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orbextractor's Introduction

ORBextractor

A small tool that detects keypoints in an image or a sequence of images via ORB*. Meant to plug into https://github.com/raulmur/ORB_SLAM2, but works as a keypoint visualizer on its own. The focus is on distributing the keypoints, 8 different distributions are implemented, some good, some not so much. Most relevant parameters can be adjusted via a simple gui.

*see: http://www.willowgarage.com/sites/default/files/orb_final.pdf

To analyze any single image pass: path_to_settings_file path_to_image 0 (the 0 is for single image mode), eg:

ORBextractor ORBextractor/settings.yaml /home/myname/Downloads/pics/mypic.jpg 0

ORBextractor

Since this was meant for testing purposes with TUM datasets the sequence mode expects the images to be in /rgb within the folder passed via argument:

ORBextractor ORBextractor/settings.yaml /home/myname/SLAM/mysequence/ 1

ORBextractor

Dependencies

Pangolin

https://github.com/stevenlovegrove/Pangolin

OpenCV

http://opencv.org/

orbextractor's People

Contributors

muetimueti avatar

Watchers

Darius Rückert avatar

orbextractor's Issues

results

euroc_mh5

graph
stats
stats_zoomed
violin
mean:

  • bkt 0.0488509721370499
  • kdt 0.0489646335592828
  • qdt 0.0488850933327072
  • rgt 0.0489328435361199
  • ssc 0.048956100963117
  • ref 0.0492247985067219

kitti_07 (20/7 thresholds)

graph
stats
stats_zoomed
violin
mean:

  • bkt 0.0122484249643493
  • kdt 0.0124961860238369
  • qdt 0.0122999676804293
  • rgt 0.0126334847711123
  • ssc 0.0125217149793011
  • ref 0.0152555275340345

tum_fb1_room

graph
stats
violin
mean:

  • bkt 0.007754572630723727
  • kdt 0.007924310068190627
  • qdt 0.008018818199400108
  • rgt 0.008006340022334508
  • ssc 0.007890758215527502
  • ref 0.009277680460153632

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