Results on Synthetic Video Texture Database – 4 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 4 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=0.9548

r=0.9311

r=0.4173
texture_002
r=0.9540

r=0.9467

r=0.4907
texture_003
r=0.6742

r=0.6590

r=0.5138
texture_004
r=0.6839

r=0.6831

r=0.5072
texture_005
r=0.9476

r=0.9322

r=0.5514
texture_006
r=0.7017

r=0.6998

r=0.6217
texture_007
r=0.9578

r=0.8135

r=0.5897
texture_008
r=0.9480

r=0.7225

r=0.4731
texture_009
r=0.9278

r=0.9564

r=0.6051
texture_010
r=0.7002

r=0.8253

r=0.4989
texture_011
r=0.9483

r=0.9485

r=0.4106
texture_012
r=0.9502

r=0.8229

r=0.5251
texture_013
r=0.9517

r=0.9510

r=0.5224
texture_014
r=0.9504

r=0.8182

r=0.6687
texture_015
r=0.8909

r=0.9116

r=0.5483
texture_016
r=0.9246

r=0.7279

r=0.5648
texture_017
r=0.8857

r=0.9053

r=0.5752
texture_018
r=0.6930

r=0.6036

r=0.5099
texture_019
r=0.7058

r=0.9297

r=0.5306
texture_020
r=0.8242

r=0.9065

r=0.4890
texture_021
r=0.9530

r=0.9508

r=0.6304
texture_022
r=0.7413

r=0.6841

r=0.6514
texture_023
r=0.6775

r=0.6841

r=0.5668
texture_024
r=0.9343

r=0.8762

r=0.5174
texture_025
r=0.9204

r=0.9277

r=0.5898
texture_026
r=0.9423

r=0.9361

r=0.7526
texture_027
r=0.9349

r=0.9158

r=0.5655
texture_028
r=0.9308

r=0.9358

r=0.5196
texture_029
r=0.8720

r=0.8542

r=0.5380
texture_030
r=0.9500

r=0.8239

r=0.5717
texture_031
r=0.9484

r=0.6762

r=0.4850
texture_032
r=0.6750

r=0.6421

r=0.5594
texture_033
r=0.7553

r=0.7513

r=0.5308
texture_034
r=0.9580

r=0.6731

r=0.4982
texture_035
r=0.9175

r=0.9262

r=0.5402
texture_036
r=0.9196

r=0.9140

r=0.5043
texture_037
r=0.9279

r=0.9199

r=0.4455
texture_038
r=0.9459

r=0.8790

r=0.5226
texture_039
r=0.9425

r=0.9444

r=0.5780
texture_040
r=0.9557

r=0.8721

r=0.5253
texture_041
r=0.6895

r=0.8655

r=0.5173
texture_042
r=0.7119

r=0.8954

r=0.4966
texture_043
r=0.9602

r=0.8421

r=0.5013
texture_044
r=0.9492

r=0.8794

r=0.4887
texture_045
r=0.9485

r=0.7405

r=0.4854
texture_046
r=0.9415

r=0.7205

r=0.4752
texture_047
r=0.9479

r=0.9487

r=0.5896
texture_048
r=0.7636

r=0.7580

r=0.4443
texture_049
r=0.7646

r=0.6902

r=0.5173
texture_050
r=0.9508

r=0.7216

r=0.5197
texture_051
r=0.9272

r=0.8322

r=0.7330
texture_052
r=0.9423

r=0.8285

r=0.5082
texture_053
r=0.9175

r=0.9151

r=0.7401
texture_054
r=0.6898

r=0.8005

r=0.4670
texture_055
r=0.9316

r=0.7653

r=0.5508
texture_056
r=0.6270

r=0.7310

r=0.6008
texture_057
r=0.9370

r=0.8120

r=0.7213
texture_058
r=0.6689

r=0.6606

r=0.6347
texture_059
r=0.9408

r=0.9414

r=0.7514
texture_060
r=0.9194

r=0.7330

r=0.5093
texture_061
r=0.9517

r=0.9512

r=0.5653
texture_062
r=0.6821

r=0.8117

r=0.5252
texture_063
r=0.9553

r=0.9349

r=0.5087
texture_064
r=0.9212

r=0.9157

r=0.4394
texture_065
r=0.9416

r=0.9435

r=0.5125
texture_066
r=0.6753

r=0.6438

r=0.5023
texture_067
r=0.9386

r=0.7960

r=0.5208
texture_068
r=0.9512

r=0.7287

r=0.4507
texture_069
r=0.9409

r=0.7288

r=0.4810
texture_070
r=0.7370

r=0.8036

r=0.5065
texture_071
r=0.7367

r=0.9416

r=0.5849
texture_072
r=0.9328

r=0.9146

r=0.4967
texture_073
r=0.9445

r=0.9445

r=0.5232
texture_074
r=0.9068

r=0.8187

r=0.5258
texture_075
r=0.7317

r=0.6784

r=0.5166
texture_076
r=0.9341

r=0.9304

r=0.6362
texture_077
r=0.7928

r=0.8885

r=0.6162
texture_078
r=0.8870

r=0.9314

r=0.7310
texture_079
r=0.6771

r=0.7954

r=0.5119
texture_080
r=0.8276

r=0.8255

r=0.4933
texture_081
r=0.9332

r=0.9331

r=0.6076
texture_082
r=0.7207

r=0.9300

r=0.5327
texture_083
r=0.9526

r=0.9450

r=0.6311
texture_084
r=0.6588

r=0.9270

r=0.4830
texture_085
r=0.9624

r=0.9625

r=0.6153
texture_086
r=0.9535

r=0.9521

r=0.4927
texture_087
r=0.7260

r=0.8159

r=0.7434
texture_088
r=0.9589

r=0.9551

r=0.5687
texture_089
r=0.9578

r=0.7344

r=0.5192
texture_090
r=0.8425

r=0.8441

r=0.6331
texture_091
r=0.8227

r=0.8201

r=0.5421
texture_092
r=0.9203

r=0.9178

r=0.5102
texture_093
r=0.9431

r=0.7149

r=0.5592
texture_094
r=0.9269

r=0.9270

r=0.5609
texture_095
r=0.9400

r=0.7228

r=0.5587
texture_096
r=0.9398

r=0.9314

r=0.5615
texture_097
r=0.9241

r=0.7294

r=0.5035
texture_098
r=0.8857

r=0.9205

r=0.6474
texture_099
r=0.7286

r=0.7066

r=0.5093
texture_100
r=0.9110

r=0.5916

r=0.5153
Overall   r=0.8678 r=0.8347 r=0.5490