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N-DIMENSIONAL DISPLAY INTERFACE:

A REPLACEMENT FOR THE VENERABLE FRAMEBUFFER

Charles D. Estes

A dissertation submitted to the faculty of the University of North Carolina at Chapel

Hill in partial fulfillment of the requirements for the degree of Doctor of Philosophy

in the Department of Computer Science.

Chapel Hill

2019

Approved by:

Ketan Mayer-Patel

Kevin Jeffay

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ABSTRACT

Charles D. Estes: n-Dimensional Display Interface - A Replacement For The Venerable Framebuffer (Under the direction of Ketan Mayer-Patel)

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To my favorite person in the world, Rossie. Thanks for always supporting me through your constant affirmation and unending encouragement. You make everyday my favorite.

And thank you, Yong, for putting me up to this whole idea. . . and for comforting me throughout my struggle. . .

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ACKNOWLEDGEMENTS

I would like to acknowledge Ketan Mayer-Patel for his support throughout this long journey. It started with a serendipitous grouping on candidates day. Little did I know he was also incubating the amazing set of ideas that became the n-Dimensional Display Interface. Despite the merit of the ideas, I would not have made it this far without his undying support and encouragement. I am truly blessed to call him an advisor, colleague, and friend.

Along with Ketan, my committee members (current and retired) have helped immensely to guide and shape this dissertation as well as my academic career. Kevin joined Ketan and I for lunch on that candidates day and has been the backbone of my committee since. Montek has brought nothing but energy and insight into each of our meetings, both on and off campus. Turner immediately understood our message of raising the display abstraction by placing just the right amount of digital logic on the display. Leonard provided a constant and appreciated level of discussion and criticism that helped to both ground and refine our research. Not to mention, he wrote the ground-breaking paper which was the inspiration for our break-through DCT Tiler. And special mention to Anselmo Lastra for his support as an early committee member. He provided pivotal feedback early on before retiring after an illustrious career.

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TABLE OF CONTENTS

LIST OF TABLES . . . xix

LIST OF FIGURES . . . xx

LIST OF ABBREVIATIONS . . . .lxxix 1 Introduction . . . 1

1.1 Problem Statement . . . 1

1.2 Framebuffer as a Narrow Waist . . . 2

1.3 Thesis Statement . . . 4

1.4 Organization . . . 4

2 A New Abstraction . . . 6

2.1 Guiding Principles . . . 7

2.2 Solution . . . 8

3 Prior Work. . . 9

3.1 Early Displays . . . 9

3.2 Traditional Display Interfaces . . . 10

3.3 Accelerating 3D Graphics. . . 12

3.3.1 Rasterization . . . 12

3.3.2 Ray Tracing . . . 13

3.4 Hybrid Displays . . . 14

3.5 Display Walls . . . 15

4 nDDI Design . . . 16

4.1 Architecture . . . 17

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4.1.2 Coefficient Plane . . . 18

4.1.3 Input Vector . . . 19

4.1.4 nDDI Engine . . . 19

4.1.5 nDDI Link . . . 21

4.2 Use Case Illustrations . . . 22

4.2.1 Wireless Web Tablet . . . 22

4.2.2 Windowed Display . . . 22

4.2.3 Scaling Video Player . . . 24

4.2.4 GUI Toolkit . . . 25

4.3 Guiding Principles . . . 26

5 PixelBridge Experiments . . . 27

5.1 nDDI Implementation . . . 27

5.1.1 Cost Model . . . 27

5.1.2 nDDI Commands. . . 28

5.2 Experiment Setup . . . 29

5.2.1 Legacy Applications . . . 30

5.2.1.1 Recorded Desktop Sessions . . . 30

5.2.1.2 Full-Screen Videos . . . 31

5.2.2 PixelBridge Application Design . . . 31

5.2.3 PixelBridge Tilers . . . 32

5.2.3.1 Framebuffer Mode . . . 32

5.2.3.2 Flat Tiled Mode . . . 33

5.2.3.3 Cached Tiled Mode . . . 34

5.2.3.4 Lossy Cached Tiled Mode . . . 34

5.2.4 Ideal Mode . . . 35

5.3 Results . . . 35

6 Blending . . . 40

6.1 Temporal Blending . . . 40

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6.3 Coefficient Plane Blending . . . 44

6.3.1 Extending with Alpha Channel . . . 49

7 Video . . . 50

7.1 Traditional Image Compression . . . 50

7.1.1 Encoding Steps . . . 52

7.1.2 Decoding Steps . . . 55

7.2 Approximating DCT . . . 57

7.3 DCT Tiled Mode . . . 58

7.3.1 Encoding . . . 58

7.3.1.1 Encoding Steps . . . 59

7.3.2 nDDI Configuration . . . 62

7.3.3 nDDI Commands. . . 64

7.4 Results . . . 66

8 Advanced Video . . . 67

8.1 Prediction-Residual Decoder . . . 68

8.2 Experiment Setup . . . 69

8.3 Results . . . 71

9 Design Feasibility . . . 75

9.1 General Purpose Hardware . . . 75

9.2 RAM Requirements . . . 77

9.2.1 Framebuffer Mode . . . 77

9.2.2 Cached Tiled Mode . . . 77

9.2.3 DCT Tiled Mode . . . 79

9.2.4 Memory Access Patterns . . . 80

9.3 Example Hardware Design . . . 82

9.3.1 Per-Pixel Digital Logic . . . 83

9.3.2 Memory Design . . . 84

9.4 Frame Volume Cache Simulation . . . 86

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9.4.2 Setup . . . 87

9.4.3 Results . . . 88

10 Connected Display Wall . . . 91

10.1 Design . . . 91

10.1.1 nDDI Display Server . . . 92

10.1.2 nDDI Clients . . . 93

10.1.3 nDDI Link Protocol . . . 93

10.2 Experiments . . . 94

10.2.1 Use Cases . . . 94

10.2.1.1 Video Conference Display Wall . . . 94

10.2.1.2 Digital Billboard . . . 96

10.2.1.3 Stadium Jumbotron . . . 97

10.2.2 Setup . . . 97

10.2.2.1 Client Responsibilities . . . 98

10.2.2.2 nDDI Command Recorder . . . 99

10.2.2.3 Experiment Procedure . . . 99

10.3 Results . . . .100

11 Future Work . . . .103

11.1 Advanced nDDI Video . . . .103

11.1.1 Rate Control . . . .103

11.1.2 Cached Prediction Macroblocks . . . .103

11.2 Design Feasibility . . . .104

11.3 Non-Traditional Displays . . . .104

11.3.1 3D Displays . . . .104

11.3.2 Light Field Displays . . . .104

11.4 Additional Use Cases . . . .105

12 Conclusion . . . .106

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Appendix B Cost Model Specification . . . .326

