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Table 2 Reduction of MR by combining our deep motion feature with various appearance features

From: Pedestrian detection with motion features via two-stream ConvNets

Base method

ACF-ours

LDCF-ours

CCF

Two-stage CNN

Appearance feature only

36.7

33.4

18.8

13.6

With our deep motion feature

31.4

30.6

16.4

12.4

  1. Lower is better