Research Article

Exploiting Attitude Sensing in Vision-Based Navigation for an Airship

Table 4

Comparison of visual odometry before and after loop-closing, with the GPS as reference. All values are given in meters.

Unit: meters3D position error2D position errorError in the length of t
Avg. Max. Final Avg. Max. Final RMS Avg. Max.

Visual odometry: Procrustes only 16.5 43.6 43.6 15.3 43.3 43.3 0.73 −0.46 0.59

Visual odometry: after loop-closing 13.5 25.2 5.8 11.7 23.5 5.2 1.08 −0.57 1.1