B.1 CostModel.h File Reference . . . .326

B.1.1 Detailed Description . . . .328

B.1.2 Macro Definition Documentation . . . .328

B.1.2.1 BYTES_PER_CM_COORD . . . .329

B.1.2.2 BYTES_PER_COEFF . . . .329

B.1.2.3 BYTES_PER_CP_COORD . . . .329

B.1.2.4 BYTES_PER_FV_COORD . . . .329

B.1.2.5 BYTES_PER_IV_VALUE . . . .329

B.1.2.6 BYTES_PER_PIXEL . . . .329

B.1.2.7 BYTES_PER_SCALER . . . .330

B.1.2.8 CALC_BYTES_FOR_CM_COORD_DOUBLES . . . .330

B.1.2.9 CALC_BYTES_FOR_CMS . . . .330

B.1.2.10 CALC_BYTES_FOR_CP_COORD_TRIPLES . . . .330

B.1.2.11 CALC_BYTES_FOR_FV_COORD_TUPLES . . . .330

B.1.2.12 CALC_BYTES_FOR_IV_UPDATE . . . .331

B.1.2.13 CALC_BYTES_FOR_PIXELS . . . .331

B.1.2.14 CALC_BYTES_FOR_TILE_COORD_DOUBLES . . . .331

B.2 nddi::CostModel Class Reference . . . .331

B.2.1 Detailed Description . . . .333

B.2.2 Constructor & Destructor Documentation . . . .333

B.2.2.1 CostModel()[1/2] . . . .334

B.2.2.2 CostModel()[2/2] . . . .334

B.2.2.3 ∼CostModel() . . . .335

B.2.3 Member Function Documentation. . . .335

B.2.3.1 clearCosts() . . . .335

B.2.3.2 getBytesRead() . . . .335

B.2.3.3 getBytesWritten() . . . .336

B.2.3.4 getLinkBytesTransmitted() . . . .336

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B.2.3.6 getPixelsBlended() . . . .337

