Research Article

Contextual Hierarchical Part-Driven Conditional Random Field Model for Object Category Detection

Table 1

Comparisons of detection performance (EER).

ModelsCar (rear) Airplane (side)Airplane (top)

Hidden CRF91.0%94.1%93.4%
Located HRF92.1%95.6%97.0%
Multiclass CRF90.6%93.8%92.1%
Our part-driven CRF 94.2%97.3%96.5%
Part-driven CRF without WNS93.4%94.9%93.7%