Major changes:
- New square-root implementation for optimization and
marginalization, giving faster optimization and numerically
more stable marginalization. The square root solver is the new
default, but the Schur complement based implementation is still
available. (Implements the ICCV'21 paper.)
- The odometry estimator is now fully templetized and you can run
in float or double. Default is float, which works well with the
new square-root implementation and gives best runtimes.
- Batch evaluation scripts and documentation to reproduce the
ICCV'21 experiments.
Additional changes:
- New options in VIO to marginalize lost landmark right away and
not only when the frame is marginalized (enabled by default).
- small bugfix for keypoint patch extraction bounds
- basalt_vio: more logging for batch evaluation
- basalt_vio: better handling of closing the GUI while estimator is still running
- basalt_vio: new command line argument to limit the number of frames processed
- basalt_vio: new command line argument to save ground truth trajectory
- added unit tests for square root marginalization
- update basalt-headers
- new submodules: gmt, nlohmann/json, magic_enum
Mateo de Mayo
Nikolaus Demmel
Vladyslav Usenko
Vladyslav Usenko
Nikolaus Demmel
David Schubert