SlideShare a Scribd company logo

Advanced Real-time Post-Processing using GPGPU techniques

•Download as PPT, PDF•
•
Johan Andersson
Johan Andersson

Master thesis about GPGPU post-processing by Per Lönroth and Mattias Unger from Linköping University, Department of Science and Technology.

Entertainment & HumorTechnology
1 of 26
Advanced Real-time Post-Processing using GPGPU techniques
Presentation overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Problem description and objectives ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Depth of field ,[object Object],[object Object],[object Object],[object Object]
Depth of field ,[object Object],[object Object]
Depth of field ,[object Object],[object Object],Depth map COC map
Methods ,[object Object],[object Object],[object Object],[object Object]
Methods – Poisson disc blur ,[object Object],[object Object],[object Object]
Methods – Poisson disc blur ,[object Object]
Methods – Multi-passed diffusion ,[object Object],Iterations
Methods – Separable diffusion ,[object Object],[object Object]
Methods – Separable diffusion ,[object Object],[object Object]
GPGPU programming ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
GPGPU programming ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
GPGPU programming ,[object Object]
GPGPU programming ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results ,[object Object],[object Object],[object Object],[object Object],[object Object]
Results ,[object Object],[object Object],[object Object]
Results ,[object Object],[object Object],[object Object]
Results ,[object Object]
Results ,[object Object],[object Object],[object Object]
Results ,[object Object],[object Object],[object Object]
Results ,[object Object]
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Videos
End

Recommended

Terrain Rendering in Frostbite using Procedural Shader Splatting (Siggraph 2007)
Terrain Rendering in Frostbite using Procedural Shader Splatting (Siggraph 2007)Terrain Rendering in Frostbite using Procedural Shader Splatting (Siggraph 2007)
Terrain Rendering in Frostbite using Procedural Shader Splatting (Siggraph 2007)
Johan Andersson
 
Photogrammetry and Star Wars Battlefront
Photogrammetry and Star Wars BattlefrontPhotogrammetry and Star Wars Battlefront
Photogrammetry and Star Wars Battlefront
Electronic Arts / DICE
 
The Rendering Pipeline - Challenges & Next Steps
The Rendering Pipeline - Challenges & Next StepsThe Rendering Pipeline - Challenges & Next Steps
The Rendering Pipeline - Challenges & Next Steps
Johan Andersson
 
Destruction Masking in Frostbite 2 using Volume Distance Fields
Destruction Masking in Frostbite 2 using Volume Distance FieldsDestruction Masking in Frostbite 2 using Volume Distance Fields
Destruction Masking in Frostbite 2 using Volume Distance Fields
Electronic Arts / DICE
 
Terrain in Battlefield 3: A Modern, Complete and Scalable System
Terrain in Battlefield 3: A Modern, Complete and Scalable SystemTerrain in Battlefield 3: A Modern, Complete and Scalable System
Terrain in Battlefield 3: A Modern, Complete and Scalable System
Electronic Arts / DICE
 
Shiny PC Graphics in Battlefield 3
Shiny PC Graphics in Battlefield 3Shiny PC Graphics in Battlefield 3
Shiny PC Graphics in Battlefield 3
Electronic Arts / DICE
 
DirectX 11 Rendering in Battlefield 3
DirectX 11 Rendering in Battlefield 3DirectX 11 Rendering in Battlefield 3
DirectX 11 Rendering in Battlefield 3
Electronic Arts / DICE
 
The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware ...
The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware ...The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware ...
The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware ...
Johan Andersson
 

Recommended

Terrain Rendering in Frostbite using Procedural Shader Splatting (Siggraph 2007)
Terrain Rendering in Frostbite using Procedural Shader Splatting (Siggraph 2007)Terrain Rendering in Frostbite using Procedural Shader Splatting (Siggraph 2007)
Terrain Rendering in Frostbite using Procedural Shader Splatting (Siggraph 2007)
Johan Andersson
 
Photogrammetry and Star Wars Battlefront
Photogrammetry and Star Wars BattlefrontPhotogrammetry and Star Wars Battlefront
Photogrammetry and Star Wars Battlefront
Electronic Arts / DICE
 
The Rendering Pipeline - Challenges & Next Steps
The Rendering Pipeline - Challenges & Next StepsThe Rendering Pipeline - Challenges & Next Steps
The Rendering Pipeline - Challenges & Next Steps
Johan Andersson
 
