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ORB-SLAM De-couple its Modules, Bundle Adjustment (Global map) - Coggle…
ORB-SLAM De-couple its Modules
Localization
BoW (Bag of Words)
Feature Detection
Feature matching
Velocity estimation/ (Pose estimation)
Keyframe Strategy
1) Keyframe bundle: Images, pose, features
2) Keyframe ID (timestamp), association-graph
3) How to set keyframes: Pose diff, view frustum
Loop Closing
Mapping
Keyframe map
Novel view synthesis
(Rendering) for XR
TSDF map
Point cloud map
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OUTPUT: a file
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VISUALIZE
Loop detection
(BoW feature matching)
Covisibility
Keyframe map
Graph-optimization
(g2o)
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Relocalization
Global map
Keyframe graph
-> topological map
Local Covisibility
Keyframe map
Bundle Adjustment
(Global map)
Parallelize optimization
in Cloud