Timothy A. Davis

On the Tunable Sparse Graph Solver for Pose Graph Optimization in Visual SLAM Problems

We report a tunable sparse optimization solver that can trade a slight decrease in accuracy for significant speed improvement in pose graph optimization in visual simultaneous localization and mapping (vSLAM). The solver is designed for devices with significant computation and power constraints such…