Results on Synthetic Video Texture Database – 2 Segments

These are the segmentation results on the synthetic video texture database using the mixture of dynamic textures and other state-of-the-art segmentation algorithms:

(DytexMixIC) - mixture of dynamic textures, using initial contour.
(DytexMixCS) - mixture of dynamic textures, using component splitting (i.e. no initialization).
(Ising) - Ising descriptors, using initial contour [Ghoreyshi and Vidal, WDV 2006].
(GPCA) - generalized PCA [Vidal and Ravichandran, CVPR 2005].

These are the results for video textures containing 2 segments. The Rand index (r) of the segmentation is given below the image.


Initial Contour Ground Truth

Name Original DytexMixIC DytexMixCS Ising GPCA
texture_001
r=0.9305

r=0.9299

r=0.9909

r=0.5022
texture_002
r=0.9282

r=0.9284

r=0.9469

r=0.5023
texture_003
r=0.9828

r=0.9790

r=0.9713

r=0.5000
texture_004
r=0.9729

r=0.9723

r=0.9860

r=0.9888
texture_005
r=0.9684

r=0.9688

r=0.8912

r=0.5093
texture_006
r=0.9721

r=0.9720

r=0.9663

r=0.5000
texture_007
r=0.9537

r=0.9537

r=0.9418

r=0.5001
texture_008
r=0.9702

r=0.9693

r=0.9233

r=0.5428
texture_009
r=0.9625

r=0.9629

r=0.5485

r=0.5000
texture_010
r=0.5487

r=0.5276

r=0.6439

r=0.5077
texture_011
r=0.5061

r=0.5022

r=0.9594

r=0.5000
texture_012
r=0.9234

r=0.8587

r=0.9212

r=0.5017
texture_013
r=0.9856

r=0.9853

r=0.8787

r=0.5025
texture_014
r=0.9523

r=0.9524

r=0.9975

r=0.5043
texture_015
r=0.9643

r=0.9646

r=0.8842

r=0.5007
texture_016
r=0.9481

r=0.9577

r=0.9943

r=0.5170
texture_017
r=0.6532

r=0.6591

r=0.7054

r=0.5045
texture_018
r=0.9467

r=0.9467

r=0.9976

r=0.5167
texture_019
r=0.9697

r=0.9692

r=0.9776

r=0.5139
texture_020
r=0.9576

r=0.9576

r=0.9865

r=0.5261
texture_021
r=0.9660

r=0.9647

r=0.7450

r=0.5004
texture_022
r=0.9749

r=0.9823

r=0.9684

r=0.5000
texture_023
r=0.9816

r=0.9822

r=0.8397

r=0.5019
texture_024
r=0.9730

r=0.9748

r=0.9469

r=0.5029
texture_025
r=0.9738

r=0.9828

r=0.7009

r=0.5000
texture_026
r=0.9712

r=0.9723

r=0.8909

r=0.5243
texture_027
r=0.9930

r=0.9881

r=0.9831

r=0.9639
texture_028
r=0.9495

r=0.9497

r=0.9947

r=0.5055
texture_029
r=0.9214

r=0.9288

r=0.9941

r=0.8657
texture_030
r=0.9595

r=0.9651

r=0.9336

r=0.5020
texture_031
r=0.9584

r=0.9567

r=0.9808

r=0.5004
texture_032
r=0.9670

r=0.9675

r=0.9916

r=0.8007
texture_033
r=0.8821

r=0.9518

r=0.8095

r=0.5017
texture_034
r=0.9804

r=0.9818

r=0.9812

r=0.5111
texture_035
r=0.5484

r=0.5819

r=0.9363

r=0.5403
texture_036
r=0.9476

r=0.9473

r=0.9965

r=0.5209
texture_037
r=0.9616

r=0.9252

r=0.7598

r=0.5034
texture_038
r=0.9561

r=0.9561

r=0.9958

r=0.5364
texture_039
r=0.5006

r=0.5090

r=0.5069

r=0.5005
texture_040
r=0.9556

r=0.9521

r=0.9908

r=0.5002
texture_041
r=0.9630

r=0.9606

r=0.9859

r=0.7756
texture_042
r=0.9593

r=0.9608

r=0.8974

r=0.5169
texture_043
r=0.9724

r=0.9711

