Complete monocular Visual SLAM system that creates maps of points and 3D objects.

Novel SLAM back-end formulation optimizes map points, object poses and map scale.

Novel object detection algorithm manages large-scale object databases in real time.

SLAM and object detection work together to enhance mapping and object recognition.

Accuracy results outperform other state-of-the-art RGB and RGB-D SLAM approaches.