, Yu Song, Michael Kaess, Sebastian Scherer
In this paper, we propose real-time monocular plane SLAM to demonstrate that scene understanding could improve both state estimation and dense mapping especially in low-texture environments.
no code implementations • 19 Mar 2017 • Shichao Yang, Sebastian Scherer
Most visual odometry algorithm for a monocular camera focuses on points, either by feature matching, or direct alignment of pixel intensity, while ignoring a common but important geometry entity: edges.