r=0.9648

r=0.5004
texture_044
r=0.9862

r=0.9862

r=0.9847

r=0.8330
texture_045
r=0.9935

r=0.9934

r=0.9798

r=0.7761
texture_046
r=0.9768

r=0.9778

r=0.6708

r=0.5001
texture_047
r=0.9275

r=0.9316

r=0.6882

r=0.7183
texture_048
r=0.9849

r=0.9850

r=0.9794

r=0.5004
texture_049
r=0.9718

r=0.9748

r=0.9842

r=0.5022
texture_050
r=0.8460

r=0.8537

r=0.9013

r=0.9011
texture_051
r=0.9588

r=0.9569

r=0.9748

r=0.5009
texture_052
r=0.9788

r=0.9790

r=0.9857

r=0.5045
texture_053
r=0.6043

r=0.5789

r=0.9745

r=0.5000
texture_054
r=0.9538

r=0.9522

r=0.9849

r=0.5026
texture_055
r=0.9571

r=0.9611

r=0.9716

r=0.5550
texture_056
r=0.9828

r=0.9823

r=0.8974

r=0.5031
texture_057
r=0.9877

r=0.9869

r=0.5701

r=0.5000
texture_058
r=0.9574

r=0.9643

r=0.9744

r=0.5061
texture_059
r=0.9669

r=0.9659

r=0.8242

r=0.5000
texture_060
r=0.9607

r=0.9608

r=0.6379

r=0.5000
texture_061
r=0.9784

r=0.9761

r=0.8963

r=0.5042
texture_062
r=0.9772

r=0.9710

r=0.9907

r=0.5034
texture_063
r=0.9676

r=0.7212

r=0.9844

r=0.8775
texture_064
r=0.9771

r=0.9798

r=0.8128

r=0.5028
texture_065
r=0.9641

r=0.9643

r=0.8559

r=0.5157
texture_066
r=0.7375

r=0.7337

r=0.9560

r=0.5036
texture_067
r=0.9639

r=0.9671

r=0.9906

r=0.5000
texture_068
r=0.9561

r=0.9558

r=0.9925

r=0.5025
texture_069
r=0.9616

r=0.9633

r=0.9790

r=0.5006
texture_070
r=0.9778

r=0.9784

r=0.9750

r=0.5000
texture_071
r=0.9371

r=0.9398

r=0.9420

r=0.5144
texture_072
r=0.9598

r=0.9598

r=0.9942

r=0.5126
texture_073
r=0.9545

r=0.9544

r=0.9872

r=0.5019
texture_074
r=0.6387

r=0.5634

r=0.6141

r=0.5015
texture_075
r=0.9558

r=0.9559

r=0.9751

r=0.5004
texture_076
r=0.9431

r=0.9423

r=0.8358

r=0.8241
texture_077
r=0.9866

r=0.9856

r=0.8563

r=0.5024
texture_078
r=0.5203

r=0.5283

r=0.6962

r=0.5088
texture_079
r=0.9782

r=0.9770

r=0.5203

r=0.5094
texture_080
r=0.9818

r=0.9847

r=0.9789

r=0.6902
texture_081
r=0.9573

r=0.9553

r=0.9441

r=0.5523
texture_082
r=0.9504

r=0.9504

r=0.9813

r=0.5203
texture_083
r=0.9813

r=0.9801

r=0.7288

r=0.5002
texture_084
r=0.9616

r=0.9612

r=0.9908

r=0.5022
texture_085
r=0.5062

r=0.5063

r=0.9713

r=0.6032
texture_086
r=0.9616

r=0.9603

r=0.9840

r=0.5033
texture_087
r=0.6424

r=0.5784

r=0.7125

r=0.5012
texture_088
r=0.9459

r=0.9448

r=0.9741

r=0.5005
texture_089
r=0.9675

r=0.9711

r=0.6920

r=0.5001
texture_090
r=0.9808

r=0.9792

r=0.9811

r=0.5007
texture_091
r=0.9719

r=0.9719

r=0.6731

r=0.5005
texture_092
r=0.9636

r=0.9676

r=0.9808

r=0.5003
texture_093
r=0.6219

r=0.9181

r=0.5480

r=0.5126
texture_094
r=0.9704

r=0.9698

r=0.5499

r=0.5011
texture_095
r=0.9769

r=0.9768

r=0.5205

r=0.5000
texture_096
r=0.7812

r=0.8527

r=0.7568

r=0.5001
texture_097
r=0.9676

r=0.9674

r=0.8838

r=0.5030
texture_098
r=0.9586

r=0.9585

r=0.5578

r=0.5002
texture_099
r=0.9501

r=0.9501

r=0.8571

r=0.5039
Overall   r=0.9146 r=0.9146 r=0.8789 r=0.5475