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Table 3 F1 results on the ChangeDetection.net dataset dynamic background image sequences

From: Segmentation of moving objects in image sequence based on perceptual similarity of local texture and photometric features

Sequence

Our method

ViBe

SILTP

MC-SILTP

boats

0.566

0.178

0.015

0.127

canoe

0.850

0.783

0.107

0.695

fountain01

0.196

0.061

0.008

0.050

fountain02

0.632

0.563

0.024

0.098

overpass

0.704

0.685

0.066

0.209

Average

0.590

0.454

0.044

0.236

Variance

0.059

0.101

0.002

0.069

  1. The best results are shown in italics