Research Article

A Concealed Car Extraction Method Based on Full-Waveform LiDAR Data

Table 4

Evaluation of concealed cars classification results.

Results Evaluation indices
RecallPrecisionAccuracy

Results with waveform features and VFH descriptorsArea I80% (12/15)57.1% (12/21)87.5% (84/96)
Area II73.3% (11/15)84.6% (11/13)78.6% (22/28)
Area III85% (17/20)63.0% (17/27)84.1% (69/82)

Results with only VFH descriptorsArea I66.7% (10/15)34.5% (10/29)75% (72/96)
Area II60% (9/15)75% (9/12)67.9% (19/28)
Area III55% (11/20)37.9% (11/29)67.1% (55/82)