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Time Consumption Comparison for PCL Keypoints and Features

Keypoints

Results:

  • ISS3D takes 9195.000 for extractiing 5493 keypoints
  • Harris6D takes 60156.000 for extractiing 558 keypoints
  • Harris3D (HARRIS) takes 8691.000 for extractiing 516 keypoints
  • Harris3D (TOMASI) takes 9689.000 for extractiing 593 keypoints
  • Harris3D (LOWE) takes 8703.000 for extractiing 516 keypoints
  • Harris3D (NOBLE) takes 8693.000 for extractiing 516 keypoints
  • Harris3D (CURVATURE) takes 60.000 for extractiing 0 keypoints(ERROR)

Features

Results:

  • Normal extraction takes 485.000
  • Normal extraction in OMP takes 196.000
  • Normal extraction using integral image(307200 points) takes 45.000
  • Binary Robust Appearance and Normals Descriptor takes 549.000 for 1937 keypoints
  • Rotation-Invariant Feature Transform takes 127.000
  • 3D Shape Context takes 3572.000
  • Radius-Based Surface Descriptor takes 167.000
  • Signature of Hitograms of OrientTation takes 507.000
  • Signature of Hitograms of OrientTation in OMP takes 267.000
  • Color Signature of Hitograms of OrientTation takes 594.000
  • Color Signature of Hitograms of OrientTation in OMP takes 296.000
  • Fast Persistent Feature Histogram takes 46985.000
  • Fast Persistent Feature Histogram in OMP takes 14732.000
  • Persistent Feature Histogram takes 64903.000
  • Persistent Feature Histogram RGB takes 110859.000

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