B.2.3.7 getPixelsMapped() . . . .337

B.2.3.8 getReadAccessCount() . . . .337

B.2.3.9 getWriteAccessCount() . . . .338

B.2.3.10 isHeadless() . . . .338

B.2.3.11 printCharges() . . . .339

B.2.3.12 registerCoefficientMatrixMemoryCharge() . . . .339

B.2.3.13 registerCoefficientMemoryCharge() . . . .339

B.2.3.14 registerFrameVolumeMemoryCharge() . . . .340

B.2.3.15 registerInputVectorMemoryCharge() . . . .341

B.2.3.16 registerPixelBlendCharge() . . . .341

B.2.3.17 registerPixelMappingCharge() . . . .342

B.2.3.18 registerScalerMemoryCharge() . . . .342

B.2.3.19 registerTransmissionCharge() . . . .343

B.3 nddi::Charge Class Reference . . . .343

B.3.1 Detailed Description . . . .344

B.3.2 Constructor & Destructor Documentation . . . .344

B.3.2.1 Charge() . . . .344

B.3.3 Member Function Documentation. . . .344

B.3.3.1 print() . . . .344

B.3.4 Member Data Documentation . . . .344

B.3.4.1 sequenceNumber . . . .345

B.4 nddi::CoefficientCharge Class Reference . . . .345

B.4.1 Detailed Description . . . .346

B.4.2 Constructor & Destructor Documentation . . . .346

B.4.2.1 CoefficientCharge() . . . .346

B.4.3 Member Function Documentation. . . .346

B.4.3.1 print() . . . .347

B.4.4 Member Data Documentation . . . .347

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B.4.4.2 col . . . .347

B.4.4.3 end . . . .347

B.4.4.4 row . . . .348

B.4.4.5 start . . . .348

B.5 nddi::CoefficientMatrixCharge Class Reference . . . .348

B.5.1 Detailed Description . . . .349

B.5.2 Constructor & Destructor Documentation . . . .349

B.5.2.1 CoefficientMatrixCharge() . . . .349

B.5.3 Member Function Documentation. . . .349

B.5.3.1 print() . . . .350

B.5.4 Member Data Documentation . . . .350

B.5.4.1 access . . . .350

B.5.4.2 cm . . . .350

B.5.4.3 end . . . .350

B.5.4.4 start . . . .351

B.6 nddi::FrameVolumeCharge Class Reference . . . .351

B.6.1 Detailed Description . . . .351

B.6.2 Constructor & Destructor Documentation . . . .352

B.6.2.1 FrameVolumeCharge() . . . .352

B.6.3 Member Function Documentation. . . .352

B.6.3.1 print() . . . .352

B.6.4 Member Data Documentation . . . .353

B.6.4.1 access . . . .353

B.6.4.2 end . . . .353

B.6.4.3 start . . . .353

B.7 nddi::InputVectorCharge Class Reference . . . .353

B.7.1 Detailed Description . . . .354

B.7.2 Constructor & Destructor Documentation . . . .354

B.7.2.1 InputVectorCharge() . . . .354

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B.7.3.1 print() . . . .355

B.7.4 Member Data Documentation . . . .355

B.7.4.1 access . . . .355

B.7.4.2 end . . . .356

B.7.4.3 start . . . .356

B.8 nddi::ScalerCharge Class Reference . . . .356

B.8.1 Detailed Description . . . .357

B.8.2 Constructor & Destructor Documentation . . . .357

B.8.2.1 ScalerCharge() . . . .357

B.8.3 Member Function Documentation. . . .357

B.8.3.1 print() . . . .358

B.8.4 Member Data Documentation . . . .358

B.8.4.1 access . . . .358

B.8.4.2 end . . . .358

B.8.4.3 start . . . .358

Appendix C nDDI API Specification . . . .359

C.1 NDimensionalDisplayInterface.h File Reference . . . .359

C.1.1 Detailed Description . . . .360

C.1.2 Macro Definition Documentation . . . .361

C.1.2.1 COEFFICIENT_MATRIX_P . . . .361

C.1.2.2 COEFFICIENT_MATRIX_X . . . .361

C.1.2.3 COEFFICIENT_MATRIX_Y . . . .361

C.1.2.4 COEFFICIENT_UNCHANGED . . . .361

C.1.2.5 DEFAULT_FULL_SCALER . . . .362

C.2 nddi::Pixel Union Reference . . . .362

C.2.1 Detailed Description . . . .362

C.2.2 Member Data Documentation . . . .363

C.2.2.1 a . . . .363

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C.2.2.3 fields . . . .363

C.2.2.4 g . . . .363

C.2.2.5 packed . . . .363

C.2.2.6 r . . . .364

C.3 nddi::Scaler Union Reference . . . .364

C.3.1 Detailed Description . . . .364

C.3.2 Member Data Documentation . . . .365

C.3.2.1 a . . . .365

C.3.2.2 b . . . .365

C.3.2.3 fields . . . .365

C.3.2.4 g . . . .365

C.3.2.5 packed . . . .365

C.3.2.6 r . . . .366

C.4 nddi::NDimensionalDisplayInterface Class Reference . . . .366

C.4.1 Detailed Description . . . .368

C.4.2 Constructor & Destructor Documentation . . . .368

C.4.2.1 NDimensionalDisplayInterface()[1/3]. . . .368

C.4.2.2 NDimensionalDisplayInterface()[2/3]. . . .369

C.4.2.3 NDimensionalDisplayInterface()[3/3]. . . .370

C.4.3 Member Function Documentation. . . .371

C.4.3.1 CopyFrameVolume() . . . .371

C.4.3.2 CopyPixels() . . . .372

C.4.3.3 CopyPixelStrip() . . . .372

C.4.3.4 CopyPixelTiles() . . . .373

C.4.3.5 DisplayHeight() . . . .373

C.4.3.6 DisplayWidth() . . . .374

C.4.3.7 FillCoefficient() . . . .374

C.4.3.8 FillCoefficientMatrix() . . . .375

C.4.3.9 FillCoefficientTiles() . . . .375

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C.4.3.11 FillScaler() . . . .376

C.4.3.12 FillScalerTiles() . . . .377

C.4.3.13 FillScalerTileStack() . . . .377

C.4.3.14 GetCostModel() . . . .378

C.4.3.15 GetFullScaler() . . . .379

C.4.3.16 NumCoefficientPlanes() . . . .379

C.4.3.17 PutCoefficientMatrix() . . . .379

C.4.3.18 PutPixel() . . . .380

C.4.3.19 SetFullScaler() . . . .380

C.4.3.20 SetPixelByteSignMode() . . . .381

C.4.3.21 UpdateInputVector() . . . .381

Appendix D nDDI API Extensions Specification . . . .382

D.1 NDimensionalDisplayInterfaceExtended.h File Reference . . . .382

D.1.1 Detailed Description . . . .382

D.2 nddi::NDimensionalDisplayInterfaceExtended Class Reference . . . .382

D.2.1 Detailed Description . . . .383

D.2.2 Member Function Documentation. . . .383

D.2.2.1 CopyFrameVolume() . . . .383

Appendix E GRPC Display Interface . . . .384

E.1 src/GrpcNddiDisplay.h File Reference . . . .384

E.1.1 Detailed Description . . . .384

E.2 nddi::GrpcNddiDisplay Class Reference . . . .384

E.2.1 Detailed Description . . . .387

E.2.2 Constructor & Destructor Documentation . . . .387

E.2.2.1 GrpcNddiDisplay()[1/3]. . . .387

E.2.2.2 GrpcNddiDisplay()[2/3]. . . .388

E.2.2.3 GrpcNddiDisplay()[3/3]. . . .389

E.2.2.4 ∼GrpcNddiDisplay() . . . .390

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E.2.3.1 ClearCostModel() . . . .390

E.2.3.2 CopyFrameVolume() . . . .391

E.2.3.3 CopyPixels() . . . .392

E.2.3.4 CopyPixelStrip() . . . .392

E.2.3.5 CopyPixelTiles() . . . .393

E.2.3.6 DisplayHeight() . . . .394

E.2.3.7 DisplayWidth() . . . .394

E.2.3.8 FillCoefficient() . . . .394

E.2.3.9 FillCoefficientMatrix() . . . .395

E.2.3.10 FillCoefficientTiles() . . . .396

E.2.3.11 FillPixel() . . . .396

E.2.3.12 FillScaler() . . . .397

E.2.3.13 FillScalerTiles() . . . .397

E.2.3.14 FillScalerTileStack() . . . .398

E.2.3.15 GetCostModel() . . . .399

E.2.3.16 GetFullScaler() . . . .399

E.2.3.17 Latch() . . . .399

E.2.3.18 NumCoefficientPlanes() . . . .400

E.2.3.19 PutCoefficientMatrix() . . . .400

E.2.3.20 PutPixel() . . . .401

E.2.3.21 SetFullScaler() . . . .401

E.2.3.22 SetPixelByteSignMode() . . . .402

E.2.3.23 Shutdown() . . . .402

E.2.3.24 UpdateInputVector() . . . .403

Appendix F Recorder Display Interface . . . .404

F.1 src/RecorderNddiDisplay.h File Reference . . . .404

F.1.1 Detailed Description . . . .404

F.2 nddi::RecorderNddiDisplay Class Reference . . . .405

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F.2.2 Constructor & Destructor Documentation . . . .408

