LDT Results on Synthetic Video Texture Database – 3 Segments

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

(DTM) – mixture of dynamic textures, initialized using the initial contour.
(LDT) – layered dynamic texture, initialized using DTM.
(GPCA) – generalized PCA [Vidal & 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.


Init Contour Ground Truth

Name Original DTM LDT GPCA
texture_001
r=0.9345

r=0.9738

r=0.4722
texture_002
r=0.6422

r=0.8301

r=0.4732
texture_003
r=0.9626

r=0.9911

r=0.5950
texture_004
r=0.8595

r=0.9455

r=0.4735
texture_005
r=0.6669

r=0.8883

r=0.5556
texture_006
r=0.9517

r=0.9660

r=0.5412
texture_007
r=0.7174

r=0.9155

r=0.4867
texture_008
r=0.9707

r=0.9898

r=0.4660
texture_009
r=0.9399

r=0.9997

r=0.4815
texture_010
r=0.6574

r=0.5441

r=0.4879
texture_011
r=0.9160

r=0.9799

r=0.6961
texture_012
r=0.6588

r=0.6820

r=0.4359
texture_013
r=0.6760

r=0.7230

r=0.5711
texture_014
r=0.9489

r=0.9315

r=0.4716
texture_015
r=0.9479

r=0.9858

r=0.4703
texture_016
r=0.9340

r=0.9825

r=0.4290
texture_017
r=0.9537

r=0.9901

r=0.4814
texture_018
r=0.9510

r=0.9708

r=0.5768
texture_019
r=0.9159

r=0.9935

r=0.8135
texture_020
r=0.6527

r=0.6217

r=0.4886
texture_021
r=0.9531

r=0.9558

r=0.4725
texture_022
r=0.6549

r=0.6563

r=0.5373
texture_023
r=0.5951

r=0.6163

r=0.4680
texture_024
r=0.9078

r=0.9713

r=0.4386
texture_025
r=0.5985

r=0.5654

r=0.4712
texture_026
r=0.9210

r=0.9746

r=0.8014
texture_027
r=0.8523

r=0.9805

r=0.4666
texture_028
r=0.9237

r=0.9571

r=0.4753
texture_029
r=0.9490

r=0.9775

r=0.4617
texture_030
r=0.7854

r=0.9780

r=0.4673
texture_031
r=0.9583

r=0.9618

r=0.4638
texture_032
r=0.8510

r=0.8647

r=0.4567
texture_033
r=0.9372

r=0.9838

r=0.5042
texture_034
r=0.5864

r=0.5255

r=0.4491
texture_035
r=0.7152

r=0.7566

r=0.5469
texture_036
r=0.9462

r=0.9863

r=0.5174
texture_037
r=0.6101

r=0.6272

r=0.4655
texture_038
r=0.9171

r=0.9689

r=0.4313
texture_039
r=0.6028

r=0.6229

r=0.4660
texture_040
r=0.9548

r=0.9903

r=0.4811
texture_041
r=0.9295

r=0.9999

r=0.7712
texture_042
r=0.6687

r=0.7051

r=0.4526
texture_043
r=0.9473

r=0.9969

r=0.4608
texture_044
r=0.9004

r=0.9283

r=0.4418
texture_045
r=0.9579

r=0.9851

r=0.7658
texture_046
r=0.9500

r=0.9819

r=0.4595
texture_047
r=0.6261

r=0.6444

r=0.4711
texture_048
r=0.9405

r=0.9962

r=0.5662
texture_049
r=0.7882

r=0.9797

r=0.4570
texture_050
r=0.6715

r=0.7780

r=0.5307
texture_051
r=0.9537

r=0.9834

r=0.5151
texture_052
r=0.9222

r=0.9958

r=0.5114
texture_053
r=0.9132

r=0.8880

r=0.4962
texture_054
r=0.7992

r=0.9285

r=0.4674
texture_055
r=0.9131

r=0.9725

r=0.7436
texture_056
r=0.9534

r=0.9946

r=0.4667
texture_057
r=0.9574

r=0.9075

r=0.4535
texture_058
r=0.7518

r=0.8778

r=0.4649
texture_059
r=0.7926

r=0.9782

r=0.4637
texture_060
r=0.9348

r=0.9585

r=0.4656
texture_061
r=0.6924

r=0.8533

r=0.5882
texture_062
r=0.6707

r=0.6721

r=0.5549
texture_063
r=0.7230

r=0.9096

r=0.4807
texture_064
r=0.6541

r=0.6812

r=0.4337
texture_065
r=0.6169

r=0.8962

r=0.4656
texture_066
r=0.6530

r=0.8397

r=0.4836
texture_067
r=0.9036

r=0.9283

r=0.7535
texture_068
r=0.8362

r=0.9294

r=0.5276
texture_069
r=0.9510

r=0.9176

r=0.4773
texture_070
r=0.9139

r=0.9755

r=0.4360
texture_071
r=0.6602

r=0.6819

r=0.4616
texture_072
r=0.9368

r=0.9428

r=0.4709
texture_073
r=0.9631

r=0.9682

r=0.5329
texture_074
r=0.9525

r=0.9962

r=0.4684
texture_075
r=0.9205

r=0.7991

r=0.4885
texture_076
r=0.9412

r=0.9891

r=0.4725
texture_077
r=0.9568

r=0.9759

r=0.6300
texture_078
r=0.9435

r=0.9928

r=0.4609
texture_079
r=0.9375

r=0.9983

r=0.7708
texture_080
r=0.6319

r=0.6379

r=0.4654
texture_081
r=0.9136

r=0.9774

r=0.8292
texture_082
r=0.9475

r=0.9994

r=0.4654
texture_083
r=0.9622

r=0.9818

r=0.4389
texture_084
r=0.9282

r=0.9905

r=0.7891
texture_085
r=0.8105

r=0.9101

r=0.4399
texture_086
r=0.9678

r=0.9810

r=0.5491
texture_087
r=0.8955

r=0.9392

r=0.7493
texture_088
r=0.9239

r=0.8707

r=0.4606
texture_089
r=0.9575

r=0.9741

r=0.4683
texture_090
r=0.5662

r=0.6086

r=0.4779
texture_091
r=0.9543

r=0.9683

r=0.4796
texture_092
r=0.9389

r=0.9437

r=0.4699
texture_093
r=0.9600

r=0.9752

r=0.5460
texture_094
r=0.9424

r=0.9999

r=0.4817
texture_095
r=0.9080

r=0.9819

r=0.4648
texture_096
r=0.8100

r=0.8482

r=0.4287
texture_097
r=0.9149

r=0.9508

r=0.4737
texture_098
r=0.9145

r=0.9673

r=0.4714
texture_099
r=0.6128

r=0.6190

r=0.4452
texture_100
r=0.7752

r=0.9998

r=0.7080
Overall   r=0.8441 r=0.8938 r=0.5179