Destruction Masking in Frostbite 2 using Volume Distance Fields
Destruction Masking in Frostbite 2 using Volume Distance FieldsDestruction Masking in Frostbite 2 using Volume Distance Fields
Destruction Masking in Frostbite 2 using Volume Distance Fields
Electronic Arts / DICE
 
Terrain in Battlefield 3: A Modern, Complete and Scalable System
Terrain in Battlefield 3: A Modern, Complete and Scalable SystemTerrain in Battlefield 3: A Modern, Complete and Scalable System
Terrain in Battlefield 3: A Modern, Complete and Scalable System
Electronic Arts / DICE
 
Shiny PC Graphics in Battlefield 3
Shiny PC Graphics in Battlefield 3Shiny PC Graphics in Battlefield 3
Shiny PC Graphics in Battlefield 3
Electronic Arts / DICE
 
DirectX 11 Rendering in Battlefield 3
DirectX 11 Rendering in Battlefield 3DirectX 11 Rendering in Battlefield 3
DirectX 11 Rendering in Battlefield 3
Electronic Arts / DICE
 
The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware ...
The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware ...The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware ...
The Intersection of Game Engines & GPUs: Current & Future (Graphics Hardware ...
Johan Andersson
 
Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...
Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...
Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...
Johan Andersson
 
Authoring of procedural rocks in The Blacksmith realtime short
Authoring of procedural rocks in The Blacksmith realtime shortAuthoring of procedural rocks in The Blacksmith realtime short
Authoring of procedural rocks in The Blacksmith realtime short
Vesselin Efremov
 
Colin Barre-Brisebois - GDC 2011 - Approximating Translucency for a Fast, Che...
Colin Barre-Brisebois - GDC 2011 - Approximating Translucency for a Fast, Che...Colin Barre-Brisebois - GDC 2011 - Approximating Translucency for a Fast, Che...
Colin Barre-Brisebois - GDC 2011 - Approximating Translucency for a Fast, Che...
Colin Barré-Brisebois
 
5 Major Challenges in Interactive Rendering
5 Major Challenges in Interactive Rendering5 Major Challenges in Interactive Rendering
5 Major Challenges in Interactive Rendering
Electronic Arts / DICE
 
Crysis Next-Gen Effects (GDC 2008)
Crysis Next-Gen Effects (GDC 2008)Crysis Next-Gen Effects (GDC 2008)
Crysis Next-Gen Effects (GDC 2008)
Tiago Sousa
 
Lighting you up in Battlefield 3
Lighting you up in Battlefield 3Lighting you up in Battlefield 3
Lighting you up in Battlefield 3
Electronic Arts / DICE
 
GDC16: Improving geometry culling for Deus Ex: Mankind Divided by Nicolas Trudel
GDC16: Improving geometry culling for Deus Ex: Mankind Divided by Nicolas TrudelGDC16: Improving geometry culling for Deus Ex: Mankind Divided by Nicolas Trudel
GDC16: Improving geometry culling for Deus Ex: Mankind Divided by Nicolas Trudel
Umbra Software
 
Five Rendering Ideas from Battlefield 3 & Need For Speed: The Run
Five Rendering Ideas from Battlefield 3 & Need For Speed: The RunFive Rendering Ideas from Battlefield 3 & Need For Speed: The Run
Five Rendering Ideas from Battlefield 3 & Need For Speed: The Run
Electronic Arts / DICE
 
Practical Occlusion Culling in Killzone 3
Practical Occlusion Culling in Killzone 3Practical Occlusion Culling in Killzone 3
Practical Occlusion Culling in Killzone 3
Guerrilla
 
Modern Graphics Pipeline Overview
Modern Graphics Pipeline OverviewModern Graphics Pipeline Overview
Modern Graphics Pipeline Overview
slantsixgames
 
A Bit More Deferred Cry Engine3
A Bit More Deferred Cry Engine3A Bit More Deferred Cry Engine3
A Bit More Deferred Cry Engine3
guest11b095
 
Screen Space Reflections in The Surge
Screen Space Reflections in The SurgeScreen Space Reflections in The Surge
Screen Space Reflections in The Surge
Michele Giacalone
 
Secrets of CryENGINE 3 Graphics Technology
Secrets of CryENGINE 3 Graphics TechnologySecrets of CryENGINE 3 Graphics Technology
Secrets of CryENGINE 3 Graphics Technology
Tiago Sousa
 