F.2.2.1 RecorderNddiDisplay()[1/5]. . . .408

F.2.2.2 RecorderNddiDisplay()[2/5]. . . .408

F.2.2.3 RecorderNddiDisplay()[3/5]. . . .409

F.2.2.4 RecorderNddiDisplay()[4/5]. . . .410

F.2.2.5 RecorderNddiDisplay()[5/5]. . . .412

F.2.2.6 ∼RecorderNddiDisplay() . . . .412

F.2.3 Member Function Documentation. . . .413

F.2.3.1 ClearCostModel() . . . .413

F.2.3.2 CopyFrameVolume() . . . .413

F.2.3.3 CopyPixels() . . . .413

F.2.3.4 CopyPixelStrip() . . . .414

F.2.3.5 CopyPixelTiles() . . . .415

F.2.3.6 DisplayHeight() . . . .415

F.2.3.7 DisplayWidth() . . . .416

F.2.3.8 FillCoefficient() . . . .416

F.2.3.9 FillCoefficientMatrix() . . . .417

F.2.3.10 FillCoefficientTiles() . . . .417

F.2.3.11 FillPixel() . . . .418

F.2.3.12 FillScaler() . . . .418

F.2.3.13 FillScalerTiles() . . . .419

F.2.3.14 FillScalerTileStack() . . . .420

F.2.3.15 GetCostModel() . . . .420

F.2.3.16 GetFullScaler() . . . .420

F.2.3.17 Latch() . . . .421

F.2.3.18 NumCoefficientPlanes() . . . .421

F.2.3.19 Play() . . . .422

F.2.3.20 PutCoefficientMatrix() . . . .422

F.2.3.21 PutPixel() . . . .423

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F.2.3.23 SetPixelByteSignMode() . . . .424

F.2.3.24 Shutdown() . . . .424

F.2.3.25 UpdateInputVector() . . . .424

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LIST OF TABLES

7.1 DCT Tiled Mode Statistics using a quality factor of 1 (best) and 4 (modest). . . 66

8.1 PSNR and Optimal configuration / scheme for each of the low, medium, and high flow clips. The data budgets are 8, 4, and 2.5 bits per pixel. . . 73

8.2 PSNR and Optimal configuration / scheme for each of the low, medium, and high flow 4K clips. The data budgets are 4, 3, and 2 bits per pixel. . . 73

9.1 RAM Requirements for PixelBridge Framebuffer and Flat Tiled Modes. . . 78

9.2 RAM Requirements for PixelBridge Cached Tiled Mode. . . 78

9.3 RAM Requirements for PixelBridge DCT Tiled Mode. . . 79

9.4 RAM Access Pattern for PixelBridge Framebuffer Mode. . . 81

9.5 RAM Access Pattern for PixelBridge Flat Tiled Mode. . . 81

9.6 RAM Access Pattern for PixelBridge Cached Tiled (8-bit) Mode. . . 82

9.7 RAM Access Pattern for PixelBridge DCT Tiled (q=4) Mode. . . 82

9.8 Cache strategy configuration. . . 88

9.9 Cache Simulation for PixelBridge Framebuffer Mode. . . 88

9.10 Cache Simulation for PixelBridge Flat Tiled Mode. . . 89

9.11 Cache Simulation for PixelBridge Cached Tiled (8-bit) Mode. . . 89

9.12 Cache Simulation for PixelBridge DCT Tiled (q=4) Mode. . . 90

10.1 Video Conference Display Wall configuration. . . 95

10.2 Very large billboard configuration. . . 96

10.3 Jumbotron display configuration. . . 97

10.4 Connected display wall experiment results.. . . .100

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LIST OF FIGURES

1.1 The framebuffer has served as a narrow waist for the display pipeline. . . 4

2.1 Illustrations of the trade-offs when evaluating new potential abstractions to replace the framebuffer. . . 6

3.1 The DVI connector was built around the Molex MicrocrossTMdesign, allowing both analog and digital support. . . 11

3.2 A traditional 3D graphics rasterization pipeline. . . 13

4.1 DPVL architecture diagram. . . 17

4.2 nDDI Architecture diagram. . . 18

4.3 Example matrix multiplication for pixel mapping. . . 20

4.4 nDDI configured for a web tablet.. . . 23

4.5 nDDI organized for a windows. . . 23

4.6 nDDI for simple video playback. . . 24

4.7 nDDI used to composite elements of a GUI. . . 25

5.1 PixelBridge experiment design. . . 32

5.2 Framebuffer mode nDDI configuration. . . 33

5.3 Flat tiled mode nDDI configuration. . . 33

5.4 Cached tiled mode nDDI configuration. . . 35

5.5 Results for small recordings. . . 36

5.6 Results for medium recordings. . . 36

5.7 Results for large recordings. . . 37

5.8 Results for video. . . 38

5.9 Results for video with reverse playback also. . . 39

6.1 nDDI configuration for temporal blending. . . 41

6.2 nDDI configuration for framebuffer blending. . . 43

6.3 Revised nDDI Architecture diagram.. . . 45

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7.2 Zig-zag ordering scheme. . . 51

7.3 Original grayscale macroblock example. . . 52

7.4 Sample rendering of basis functions. . . 57

7.5 Example blending of weighted basis functions for four8×8blocks. . . 58

7.6 nDDI video encoder/decoder pipeline. . . 59

7.7 Original grayscale macroblock DCT tiler example. . . 60

7.8 DCT Tiler nDDI configuration. . . 63

7.9 Revised video results with new DCT tiler. . . 66

8.1 Multiscale DCT example of 168×8blocks. . . 69

8.2 PSNR of all configuration and priority schemes contrasted to optical flow using the medium budget constraint on the Limitless 720p median flow clip. . . 72

8.3 PSNR of best configuration and priority schemes contrasted to optical flow using all three budge constraints on the Elysium 4K median flow clip. . . 73

8.4 Video results for the DVD and 1080p 10s clips using the configuration and priority scheme that performed best for that clip. As with before, the results are a ratio of the bytes transmitted over the wire compared to a 60Hz. . . 74

8.5 Video results for 4K 10s clips using the configuration and priority scheme that performed best for that clip. As with before, the results are a ratio of the bytes transmitted over the wire compared to a 60Hz. . . 74

