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Table 2 F-measures for 2012 CDnet

From: Sample-based integrated background subtraction and shadow detection

 

Method

      

Category

Proposed

KDE

SC-SOBS

ViBE

PBAS

CPDS

DPGMM

 

(SBBS)

[44]

[45]

[17]

[19]

[46]

[14]

Baseline

0.919

0.909

0.933

0.870

0.924

0.921

0.929

dyn. background

0.813

0.596

0.669

0.565

0.683

0.750

0.814

Camera jitter

0.735

0.572

0.705

0.600

0.722

0.487

0.748

int. obj. motion

0.680

0.409

0.592

0.507

0.575

0.741

0.542

Shadow

0.711

0.803

0.779

0.803

0.860

0.809

0.813

Thermal

0.750

0.742

0.692

0.665

0.756

0.662

0.813

Overall

0.768

0.672

0.728

0.668

0.753

0.728

0.776

  1. Best values are italicized