Table 1 SIFT algorithm parameter values.

From: Research on train wheel point cloud registration algorithm based on key points by fusing Super-4PCS and ICP

Parameter name

Parameter value

Unit

Standard deviation (σ)

5

1

Number of scale space octaves (k)

3

1

Number of scales per octave (n)

15

1

Threshold (Ï„)

0.0001

1

Target point cloud key point count

94

1

Target point cloud extraction time

0.9682

s

Key point count in source point cloud

98

1

Key point extraction time for source point cloud

1.1445

s