9.1 Pixel calculations for an example nDDI design of a single pixel. . . 83

9.2 Example nDDI memory design. . . 84

9.3 Example 4x3 nDDI Engine / Coefficient Plane / DIsplay Panel memory design. . . 85

10.1 Revised nDDI Architecture diagram for networked configuration. . . 92

10.2 Video Conference display wall rendering.. . . 95

10.3 Very large billboard rendering. . . 96

10.4 Jumbotron display rendering. . . 97

A.1 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip using the configuration 1:8,Snap,Delta. . . .110

A.2 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip using the configuration 1:8,Trim,Delta.. . . .110

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A.4 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 1:8,Trim,Planes. . . .110 A.5 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 16:1 1:8,Snap,Delta. . . .110 A.6 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 16:1 1:8,Trim,Delta.. . . .110 A.7 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 16:1 1:8,Snap,Planes. . . .111 A.8 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 16:1 1:8,Trim,Planes. . . .111 A.9 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 2:2 1:8,Snap,Delta. . . .111 A.10 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 2:2 1:8,Trim,Delta. . . .111 A.11 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 2:2 1:8,Snap,Planes. . . .111 A.12 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 2:2 1:8,Trim,Planes. . . .111 A.13 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 4:3 1:8,Snap,Delta. . . .112 A.14 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 4:3 1:8,Trim,Delta. . . .112 A.15 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 4:3 1:8,Snap,Planes. . . .112 A.16 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 4:3 1:8,Trim,Planes. . . .112 A.17 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 8:2 4:2 1:8,Snap,Delta. . . .112 A.18 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 8:2 4:2 1:8,Trim,Delta. . . .112 A.19 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 8:2 4:2 1:8,Snap,Planes.. . . .113 A.20 PSNR vs. optical flow of the Bourne DVD Low Flow and Low Compression clip

using the configuration 8:2 4:2 1:8,Trim,Planes. . . .113 A.21 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 1:8,Snap,Delta. . . .114 A.22 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

(23)

A.23 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 1:8,Snap,Planes. . . .114 A.24 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 1:8,Trim,Planes. . . .114 A.25 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 16:1 1:8,Snap,Delta. . . .114 A.26 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 16:1 1:8,Trim,Delta.. . . .114 A.27 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 16:1 1:8,Snap,Planes. . . .115 A.28 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 16:1 1:8,Trim,Planes. . . .115 A.29 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 2:2 1:8,Snap,Delta. . . .115 A.30 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 2:2 1:8,Trim,Delta. . . .115 A.31 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 2:2 1:8,Snap,Planes. . . .115 A.32 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 2:2 1:8,Trim,Planes. . . .115 A.33 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 4:3 1:8,Snap,Delta. . . .116 A.34 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 4:3 1:8,Trim,Delta. . . .116 A.35 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 4:3 1:8,Snap,Planes. . . .116 A.36 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 4:3 1:8,Trim,Planes. . . .116 A.37 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .116 A.38 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .116 A.39 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Snap,Planes.. . . .117 A.40 PSNR vs. optical flow of the Bourne DVD Low Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .117 A.41 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

(24)

A.42 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 1:8,Trim,Delta.. . . .118 A.43 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 1:8,Snap,Planes. . . .118 A.44 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 1:8,Trim,Planes. . . .118 A.45 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 16:1 1:8,Snap,Delta. . . .118 A.46 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 16:1 1:8,Trim,Delta.. . . .118 A.47 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 16:1 1:8,Snap,Planes. . . .119 A.48 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 16:1 1:8,Trim,Planes. . . .119 A.49 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 2:2 1:8,Snap,Delta. . . .119 A.50 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 2:2 1:8,Trim,Delta. . . .119 A.51 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 2:2 1:8,Snap,Planes. . . .119 A.52 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 2:2 1:8,Trim,Planes. . . .119 A.53 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 4:3 1:8,Snap,Delta. . . .120 A.54 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 4:3 1:8,Trim,Delta. . . .120 A.55 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 4:3 1:8,Snap,Planes. . . .120 A.56 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 4:3 1:8,Trim,Planes. . . .120 A.57 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 8:2 4:2 1:8,Snap,Delta. . . .120 A.58 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 8:2 4:2 1:8,Trim,Delta. . . .120 A.59 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

using the configuration 8:2 4:2 1:8,Snap,Planes.. . . .121 A.60 PSNR vs. optical flow of the Bourne DVD Low Flow and High Compression clip

(25)

A.61 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 1:8,Snap,Delta. . . .122 A.62 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 1:8,Trim,Delta.. . . .122 A.63 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 1:8,Snap,Planes. . . .122 A.64 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 1:8,Trim,Planes. . . .122 A.65 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 16:1 1:8,Snap,Delta. . . .122 A.66 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 16:1 1:8,Trim,Delta.. . . .122 A.67 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 16:1 1:8,Snap,Planes. . . .123 A.68 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 16:1 1:8,Trim,Planes. . . .123 A.69 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 2:2 1:8,Snap,Delta. . . .123 A.70 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 2:2 1:8,Trim,Delta. . . .123 A.71 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 2:2 1:8,Snap,Planes. . . .123 A.72 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 2:2 1:8,Trim,Planes. . . .123 A.73 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 4:3 1:8,Snap,Delta. . . .124 A.74 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 4:3 1:8,Trim,Delta. . . .124 A.75 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 4:3 1:8,Snap,Planes. . . .124 A.76 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 4:3 1:8,Trim,Planes. . . .124 A.77 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .124 A.78 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .124 A.79 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

(26)

A.80 PSNR vs. optical flow of the Bourne DVD Median Flow and Low Compression

clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .125 A.81 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 1:8,Snap,Delta. . . .126 A.82 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 1:8,Trim,Delta.. . . .126 A.83 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 1:8,Snap,Planes. . . .126 A.84 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 1:8,Trim,Planes. . . .126 A.85 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 16:1 1:8,Snap,Delta. . . .126 A.86 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 16:1 1:8,Trim,Delta.. . . .126 A.87 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 16:1 1:8,Snap,Planes. . . .127 A.88 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 16:1 1:8,Trim,Planes. . . .127 A.89 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 2:2 1:8,Snap,Delta. . . .127 A.90 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 2:2 1:8,Trim,Delta. . . .127 A.91 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 2:2 1:8,Snap,Planes. . . .127 A.92 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 2:2 1:8,Trim,Planes. . . .127 A.93 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 4:3 1:8,Snap,Delta. . . .128 A.94 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 4:3 1:8,Trim,Delta. . . .128 A.95 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 4:3 1:8,Snap,Planes. . . .128 A.96 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 4:3 1:8,Trim,Planes. . . .128 A.97 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .128 A.98 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