Siggraph2016 - The Devil is in the Details: idTech 666
Siggraph2016 - The Devil is in the Details: idTech 666Siggraph2016 - The Devil is in the Details: idTech 666
Siggraph2016 - The Devil is in the Details: idTech 666
Tiago Sousa
 
SPU-Based Deferred Shading in BATTLEFIELD 3 for Playstation 3
SPU-Based Deferred Shading in BATTLEFIELD 3 for Playstation 3SPU-Based Deferred Shading in BATTLEFIELD 3 for Playstation 3
SPU-Based Deferred Shading in BATTLEFIELD 3 for Playstation 3
Electronic Arts / DICE
 
GDC 2014 - Deformable Snow Rendering in Batman: Arkham Origins
GDC 2014 - Deformable Snow Rendering in Batman: Arkham OriginsGDC 2014 - Deformable Snow Rendering in Batman: Arkham Origins
GDC 2014 - Deformable Snow Rendering in Batman: Arkham Origins
Colin Barré-Brisebois
 
Optimizing the Graphics Pipeline with Compute, GDC 2016
Optimizing the Graphics Pipeline with Compute, GDC 2016Optimizing the Graphics Pipeline with Compute, GDC 2016
Optimizing the Graphics Pipeline with Compute, GDC 2016
Graham Wihlidal
 
Deferred shading
Deferred shadingDeferred shading
Deferred shading
Frank Chao
 
Bending the Graphics Pipeline
Bending the Graphics PipelineBending the Graphics Pipeline
Bending the Graphics Pipeline
Electronic Arts / DICE
 
Frostbite on Mobile
Frostbite on MobileFrostbite on Mobile
Frostbite on Mobile
Electronic Arts / DICE
 
Low-level Graphics APIs
Low-level Graphics APIsLow-level Graphics APIs
Low-level Graphics APIs
Johan Andersson
 
Your Game Needs Direct3D 11, So Get Started Now!
Your Game Needs Direct3D 11, So Get Started Now!Your Game Needs Direct3D 11, So Get Started Now!
Your Game Needs Direct3D 11, So Get Started Now!
Johan Andersson
 

More Related Content

What's hot

Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...
Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...
Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...
Johan Andersson
 
Crysis Next-Gen Effects (GDC 2008)
Crysis Next-Gen Effects (GDC 2008)Crysis Next-Gen Effects (GDC 2008)
Crysis Next-Gen Effects (GDC 2008)
Tiago Sousa
 
A Bit More Deferred Cry Engine3
A Bit More Deferred Cry Engine3A Bit More Deferred Cry Engine3
A Bit More Deferred Cry Engine3
guest11b095
 
GDC 2014 - Deformable Snow Rendering in Batman: Arkham Origins
GDC 2014 - Deformable Snow Rendering in Batman: Arkham OriginsGDC 2014 - Deformable Snow Rendering in Batman: Arkham Origins
GDC 2014 - Deformable Snow Rendering in Batman: Arkham Origins
Colin Barré-Brisebois
 
Optimizing the Graphics Pipeline with Compute, GDC 2016
Optimizing the Graphics Pipeline with Compute, GDC 2016Optimizing the Graphics Pipeline with Compute, GDC 2016
Optimizing the Graphics Pipeline with Compute, GDC 2016
Graham Wihlidal
 
Deferred shading
Deferred shadingDeferred shading
Deferred shading
Frank Chao
 

What's hot (20)

Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...
Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...
Frostbite Rendering Architecture and Real-time Procedural Shading & Texturing...
 
Authoring of procedural rocks in The Blacksmith realtime short
Authoring of procedural rocks in The Blacksmith realtime shortAuthoring of procedural rocks in The Blacksmith realtime short
Authoring of procedural rocks in The Blacksmith realtime short
 
Colin Barre-Brisebois - GDC 2011 - Approximating Translucency for a Fast, Che...
Colin Barre-Brisebois - GDC 2011 - Approximating Translucency for a Fast, Che...Colin Barre-Brisebois - GDC 2011 - Approximating Translucency for a Fast, Che...
Colin Barre-Brisebois - GDC 2011 - Approximating Translucency for a Fast, Che...
 
