Advances in Multimedia / 2020 / Article / Tab 4

Research Article

Pyramidal Part-Based Model for Partial Occlusion Handling in Pedestrian Classification

Table 4

Performance comparison on INRIA and PSU datasets (average precision %).

Validation subsetsReasonableFront/backOcclusion without complex scenesOcclusion with complex scenes
HOG + SVMPECHOG + SVMPECHOG + SVMPECHOG + SVMPEC

Vad 191.594727968.583.561.567.5
Vad 210010079.595.590.595.58494
Vad 3616663.5755468.55269
Vad 47494.567.596.562926297.5