Chapter 5: Layered Dynamic Textures

LDT Results on Synthetic Video Texture Database - 2 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.
(Ising) - Ising descriptors, initialized using DTM [Ghoreyshi & Vidal, WDV 2006].
(GPCA) - generalized PCA [Vidal & 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.


Init ContourGround Truth

NameOriginalDTMLDTIsingGPCA
texture_001
r=0.9268

r=0.9682

r=0.9952

r=0.5007
texture_002
r=0.9240

r=0.9595

r=0.9492

r=0.5028
texture_003
r=0.9829

r=0.9998

r=0.9701

r=0.5000
texture_004
r=0.9728

r=0.9839

r=0.9938

r=0.9561
texture_005
r=0.9693

r=0.9759

r=0.9847

r=0.5039
texture_006
r=0.9688

r=0.9851

r=0.9810

r=0.5000
texture_007
r=0.9532

r=0.9995

r=0.9938

r=0.5010
texture_008
r=0.9706

r=0.9919

r=0.9946

r=0.5409
texture_009
r=0.9618

r=0.9990

r=0.9462

r=0.5000
texture_010
r=0.5442

r=0.7454

r=0.5542

r=0.5028
texture_011
r=0.5060

r=0.5001

r=0.5001

r=0.5002
texture_012
r=0.9064

r=0.9691

r=0.9518

r=0.5007
texture_013
r=0.9851

r=0.9828

r=0.9810

r=0.5017
texture_014
r=0.9519

r=1.0000

r=0.9876

r=0.5034
texture_015
r=0.9637

r=0.9966

r=0.9712

r=0.5000
texture_016
r=0.9397

r=0.9997

r=0.9932

r=0.5072
texture_017
r=0.6373

r=0.8470

r=0.6910

r=0.5017
texture_018
r=0.9477

r=0.9978

r=0.9982

r=0.5066
texture_019
r=0.9697

r=0.9660

r=0.9829

r=0.5065
texture_020
r=0.9582

r=0.9997

r=0.9749

r=0.5039
texture_021
r=0.9665

r=0.9943

r=0.9799

r=0.5002
texture_022
r=0.9755

r=0.9843

r=0.9605

r=0.5004
texture_023
r=0.9812

r=0.9699

r=0.9834

r=0.5020
texture_024
r=0.9696

r=0.9950

r=0.9569

r=0.5024
texture_025
r=0.9706

r=0.9905

r=0.9854

r=0.5000
texture_026
r=0.9704

r=0.9573

r=0.9005

r=0.5222
texture_027
r=0.9907

r=0.8693

r=0.9861

r=0.9346
texture_028
r=0.9486

r=0.9999

r=0.9951

r=0.5044
texture_029
r=0.9167

r=0.9853

r=0.9943

r=0.8274
texture_030
r=0.9570

r=0.9912

r=0.9776

r=0.5016
texture_031
r=0.9593

r=0.9940

r=0.9912

r=0.5002
texture_032
r=0.9657

r=0.9968

r=0.9914

r=0.7938
texture_033
r=0.8618

r=0.9322

r=0.9658

r=0.5011
texture_034
r=0.9808

r=0.9969

r=0.9772

r=0.5099
texture_035
r=0.5467

r=0.5534

r=0.5591

r=0.5088
texture_036
r=0.9467

r=0.9995

r=0.9983

r=0.5081
texture_037
r=0.9491

r=0.8395

r=0.9761

r=0.5006
texture_038
r=0.9567

r=0.9997

r=0.9966

r=0.5091
texture_039
r=0.5005

r=0.5011

r=0.5007

r=0.5001
texture_040
r=0.9564

r=1.0000

r=0.9632

r=0.5016
texture_041
r=0.9635

r=0.9989

r=0.9823

r=0.7355
texture_042
r=0.9598

r=0.9967

r=0.9860

r=0.5036
texture_043
r=0.9711

r=0.9760

r=0.9820

r=0.5007
texture_044
r=0.9866

r=0.9966

r=0.9819

r=0.6990
texture_045
r=0.9928

r=0.9804

r=0.9745

r=0.6170
texture_046
r=0.9709

r=0.9389

r=0.9820

r=0.5001
texture_047
r=0.9174

r=0.9805

