Research Article

Real-Time Human Detection for Aerial Captured Video Sequences via Deep Models

Table 3

The training and testing speed comparison between supervised CNN and HELM.

MethodsTraining time [s]Testing time
for one sample [s]

S-CNN (GPU)7700.045
HELM (CPU)4450.1