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Information-Theoretic Online Multi-Camera Extrinsic Calibration

Dependencies

GTSAM, OpenCV, Eigen, TBB (prerequisite for GTSAM), Boost (prerequisite for GTSAM), Pangolin.

Last tested with:
GTSAM commit f6ef1d6d2cdb84286befc3ce686e32ff4d653a6b (https://github.com/borglab/gtsam)
OpenCV: 4.0.0
TBB: 2020.3
Boost: 1.75.0
Pangolin: https://github.com/stevenlovegrove/Pangolin

Examples

The important parameter files to modify in params/ are frontend.yaml, backend.yaml, sim.yaml, as well as platform-specific stereo configurations in params/stereo/.

EuRoC

Download datasets here. For multi-session example, try V1_02 and V2_02 which have sufficient motion.

Note that each camera sensor.yaml shoulld be duplicated, renamed as sensor_opencv.yaml, and "%YAML:1.0" so that it is compatible with OpenCV FileStorage.

For a multi-session example, run commands:

./calibrate euroc <euroc_path>/V1_02_medium/ ./calibrate euroc <euroc_path>/V2_02_medium/

The session is saved after running through a dataset. If you run on subsequent datasets, the extrinsics and segment database will be loaded and used. This can be cleared using scripts/clear_database.py with the dataset type specified:

From the build folder, this is run as: python ../scripts/clear_database.py euroc

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