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Table 1 SABS results: F-measures for various scenarios

From: Sample-based integrated background subtraction and shadow detection

Scenario

Proposed

Stauffer and

Li et al.

Zivkovic and van der

Maddalena and

Barnich and

Haines and Xiang

  

Grimson [42]

[43]

Heijden [13]

Petrosino [35]

Van Droogenbroeck [17]

[14]

Basic

0.866

0.800

0.766

0.768

0.766

0.761

0.853

Dynamic

0.871

0.704

0.641

0.704

0.715

0.711

0.853

Bootstrap

0.765

0.642

0.678

0.632

0.495

0.685

0.796

Darkening

0.858

0.404

0.704

0.620

0.663

0.678

0.861

Light switch

0.459

0.217

0.316

0.300

0.213

0.268

0.603

Noisy night

0.733

0.194

0.047

0.321

0.263

0.271

0.788

Camouflage

0.813

0.802

0.768

0.820

0.793

0.741

0.864

No camouflage

0.879

0.826

0.803

0.829

0.811

0.799

0.867

H.264 (40 kbps)

0.893

0.761

0.773

0.748

0.772

0.774

0.827

  1. Best values are italicized