Results on Synthetic Video Texture Database – 3 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).
(GPCA) - generalized PCA [Vidal and Ravichandran, CVPR 2005].

These are the results for video textures containing 3 segments. The Rand index (r) of the segmentation is given below the image.


Initial Contour Ground Truth

Name Original DytexMixIC DytexMixCS GPCA
texture_001
r=0.9499

r=0.9180

r=0.4591
texture_002
r=0.6502

r=0.8122

r=0.6447
texture_003
r=0.9619

r=0.9641

r=0.6364
texture_004
r=0.8726

r=0.8615

r=0.4748
texture_005
r=0.7006

r=0.7085

r=0.7065
texture_006
r=0.9578

r=0.9524

r=0.5219
texture_007
r=0.7306

r=0.6973

r=0.5285
texture_008
r=0.9822

r=0.9596

r=0.5618
texture_009
r=0.9518

r=0.9510

r=0.4856
texture_010
r=0.6626

r=0.9400

r=0.6391
texture_011
r=0.9266

r=0.8063

r=0.7408
texture_012
r=0.6590

r=0.9346

r=0.5135
texture_013
r=0.6909

r=0.6999

r=0.7804
texture_014
r=0.9480

r=0.6588

r=0.4636
texture_015
r=0.9506

r=0.7984

r=0.4773
texture_016
r=0.9595

r=0.7722

r=0.4435
texture_017
r=0.9658

r=0.6484

r=0.4640
texture_018
r=0.9655

r=0.9620

r=0.4744
texture_019
r=0.9305

r=0.9319

r=0.7686
texture_020
r=0.6568

r=0.6555

r=0.5795
texture_021
r=0.9548

r=0.9518

r=0.6425
texture_022
r=0.6569

r=0.9398

r=0.6152
texture_023
r=0.5954

r=0.7590

r=0.4672
texture_024
r=0.9249

r=0.8880

r=0.4449
texture_025
r=0.6131

r=0.6280

r=0.5787
texture_026
r=0.9388

r=0.8911

r=0.7937
texture_027
r=0.8843

r=0.5904

r=0.5885
texture_028
r=0.9312

r=0.9429

r=0.4689
texture_029
r=0.9506

r=0.9526

r=0.4608
texture_030
r=0.8014

r=0.8629

r=0.4715
texture_031
r=0.9626

r=0.6528

r=0.4285
texture_032
r=0.8617

r=0.6565

r=0.5044
texture_033
r=0.9401

r=0.9242

r=0.4679
texture_034
r=0.5882

r=0.5851

r=0.5470
texture_035
r=0.7428

r=0.8882

r=0.6999
texture_036
r=0.9438

r=0.9401

r=0.4803
texture_037
r=0.6087

r=0.5982

r=0.5024
texture_038
r=0.9363

r=0.5826

r=0.4457
texture_039
r=0.6090

r=0.7870

r=0.5379
texture_040
r=0.9546

r=0.9504

r=0.4614
texture_041
r=0.9577

r=0.5930

r=0.6863
texture_042
r=0.6722

r=0.6064

r=0.5039
texture_043
r=0.9471

r=0.9380

r=0.5253
texture_044
r=0.9249

r=0.9304

r=0.4367
texture_045
r=0.9629

r=0.9623

r=0.5694
texture_046
r=0.9516

r=0.9275

r=0.4620
texture_047
r=0.6278

r=0.6078

r=0.4781
texture_048
r=0.9424

r=0.9441

r=0.5113
texture_049
r=0.7859

r=0.7824

r=0.4500
texture_050
r=0.7047

r=0.8254

r=0.6235
texture_051
r=0.9563

r=0.9479

r=0.6239
texture_052
r=0.9416

r=0.5879

r=0.5847
texture_053
r=0.9209

r=0.6654

r=0.4887
texture_054
r=0.8281

r=0.8003

r=0.7258
texture_055
r=0.9279

r=0.9192

r=0.7623
texture_056
r=0.9576

r=0.8053

r=0.5151
texture_057
r=0.9664

r=0.9626

r=0.4542
texture_058
r=0.7793

r=0.9021

r=0.5391
texture_059
r=0.7965

r=0.5981

r=0.4729
texture_060
r=0.9363

r=0.9395

r=0.7716
texture_061
r=0.7071

r=0.7319

r=0.6826
texture_062
r=0.6695

r=0.9513

r=0.7324
texture_063
r=0.7374

r=0.7081

r=0.6157
texture_064
r=0.6536

r=0.9345

r=0.4571
texture_065
r=0.6186

r=0.7853

r=0.7060
texture_066
r=0.6749

r=0.7528

r=0.6535
texture_067
r=0.9197

r=0.7784

r=0.7550
texture_068
r=0.8570

r=0.8115

r=0.5189
texture_069
r=0.9600

r=0.9611

r=0.4521
texture_070
r=0.9254

r=0.9193

r=0.4870
texture_071
r=0.6608

r=0.9436

r=0.4466
texture_072
r=0.9507

r=0.6558

r=0.4669
texture_073
r=0.9643

r=0.9643

r=0.4972
texture_074
r=0.9517

r=0.9495

r=0.5123
texture_075
r=0.9296

r=0.9449

r=0.5966
texture_076
r=0.9469

r=0.9463

r=0.6349
texture_077
r=0.9661

r=0.9607

r=0.7558
texture_078
r=0.9512

r=0.5947

r=0.5197
texture_079
r=0.9442

r=0.9437

r=0.8377
texture_080
r=0.6345

r=0.9385

r=0.4655
texture_081
r=0.9265

r=0.6294

r=0.7907
texture_082
r=0.9566

r=0.7683

r=0.4694
texture_083
r=0.9654

r=0.7727

r=0.4666
texture_084
r=0.9366

r=0.9415

r=0.5970
texture_085
r=0.8196

r=0.6168

r=0.4685
texture_086
r=0.9669

r=0.9643

r=0.5177
texture_087
r=0.9091

r=0.9115

r=0.5545
texture_088
r=0.9254

r=0.9121

r=0.4344
texture_089
r=0.9605

r=0.9623

r=0.4512
texture_090
r=0.5773

r=0.5084

r=0.5201
texture_091
r=0.9628

r=0.6550

r=0.4577
texture_092
r=0.9449

r=0.9461

r=0.4873
texture_093
r=0.9544

r=0.9532

r=0.5575
texture_094
r=0.9408

r=0.9395

r=0.4816
texture_095
r=0.9120

r=0.6438

r=0.4682
texture_096
r=0.8256

r=0.8152

r=0.4534
texture_097
r=0.9284

r=0.9346

r=0.4747
texture_098
r=0.9291

r=0.9360

r=0.5980
texture_099
r=0.6117

r=0.8239

r=0.4432
texture_100
r=0.7892

r=0.7883

r=0.7242
Overall   r=0.8533 r=0.8245 r=0.5537