(27)

A.99 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Snap,Planes.. . . .129 A.100 PSNR vs. optical flow of the Bourne DVD Median Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .129 A.101 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 1:8,Snap,Delta. . . .130 A.102 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 1:8,Trim,Delta.. . . .130 A.103 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 1:8,Snap,Planes. . . .130 A.104 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 1:8,Trim,Planes. . . .130 A.105 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 16:1 1:8,Snap,Delta. . . .130 A.106 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 16:1 1:8,Trim,Delta.. . . .130 A.107 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 16:1 1:8,Snap,Planes. . . .131 A.108 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 16:1 1:8,Trim,Planes. . . .131 A.109 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 2:2 1:8,Snap,Delta. . . .131 A.110 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 2:2 1:8,Trim,Delta. . . .131 A.111 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 2:2 1:8,Snap,Planes. . . .131 A.112 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 2:2 1:8,Trim,Planes. . . .131 A.113 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 4:3 1:8,Snap,Delta. . . .132 A.114 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 4:3 1:8,Trim,Delta. . . .132 A.115 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 4:3 1:8,Snap,Planes. . . .132 A.116 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 4:3 1:8,Trim,Planes. . . .132 A.117 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

(28)

A.118 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .132 A.119 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 8:2 4:2 1:8,Snap,Planes.. . . .133 A.120 PSNR vs. optical flow of the Bourne DVD Median Flow and High Compression

clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .133 A.121 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 1:8,Snap,Delta. . . .134 A.122 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 1:8,Trim,Delta.. . . .134 A.123 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 1:8,Snap,Planes. . . .134 A.124 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 1:8,Trim,Planes. . . .134 A.125 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 16:1 1:8,Snap,Delta. . . .134 A.126 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 16:1 1:8,Trim,Delta.. . . .134 A.127 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 16:1 1:8,Snap,Planes. . . .135 A.128 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 16:1 1:8,Trim,Planes. . . .135 A.129 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 2:2 1:8,Snap,Delta. . . .135 A.130 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 2:2 1:8,Trim,Delta. . . .135 A.131 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 2:2 1:8,Snap,Planes. . . .135 A.132 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 2:2 1:8,Trim,Planes. . . .135 A.133 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 4:3 1:8,Snap,Delta. . . .136 A.134 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 4:3 1:8,Trim,Delta. . . .136 A.135 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 4:3 1:8,Snap,Planes. . . .136 A.136 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

(29)

A.137 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 8:2 4:2 1:8,Snap,Delta. . . .136 A.138 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 8:2 4:2 1:8,Trim,Delta. . . .136 A.139 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 8:2 4:2 1:8,Snap,Planes.. . . .137 A.140 PSNR vs. optical flow of the Bourne DVD High Flow and Low Compression clip

using the configuration 8:2 4:2 1:8,Trim,Planes. . . .137 A.141 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 1:8,Snap,Delta. . . .138 A.142 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 1:8,Trim,Delta.. . . .138 A.143 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 1:8,Snap,Planes. . . .138 A.144 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 1:8,Trim,Planes. . . .138 A.145 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 16:1 1:8,Snap,Delta. . . .138 A.146 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 16:1 1:8,Trim,Delta.. . . .138 A.147 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 16:1 1:8,Snap,Planes. . . .139 A.148 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 16:1 1:8,Trim,Planes. . . .139 A.149 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 2:2 1:8,Snap,Delta. . . .139 A.150 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 2:2 1:8,Trim,Delta. . . .139 A.151 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 2:2 1:8,Snap,Planes. . . .139 A.152 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 2:2 1:8,Trim,Planes. . . .139 A.153 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 4:3 1:8,Snap,Delta. . . .140 A.154 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 4:3 1:8,Trim,Delta. . . .140 A.155 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

(30)

A.156 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 4:3 1:8,Trim,Planes. . . .140 A.157 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .140 A.158 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .140 A.159 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Snap,Planes.. . . .141 A.160 PSNR vs. optical flow of the Bourne DVD High Flow and Medium Compression

clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .141 A.161 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 1:8,Snap,Delta. . . .142 A.162 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 1:8,Trim,Delta.. . . .142 A.163 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 1:8,Snap,Planes. . . .142 A.164 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 1:8,Trim,Planes. . . .142 A.165 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 16:1 1:8,Snap,Delta. . . .142 A.166 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 16:1 1:8,Trim,Delta.. . . .142 A.167 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 16:1 1:8,Snap,Planes. . . .143 A.168 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 16:1 1:8,Trim,Planes. . . .143 A.169 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 2:2 1:8,Snap,Delta. . . .143 A.170 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 2:2 1:8,Trim,Delta. . . .143 A.171 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 2:2 1:8,Snap,Planes. . . .143 A.172 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 2:2 1:8,Trim,Planes. . . .143 A.173 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 4:3 1:8,Snap,Delta. . . .144 A.174 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

(31)

A.175 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 4:3 1:8,Snap,Planes. . . .144 A.176 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 4:3 1:8,Trim,Planes. . . .144 A.177 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 8:2 4:2 1:8,Snap,Delta. . . .144 A.178 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 8:2 4:2 1:8,Trim,Delta. . . .144 A.179 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 8:2 4:2 1:8,Snap,Planes.. . . .145 A.180 PSNR vs. optical flow of the Bourne DVD High Flow and High Compression clip

using the configuration 8:2 4:2 1:8,Trim,Planes. . . .145 A.181 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 1:8,Snap,Delta. . . .146 A.182 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 1:8,Trim,Delta. . . .146 A.183 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 1:8,Snap,Planes. . . .146 A.184 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 1:8,Trim,Planes. . . .146 A.185 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 16:1 1:8,Snap,Delta. . . .146 A.186 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 16:1 1:8,Trim,Delta. . . .146 A.187 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 16:1 1:8,Snap,Planes. . . .147 A.188 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 16:1 1:8,Trim,Planes. . . .147 A.189 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 2:2 1:8,Snap,Delta. . . .147 A.190 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 2:2 1:8,Trim,Delta. . . .147 A.191 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 2:2 1:8,Snap,Planes.. . . .147 A.192 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 2:2 1:8,Trim,Planes. . . .147 A.193 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