5 Major Challenges in Interactive Rendering
5 Major Challenges in Interactive Rendering5 Major Challenges in Interactive Rendering
5 Major Challenges in Interactive Rendering
 
Crysis Next-Gen Effects (GDC 2008)
Crysis Next-Gen Effects (GDC 2008)Crysis Next-Gen Effects (GDC 2008)
Crysis Next-Gen Effects (GDC 2008)
 
Lighting you up in Battlefield 3
Lighting you up in Battlefield 3Lighting you up in Battlefield 3
Lighting you up in Battlefield 3
 
GDC16: Improving geometry culling for Deus Ex: Mankind Divided by Nicolas Trudel
GDC16: Improving geometry culling for Deus Ex: Mankind Divided by Nicolas TrudelGDC16: Improving geometry culling for Deus Ex: Mankind Divided by Nicolas Trudel
GDC16: Improving geometry culling for Deus Ex: Mankind Divided by Nicolas Trudel
 
Five Rendering Ideas from Battlefield 3 & Need For Speed: The Run
Five Rendering Ideas from Battlefield 3 & Need For Speed: The RunFive Rendering Ideas from Battlefield 3 & Need For Speed: The Run
Five Rendering Ideas from Battlefield 3 & Need For Speed: The Run
 
Practical Occlusion Culling in Killzone 3
Practical Occlusion Culling in Killzone 3Practical Occlusion Culling in Killzone 3
Practical Occlusion Culling in Killzone 3
 
Modern Graphics Pipeline Overview
Modern Graphics Pipeline OverviewModern Graphics Pipeline Overview
Modern Graphics Pipeline Overview
 
A Bit More Deferred Cry Engine3
A Bit More Deferred Cry Engine3A Bit More Deferred Cry Engine3
A Bit More Deferred Cry Engine3
 
Screen Space Reflections in The Surge
Screen Space Reflections in The SurgeScreen Space Reflections in The Surge
Screen Space Reflections in The Surge
 
Secrets of CryENGINE 3 Graphics Technology
Secrets of CryENGINE 3 Graphics TechnologySecrets of CryENGINE 3 Graphics Technology
Secrets of CryENGINE 3 Graphics Technology
 
Siggraph2016 - The Devil is in the Details: idTech 666
Siggraph2016 - The Devil is in the Details: idTech 666Siggraph2016 - The Devil is in the Details: idTech 666
Siggraph2016 - The Devil is in the Details: idTech 666
 
SPU-Based Deferred Shading in BATTLEFIELD 3 for Playstation 3
SPU-Based Deferred Shading in BATTLEFIELD 3 for Playstation 3SPU-Based Deferred Shading in BATTLEFIELD 3 for Playstation 3
SPU-Based Deferred Shading in BATTLEFIELD 3 for Playstation 3
 
GDC 2014 - Deformable Snow Rendering in Batman: Arkham Origins
GDC 2014 - Deformable Snow Rendering in Batman: Arkham OriginsGDC 2014 - Deformable Snow Rendering in Batman: Arkham Origins
GDC 2014 - Deformable Snow Rendering in Batman: Arkham Origins
 
Optimizing the Graphics Pipeline with Compute, GDC 2016
Optimizing the Graphics Pipeline with Compute, GDC 2016Optimizing the Graphics Pipeline with Compute, GDC 2016
Optimizing the Graphics Pipeline with Compute, GDC 2016
 
Deferred shading
Deferred shadingDeferred shading
Deferred shading
 
Bending the Graphics Pipeline
Bending the Graphics PipelineBending the Graphics Pipeline
Bending the Graphics Pipeline
 
Frostbite on Mobile
Frostbite on MobileFrostbite on Mobile
Frostbite on Mobile
 

Viewers also liked

Viewers also liked (6)

Low-level Graphics APIs
Low-level Graphics APIsLow-level Graphics APIs
Low-level Graphics APIs
 
Your Game Needs Direct3D 11, So Get Started Now!
Your Game Needs Direct3D 11, So Get Started Now!Your Game Needs Direct3D 11, So Get Started Now!
Your Game Needs Direct3D 11, So Get Started Now!
 
Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09)
Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09) Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09)
Shadows & Decals: D3D10 Techniques in Frostbite (GDC'09)
 
Parallel Futures of a Game Engine (v2.0)
Parallel Futures of a Game Engine (v2.0)Parallel Futures of a Game Engine (v2.0)
Parallel Futures of a Game Engine (v2.0)
 
Parallel Futures of a Game Engine
Parallel Futures of a Game EngineParallel Futures of a Game Engine
Parallel Futures of a Game Engine
 
Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)
Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)
Parallel Graphics in Frostbite - Current & Future (Siggraph 2009)
 

Similar to Advanced Real-time Post-Processing using GPGPU techniques

D3 D10 Unleashed New Features And Effects
D3 D10 Unleashed New Features And EffectsD3 D10 Unleashed New Features And Effects
D3 D10 Unleashed New Features And Effects
Thomas Goddard
 
LIAO TSEN YUNG Cover Letter
LIAO TSEN YUNG Cover LetterLIAO TSEN YUNG Cover Letter
LIAO TSEN YUNG Cover Letter
Tsen Yung Liao
 
Efficient LDI Representation (TPCG 2008)
Efficient LDI Representation (TPCG 2008)Efficient LDI Representation (TPCG 2008)
Efficient LDI Representation (TPCG 2008)
Matthias Trapp
 
565 Alpha Chun-Fu Chao
565 Alpha Chun-Fu Chao565 Alpha Chun-Fu Chao
565 Alpha Chun-Fu Chao
Frank Chao
 
Introduction to GPUs for Machine Learning
Introduction to GPUs for Machine LearningIntroduction to GPUs for Machine Learning
Introduction to GPUs for Machine Learning
Sri Ambati
 
Handling Numeric Attributes in Hoeffding Trees
Handling Numeric Attributes in Hoeffding TreesHandling Numeric Attributes in Hoeffding Trees
Handling Numeric Attributes in Hoeffding Trees
butest
 
Dynamic Mapping of Raster Data (IV 2009)
Dynamic Mapping of Raster Data (IV 2009)Dynamic Mapping of Raster Data (IV 2009)
Dynamic Mapping of Raster Data (IV 2009)
Matthias Trapp
 

Similar to Advanced Real-time Post-Processing using GPGPU techniques (20)

Real-time path tracing using a hybrid deferred approach, GTC EUR 2017
Real-time path tracing using a hybrid deferred approach, GTC EUR 2017Real-time path tracing using a hybrid deferred approach, GTC EUR 2017
Real-time path tracing using a hybrid deferred approach, GTC EUR 2017
 
D3 D10 Unleashed New Features And Effects
D3 D10 Unleashed New Features And EffectsD3 D10 Unleashed New Features And Effects
D3 D10 Unleashed New Features And Effects
 
LIAO TSEN YUNG Cover Letter
LIAO TSEN YUNG Cover LetterLIAO TSEN YUNG Cover Letter
LIAO TSEN YUNG Cover Letter
 
Parallel implementation of geodesic distance transform with application in su...
Parallel implementation of geodesic distance transform with application in su...Parallel implementation of geodesic distance transform with application in su...
Parallel implementation of geodesic distance transform with application in su...
 
Efficient LDI Representation (TPCG 2008)
Efficient LDI Representation (TPCG 2008)Efficient LDI Representation (TPCG 2008)
Efficient LDI Representation (TPCG 2008)
 
Gpu presentation
Gpu presentationGpu presentation
Gpu presentation
 
GPU Compute in Medical and Print Imaging
GPU Compute in Medical and Print ImagingGPU Compute in Medical and Print Imaging
GPU Compute in Medical and Print Imaging
 
Deferred Lighting and Post Processing on PLAYSTATION®3
Deferred Lighting and Post Processing on PLAYSTATION®3Deferred Lighting and Post Processing on PLAYSTATION®3
Deferred Lighting and Post Processing on PLAYSTATION®3
 
Adaptive Hyper-Parameter Tuning for Black-box LiDAR Odometry [IROS2021]
Adaptive Hyper-Parameter Tuning for Black-box LiDAR Odometry [IROS2021]Adaptive Hyper-Parameter Tuning for Black-box LiDAR Odometry [IROS2021]
Adaptive Hyper-Parameter Tuning for Black-box LiDAR Odometry [IROS2021]
 
Cliff sugerman
Cliff sugermanCliff sugerman
Cliff sugerman
 
Design and implementation of GPU-based SAR image processor
Design and implementation of GPU-based SAR image processorDesign and implementation of GPU-based SAR image processor
Design and implementation of GPU-based SAR image processor
 