r=0.9792

r=0.6544
texture_048
r=0.9841

r=0.9995

r=0.9810

r=0.5001
texture_049
r=0.9707

r=0.9870

r=0.9813

r=0.5020
texture_050
r=0.8339

r=1.0000

r=0.8703

r=0.8935
texture_051
r=0.9597

r=0.9682

r=0.9265

r=0.5000
texture_052
r=0.9755

r=0.9963

r=0.9944

r=0.5026
texture_053
r=0.6080

r=0.6885

r=0.7374

r=0.5000
texture_054
r=0.9547

r=0.9958

r=0.9181

r=0.5027
texture_055
r=0.9577

r=0.9838

r=0.9657

r=0.5464
texture_056
r=0.9816

r=0.9865

r=0.9693

r=0.5033
texture_057
r=0.9868

r=1.0000

r=0.9212

r=0.5000
texture_058
r=0.9580

r=0.9994

r=0.9691

r=0.5077
texture_059
r=0.9674

r=0.9960

r=0.9848

r=0.5000
texture_060
r=0.9520

r=0.9952

r=0.9814

r=0.5000
texture_061
r=0.9780

r=0.9907

r=0.9292

r=0.5048
texture_062
r=0.9770

r=1.0000

r=0.9935

r=0.5015
texture_063
r=0.9625

r=1.0000

r=0.9861

r=0.8795
texture_064
r=0.9755

r=0.9681

r=0.9076

r=0.5029
texture_065
r=0.9644

r=0.8285

r=0.9718

r=0.5029
texture_066
r=0.7373

r=0.9914

r=0.7184

r=0.5042
texture_067
r=0.9629

r=0.9800

r=0.9859

r=0.5000
texture_068
r=0.9567

r=0.9981

r=0.9939

r=0.5018
texture_069
r=0.9620

r=0.9599

r=0.9865

r=0.5001
texture_070
r=0.9779

r=0.9741

r=0.9775

r=0.5001
texture_071
r=0.9300

r=0.9849

r=0.9886

r=0.5142
texture_072
r=0.9601

r=0.9997

r=0.9943

r=0.5034
texture_073
r=0.9551

r=0.9931

r=0.9608

r=0.5000
texture_074
r=0.6255

r=0.8204

r=0.7553

r=0.5007
texture_075
r=0.9502

r=0.9670

r=0.9798

r=0.5007
texture_076
r=0.9352

r=0.8840

r=0.9674

r=0.7276
texture_077
r=0.9857

r=0.9972

r=0.9746

r=0.5012
texture_078
r=0.5143

r=0.5212

r=0.5429

r=0.5011
texture_079
r=0.9663

r=0.9749

r=0.9861

r=0.5016
texture_080
r=0.9815

r=0.9995

r=0.9630

r=0.6141
texture_081
r=0.9580

r=0.9157

r=0.9443

r=0.5289
texture_082
r=0.9512

r=1.0000

r=0.9187

r=0.5173
texture_083
r=0.9810

r=0.9774

r=0.9573

r=0.5001
texture_084
r=0.9624

r=0.9922

r=0.9838

r=0.5010
texture_085
r=0.5066

r=0.5187

r=0.5135

r=0.5941
texture_086
r=0.9613

r=0.9581

r=0.9844

r=0.5027
texture_087
r=0.6245

r=0.6570

r=0.7365

r=0.5003
texture_088
r=0.9436

r=0.9800

r=0.9791

r=0.5003
texture_089
r=0.9681

r=0.9889

r=0.9267

r=0.5000
texture_090
r=0.9801

r=0.9982

r=0.9818

r=0.5005
texture_091
r=0.9709

r=0.9967

r=0.9589

r=0.5000
texture_092
r=0.9644

r=0.9752

r=0.9743

r=0.5001
texture_093
r=0.5877

r=0.9418

r=0.6249

r=0.5024
texture_094
r=0.9702

r=0.9933

r=0.8845

r=0.5010
texture_095
r=0.9759

r=0.9823

r=0.9828

r=0.5000
texture_096
r=0.7506

r=0.9334

r=0.8647

r=0.5004
texture_097
r=0.9654

r=0.9769

r=0.9313

r=0.5039
texture_098
r=0.9596

r=0.9951

r=0.9920

r=0.5003
texture_099
r=0.9508

r=1.0000

r=0.9739

r=0.5037

Overall r=0.9116r=0.9444r=0.9271r=0.5379



Copyright Antoni Bert Chan 2008