(32)

A.194 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 4:3 1:8,Trim,Delta. . . .148 A.195 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 4:3 1:8,Snap,Planes.. . . .148 A.196 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 4:3 1:8,Trim,Planes. . . .148 A.197 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .148 A.198 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .148 A.199 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 8:2 4:2 1:8,Snap,Planes. . . .149 A.200 PSNR vs. optical flow of the Captain America 720 Low Flow and Low

Compres-sion clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .149 A.201 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 1:8,Snap,Delta. . . .150 A.202 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 1:8,Trim,Delta. . . .150 A.203 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 1:8,Snap,Planes. . . .150 A.204 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 1:8,Trim,Planes. . . .150 A.205 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 16:1 1:8,Snap,Delta. . . .150 A.206 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 16:1 1:8,Trim,Delta. . . .150 A.207 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 16:1 1:8,Snap,Planes. . . .151 A.208 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 16:1 1:8,Trim,Planes. . . .151 A.209 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 2:2 1:8,Snap,Delta. . . .151 A.210 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 2:2 1:8,Trim,Delta. . . .151 A.211 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 2:2 1:8,Snap,Planes. . . .151 A.212 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

(33)

A.213 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 4:3 1:8,Snap,Delta. . . .152 A.214 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 4:3 1:8,Trim,Delta. . . .152 A.215 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 4:3 1:8,Snap,Planes. . . .152 A.216 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 4:3 1:8,Trim,Planes. . . .152 A.217 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .152 A.218 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .152 A.219 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Snap,Planes. . . .153 A.220 PSNR vs. optical flow of the Captain America 720 Low Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .153 A.221 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 1:8,Snap,Delta. . . .154 A.222 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 1:8,Trim,Delta. . . .154 A.223 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 1:8,Snap,Planes. . . .154 A.224 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 1:8,Trim,Planes. . . .154 A.225 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 16:1 1:8,Snap,Delta. . . .154 A.226 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 16:1 1:8,Trim,Delta. . . .154 A.227 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 16:1 1:8,Snap,Planes. . . .155 A.228 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 16:1 1:8,Trim,Planes. . . .155 A.229 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 2:2 1:8,Snap,Delta. . . .155 A.230 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 2:2 1:8,Trim,Delta. . . .155 A.231 PSNR vs. optical flow of the Captain America 720 Low Flow and High

(34)

A.232 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 2:2 1:8,Trim,Planes. . . .155 A.233 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 4:3 1:8,Snap,Delta. . . .156 A.234 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 4:3 1:8,Trim,Delta. . . .156 A.235 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 4:3 1:8,Snap,Planes.. . . .156 A.236 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 4:3 1:8,Trim,Planes. . . .156 A.237 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .156 A.238 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .156 A.239 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 8:2 4:2 1:8,Snap,Planes. . . .157 A.240 PSNR vs. optical flow of the Captain America 720 Low Flow and High

Compres-sion clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .157 A.241 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 1:8,Snap,Delta. . . .158 A.242 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 1:8,Trim,Delta. . . .158 A.243 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 1:8,Snap,Planes. . . .158 A.244 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 1:8,Trim,Planes. . . .158 A.245 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 16:1 1:8,Snap,Delta. . . .158 A.246 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 16:1 1:8,Trim,Delta. . . .158 A.247 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 16:1 1:8,Snap,Planes. . . .159 A.248 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 16:1 1:8,Trim,Planes. . . .159 A.249 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 2:2 1:8,Snap,Delta. . . .159 A.250 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

(35)

A.251 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 2:2 1:8,Snap,Planes. . . .159 A.252 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 2:2 1:8,Trim,Planes. . . .159 A.253 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 4:3 1:8,Snap,Delta. . . .160 A.254 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 4:3 1:8,Trim,Delta. . . .160 A.255 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 4:3 1:8,Snap,Planes. . . .160 A.256 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 4:3 1:8,Trim,Planes. . . .160 A.257 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .160 A.258 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .160 A.259 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 8:2 4:2 1:8,Snap,Planes. . . .161 A.260 PSNR vs. optical flow of the Captain America 720 Median Flow and Low

Compression clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .161 A.261 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 1:8,Snap,Delta. . . .162 A.262 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 1:8,Trim,Delta. . . .162 A.263 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 1:8,Snap,Planes. . . .162 A.264 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 1:8,Trim,Planes. . . .162 A.265 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 16:1 1:8,Snap,Delta. . . .162 A.266 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 16:1 1:8,Trim,Delta. . . .162 A.267 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 16:1 1:8,Snap,Planes. . . .163 A.268 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 16:1 1:8,Trim,Planes. . . .163 A.269 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

(36)

A.270 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 2:2 1:8,Trim,Delta. . . .163 A.271 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 2:2 1:8,Snap,Planes. . . .163 A.272 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 2:2 1:8,Trim,Planes. . . .163 A.273 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 4:3 1:8,Snap,Delta. . . .164 A.274 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 4:3 1:8,Trim,Delta. . . .164 A.275 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 4:3 1:8,Snap,Planes. . . .164 A.276 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 4:3 1:8,Trim,Planes. . . .164 A.277 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .164 A.278 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .164 A.279 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Snap,Planes. . . .165 A.280 PSNR vs. optical flow of the Captain America 720 Median Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .165 A.281 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 1:8,Snap,Delta. . . .166 A.282 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 1:8,Trim,Delta. . . .166 A.283 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 1:8,Snap,Planes. . . .166 A.284 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 1:8,Trim,Planes. . . .166 A.285 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 16:1 1:8,Snap,Delta. . . .166 A.286 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 16:1 1:8,Trim,Delta. . . .166 A.287 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 16:1 1:8,Snap,Planes. . . .167 A.288 PSNR vs. optical flow of the Captain America 720 Median Flow and High

