# SEQ_ORB_SLAM2
# 1. Background
Forked from [ORB_SLAM2](https://github.com/raulmur/ORB_SLAM2), added the sequence class to speed up loop detection.
Merge a number of continuously keyframes into a sequence, and merge the keypoint sets from each keyframe to calculate the sequence keypoint sets(also calculate the BoW).
Here is the brief image for the final result(tested on KITTI).
![test](/res/result.png)
# 2. loop detection
For each sequence, calculates the BoW score with all previous sequences, verifies if there is a matched sequence.
Here is the output result for loop detection.
![sequence match](/res/localmapping.png)
# 3. Result
Compared the time usage for loop clusure thread between SEQ_ORB_SLAM2 and the ORB_SLAM2, and the result shows as the following graph.
![time usage compare](/res/time_usage.png)
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SLAM-基于序列的ORB-SLAM-可加速闭环线程-loop-closure-thread-优质项目实战.zip (253个子文件)
os_specific.c 2KB
ORBmatcher.cc 48KB
Tracking.cc 47KB
ORBextractor.cc 43KB
Optimizer.cc 40KB
LoopClosing.cc 33KB
PnPsolver.cc 28KB
Initializer.cc 26KB
LocalMapping.cc 23KB
Frame.cc 20KB
KeyFrame.cc 18KB
ViewerAR.cc 17KB
System.cc 15KB
KeyFrameDatabase.cc 13KB
Sim3Solver.cc 11KB
MapPoint.cc 11KB
MapDrawer.cc 7KB
stereo_euroc.cc 7KB
SequenceDatabase.cc 6KB
Viewer.cc 6KB
FrameDrawer.cc 6KB
ros_stereo.cc 5KB
rgbd_tum.cc 5KB
stereo_kitti.cc 5KB
mono_kitti.cc 5KB
ros_mono_ar.cc 5KB
mono_euroc.cc 4KB
mono_tum.cc 4KB
Converter.cc 4KB
ros_rgbd.cc 3KB
Map.cc 3KB
Sequence.cc 3KB
ros_mono.cc 2KB
FindBLAS.cmake 13KB
FindLAPACK.cmake 10KB
FindEigen3.cmake 3KB
FindEigen3.cmake 3KB
optimizable_graph.cpp 27KB
sparse_optimizer.cpp 20KB
types_six_dof_expmap.cpp 10KB
estimate_propagator.cpp 10KB
hyper_dijkstra.cpp 9KB
hyper_graph_action.cpp 9KB
optimization_algorithm_dogleg.cpp 8KB
ScoringObject.cpp 8KB
marginal_covariance_cholesky.cpp 7KB
optimization_algorithm_levenberg.cpp 7KB
factory.cpp 6KB
types_seven_dof_expmap.cpp 6KB
cache.cpp 5KB
Timestamp.cpp 5KB
string_tools.cpp 5KB
robust_kernel_impl.cpp 5KB
optimization_algorithm_factory.cpp 5KB
parameter_container.cpp 4KB
FORB.cpp 4KB
hyper_graph.cpp 4KB
timeutil.cpp 4KB
matrix_structure.cpp 3KB
optimization_algorithm_with_hessian.cpp 3KB
optimization_algorithm_gauss_newton.cpp 3KB
property.cpp 3KB
robust_kernel_factory.cpp 3KB
jacobian_workspace.cpp 3KB
batch_stats.cpp 3KB
sparse_block_matrix_test.cpp 3KB
Random.cpp 3KB
BowVector.cpp 3KB
solver.cpp 3KB
optimization_algorithm.cpp 2KB
types_sba.cpp 2KB
FeatureVector.cpp 2KB
robust_kernel.cpp 2KB
parameter.cpp 2KB
ORBvoc.txt.tar.gz 40.56MB
TemplatedVocabulary.h 41KB
optimizable_graph.h 25KB
sparse_optimizer.h 12KB
sparse_block_matrix_ccs.h 11KB
sparse_block_matrix.h 9KB
linear_solver_eigen.h 9KB
se3quat.h 8KB
hyper_graph.h 8KB
hyper_graph_action.h 8KB
block_solver.h 7KB
sim3.h 7KB
Frame.h 7KB
KeyFrame.h 7KB
PnPsolver.h 6KB
estimate_propagator.h 6KB
System.h 6KB
Tracking.h 6KB
optimization_algorithm_factory.h 6KB
types_six_dof_expmap.h 6KB
factory.h 6KB
types_seven_dof_expmap.h 6KB
solver.h 5KB
property.h 5KB
cache.h 5KB
string_tools.h 5KB
共 253 条
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