17 Commits

Author SHA1 Message Date
Nikolaus Demmel
24325f2a06 ICCV'21 square root marginalization paper code release
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
2021-10-15 15:09:15 +02:00
Vladyslav Usenko
6500c006d7 Switched scripts to python3 2020-08-09 12:09:49 +02:00
Vladyslav Usenko
24e378a7a1 small fix 2020-03-06 14:45:48 +01:00
Vladyslav Usenko
7094f15205 fix tumvi eval 2020-03-06 13:47:21 +01:00
Vladyslav Usenko
90ec87f847 fix tumvi eval 2020-03-06 13:08:14 +01:00
Vladyslav Usenko
2926020df7 added tumvi eval 2020-03-06 12:51:28 +01:00
Vladyslav Usenko
ee6a053a4f added trajectory saving for Euroc 2019-10-31 13:29:49 +01:00
Vladyslav Usenko
18fe854d88 Added stereo (no IMU) odometry and KITTI evaluation 2019-08-23 08:01:40 +00:00
Vladyslav Usenko
fc0800514b Added pure BA option 2019-08-14 11:31:12 +02:00
Vladyslav Usenko
4099457045 small fixes 2019-08-11 12:23:23 +02:00
Vladyslav Usenko
e3237cf8cb Added evaluation for pose-graph optimization 2019-07-29 16:56:22 +02:00
Vladyslav Usenko
e5a3c521f8 small changes 2019-07-29 16:18:04 +02:00
Vladyslav Usenko
92955209b8 Better evaluation output 2019-07-29 16:14:02 +02:00
Vladyslav Usenko
0e073978b9 Switched to HashBow instead of DBoW3 2019-06-07 12:42:18 +00:00
Vladyslav Usenko
e1079450fc Update run_evaluations.sh 2019-04-15 20:57:26 +00:00
Vladyslav Usenko
e15bb22410 Added euroc evaluation to CI 2019-04-15 15:38:58 +00:00
Vladyslav Usenko
0cef943b16 Initial commit 2019-04-14 21:08:32 +02:00