(37)

A.289 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 2:2 1:8,Snap,Delta. . . .167 A.290 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 2:2 1:8,Trim,Delta. . . .167 A.291 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 2:2 1:8,Snap,Planes. . . .167 A.292 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 2:2 1:8,Trim,Planes. . . .167 A.293 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 4:3 1:8,Snap,Delta. . . .168 A.294 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 4:3 1:8,Trim,Delta. . . .168 A.295 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 4:3 1:8,Snap,Planes. . . .168 A.296 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 4:3 1:8,Trim,Planes. . . .168 A.297 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .168 A.298 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .168 A.299 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 8:2 4:2 1:8,Snap,Planes. . . .169 A.300 PSNR vs. optical flow of the Captain America 720 Median Flow and High

Compression clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .169 A.301 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 1:8,Snap,Delta. . . .170 A.302 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 1:8,Trim,Delta. . . .170 A.303 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 1:8,Snap,Planes. . . .170 A.304 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 1:8,Trim,Planes. . . .170 A.305 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 16:1 1:8,Snap,Delta. . . .170 A.306 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 16:1 1:8,Trim,Delta. . . .170 A.307 PSNR vs. optical flow of the Captain America 720 High Flow and Low

(38)

A.308 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 16:1 1:8,Trim,Planes. . . .171 A.309 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 2:2 1:8,Snap,Delta. . . .171 A.310 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 2:2 1:8,Trim,Delta. . . .171 A.311 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 2:2 1:8,Snap,Planes.. . . .171 A.312 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 2:2 1:8,Trim,Planes. . . .171 A.313 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 4:3 1:8,Snap,Delta. . . .172 A.314 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 4:3 1:8,Trim,Delta. . . .172 A.315 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 4:3 1:8,Snap,Planes.. . . .172 A.316 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 4:3 1:8,Trim,Planes. . . .172 A.317 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .172 A.318 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .172 A.319 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 8:2 4:2 1:8,Snap,Planes. . . .173 A.320 PSNR vs. optical flow of the Captain America 720 High Flow and Low

Compres-sion clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .173 A.321 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 1:8,Snap,Delta. . . .174 A.322 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 1:8,Trim,Delta. . . .174 A.323 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 1:8,Snap,Planes. . . .174 A.324 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 1:8,Trim,Planes. . . .174 A.325 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 16:1 1:8,Snap,Delta. . . .174 A.326 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

(39)

A.327 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 16:1 1:8,Snap,Planes. . . .175 A.328 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 16:1 1:8,Trim,Planes. . . .175 A.329 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 2:2 1:8,Snap,Delta. . . .175 A.330 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 2:2 1:8,Trim,Delta. . . .175 A.331 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 2:2 1:8,Snap,Planes. . . .175 A.332 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 2:2 1:8,Trim,Planes. . . .175 A.333 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 4:3 1:8,Snap,Delta. . . .176 A.334 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 4:3 1:8,Trim,Delta. . . .176 A.335 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 4:3 1:8,Snap,Planes. . . .176 A.336 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 4:3 1:8,Trim,Planes. . . .176 A.337 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .176 A.338 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .176 A.339 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Snap,Planes. . . .177 A.340 PSNR vs. optical flow of the Captain America 720 High Flow and Medium

Compression clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .177 A.341 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 1:8,Snap,Delta. . . .178 A.342 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 1:8,Trim,Delta. . . .178 A.343 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 1:8,Snap,Planes. . . .178 A.344 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 1:8,Trim,Planes. . . .178 A.345 PSNR vs. optical flow of the Captain America 720 High Flow and High

(40)

A.346 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 16:1 1:8,Trim,Delta. . . .178 A.347 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 16:1 1:8,Snap,Planes. . . .179 A.348 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 16:1 1:8,Trim,Planes. . . .179 A.349 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 2:2 1:8,Snap,Delta. . . .179 A.350 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 2:2 1:8,Trim,Delta. . . .179 A.351 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 2:2 1:8,Snap,Planes.. . . .179 A.352 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 2:2 1:8,Trim,Planes. . . .179 A.353 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 4:3 1:8,Snap,Delta. . . .180 A.354 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 4:3 1:8,Trim,Delta. . . .180 A.355 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 4:3 1:8,Snap,Planes.. . . .180 A.356 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 4:3 1:8,Trim,Planes. . . .180 A.357 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 8:2 4:2 1:8,Snap,Delta. . . .180 A.358 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 8:2 4:2 1:8,Trim,Delta. . . .180 A.359 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 8:2 4:2 1:8,Snap,Planes. . . .181 A.360 PSNR vs. optical flow of the Captain America 720 High Flow and High

Compres-sion clip using the configuration 8:2 4:2 1:8,Trim,Planes. . . .181 A.361 PSNR vs. optical flow of the Limitless 720 Low Flow and Low Compression clip

using the configuration 1:8,Snap,Delta. . . .182 A.362 PSNR vs. optical flow of the Limitless 720 Low Flow and Low Compression clip

using the configuration 1:8,Trim,Delta.. . . .182 A.363 PSNR vs. optical flow of the Limitless 720 Low Flow and Low Compression clip

using the configuration 1:8,Snap,Planes. . . .182 A.364 PSNR vs. optical flow of the Limitless 720 Low Flow and Low Compression clip

Figure

Figure 7.5 Example blending of weighted basis functions for four 8 × 8 blocks.
Figure 7.7 Original grayscale macroblock DCT tiler example.                       94 89 85 80 76 72 67 639795939189878583101101102102103104104 1051041071101131171201231261081131191251311361421481121201281361451531611691151251361471581
Figure 7.9 Revised video results with new DCT tiler. Video PSNR (1) PSNR (4) bourne-dialog 42.49 39.81 bourne-moderate 41.35 37.09 bourne-action 43.91 42.03 captain-720 41.55 37.99 captain-1080 42.66 40.03 limitless-720 42.30 39.55 limitless-1080 43.28 41.
Figure 9.1 Pixel calculations for an example nDDI design of a single pixel.
+7

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