SLAM Hive: A SLAM Evaluation Benchmark System

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Mapping Task Configuration 2464 Details Information

mapping task ID: 3259 |
  


Algorihtm & Dataset

Algorithm Selection

Algorithm ImageTag: orb-slam2-ros-rgbd
Algorihtm name: orb-slam2

Dataset Selection:

Dataset Sequence Name: rgbd_dataset_freiburg2_desk
Dataset name: tum


Configuration Information

Mapping Task Configuration Name: orb-slam2-ros-rgbd+rgbd_dataset_freiburg2_desk-5
Mapping Task Configuration Description:

Algorithm: ORB-SLAM2-ros-rgbd
Dataset: rgbd_dataset_freiburg2_desk
Use default parameter
nFeatures: 250;500;750;...2500
Totally: 10
Environment: Desktop (Memory: 32GB; CPU: Intel® Core™ i7-7700 CPU @ 3.60GHz × 8; Disk: 1TB)   


Corresponding Parameters Infomation

ID Name Description parameter Type Algo/Dataset Name Key Value Type Value
345 ORB+nFeatures
Number of features per image
Algorithm orb-slam2 nFeatures int 1500
346 ORB+scaleFactor
Scale factor between levels in the scale pyramid
Algorithm orb-slam2 scaleFactor float 1.2
347 ORB+nLevels
Number of levels in the scale pyramid
Algorithm orb-slam2 nLevels int 8
348 ORB+iniThFAST
Firstly we impose iniThFAST. If no corners are detected we impose a lower value minThFAST
Algorithm orb-slam2 iniThFAST int 20
349 ORB+minThFAST
You can lower these values if your images have low contrast
Algorithm orb-slam2 minThFAST int 7
350 general+image_frequency
frequency of image data
Dataset tum fps float 30.0
351 general+image_width
image data size.
Dataset tum width int 640
352 general+image_height
image data size.
Dataset tum height int 480
436 general+fx
intrinsic(pinhole)
Dataset tum fx float 520.90862
437 general+fy
intrinsic(pinhole)
Dataset tum fy float 521.007327
438 general+cx
intrinsic(pinhole)
Dataset tum cx float 325.141442
439 general+cy
intrinsic(pinhole)
Dataset tum cy float 249.701764
440 general+k1
intrinsic(pinhole mei)
Dataset tum k1 float 0.231222
441 general+k2
intrinsic(pinhole mei)
Dataset tum k2 float -0.784899
442 general+p1
intrinsic(pinhole mei)
Dataset tum p1 float -0.003257
443 general+p2
intrinsic(pinhole mei)
Dataset tum p2 float -0.000105
444 general+k3
intrinsic(rgbd pinhole?)
Dataset euroc k3 float 0.917205
445 ORB+RGB
RGB or BGR
Dataset tum RGB int 1
448 general+bf
extrinsic
Dataset tum bf float 40.0
449 general+ThDepth
extrinsic
Dataset tum ThDepth float 40.0
467 general+DepthMapFactor
intrinsic
Dataset tum DepthMapFactor float 1.0
468 ORB+rgb_topic
remap
Algorithm remap orb-slam2 rgb_topic string /slamhive/camera/rgb
469 ORB+dep_topic
remap
Algorithm remap orb-slam2 dep_topic string /slamhive/camera/depth
470 ORB+/slamhive/camera/rgb
remap
Dataset remap tum /slamhive/camera/rgb string /camera/rgb/image_color
471 ORB+/slamhive/camera/depth
remap
Dataset remap tum /slamhive/camera/depth string /camera/depth/image