I. INTRODUCTION
Monocular visual odometry has attracted more and more attention for its wide applications in robotics, autonomous driving and augmented reality (AR). As an effective complement to other sensors such as GPS, Inertial Navigation System (INS) and wheel odometry, etc., monocular VO is popular for its low cost and easy access.