565 Alpha Chun-Fu Chao
565 Alpha Chun-Fu Chao565 Alpha Chun-Fu Chao
565 Alpha Chun-Fu Chao
 
Ultra Fast SOM using CUDA
Ultra Fast SOM using CUDAUltra Fast SOM using CUDA
Ultra Fast SOM using CUDA
 
3D-DRESD Polaris
3D-DRESD Polaris3D-DRESD Polaris
3D-DRESD Polaris
 
MapReduce with Hadoop
MapReduce with HadoopMapReduce with Hadoop
MapReduce with Hadoop
 
HiPEAC 2019 Workshop - Use Cases
HiPEAC 2019 Workshop - Use CasesHiPEAC 2019 Workshop - Use Cases
HiPEAC 2019 Workshop - Use Cases
 
Cache Optimization Techniques for General Purpose Graphic Processing Units
Cache Optimization Techniques for General Purpose Graphic Processing UnitsCache Optimization Techniques for General Purpose Graphic Processing Units
Cache Optimization Techniques for General Purpose Graphic Processing Units
 
Introduction to GPUs for Machine Learning
Introduction to GPUs for Machine LearningIntroduction to GPUs for Machine Learning
Introduction to GPUs for Machine Learning
 
Handling Numeric Attributes in Hoeffding Trees
Handling Numeric Attributes in Hoeffding TreesHandling Numeric Attributes in Hoeffding Trees
Handling Numeric Attributes in Hoeffding Trees
 
Dynamic Mapping of Raster Data (IV 2009)
Dynamic Mapping of Raster Data (IV 2009)Dynamic Mapping of Raster Data (IV 2009)
Dynamic Mapping of Raster Data (IV 2009)
 

Recently uploaded

Deira call girls 0507330913 Call girls in Deira
Deira call girls 0507330913 Call girls in DeiraDeira call girls 0507330913 Call girls in Deira
Deira call girls 0507330913 Call girls in Deira
Monica Sydney
 
Call girls Service Bellary - 9332606886 Rs 3000 Free Pickup & Drop Services 2...
Call girls Service Bellary - 9332606886 Rs 3000 Free Pickup & Drop Services 2...Call girls Service Bellary - 9332606886 Rs 3000 Free Pickup & Drop Services 2...
Call girls Service Bellary - 9332606886 Rs 3000 Free Pickup & Drop Services 2...
DipikaDelhi
 
Deira Call girl agency 0567006274 Call girls in Deira
Deira Call girl agency 0567006274 Call girls in DeiraDeira Call girl agency 0567006274 Call girls in Deira
Deira Call girl agency 0567006274 Call girls in Deira
Monica Sydney
 
Gonda Nitya salvi 8617370543 VIP model college girls ...
Gonda Nitya salvi 8617370543 VIP model college girls ...Gonda Nitya salvi 8617370543 VIP model college girls ...
Gonda Nitya salvi 8617370543 VIP model college girls ...
Nitya salvi
 
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
DipikaDelhi
 
Vip Call Girls Bhubaneswar 🐱‍🏍 9777949614 Independent Escorts Service Bhubane...
Vip Call Girls Bhubaneswar 🐱‍🏍 9777949614 Independent Escorts Service Bhubane...Vip Call Girls Bhubaneswar 🐱‍🏍 9777949614 Independent Escorts Service Bhubane...
Vip Call Girls Bhubaneswar 🐱‍🏍 9777949614 Independent Escorts Service Bhubane...
Call Girls Mumbai
 
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
DipikaDelhi
 
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls AgencyHire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
Nitya salvi
 
Satara call girl 8617370543♥️ call girls in satara escort service
Satara call girl 8617370543♥️ call girls in satara escort serviceSatara call girl 8617370543♥️ call girls in satara escort service
Satara call girl 8617370543♥️ call girls in satara escort service
Nitya salvi
 
Pakistani Call girls in Deira 0567006274 Deira Call girls
Pakistani Call girls in Deira 0567006274 Deira Call girlsPakistani Call girls in Deira 0567006274 Deira Call girls
Pakistani Call girls in Deira 0567006274 Deira Call girls
Monica Sydney
 
Turbhe Female Escorts 09167354423 Turbhe Escorts,Call Girls In Turbhe
Turbhe Female Escorts 09167354423 Turbhe Escorts,Call Girls In TurbheTurbhe Female Escorts 09167354423 Turbhe Escorts,Call Girls In Turbhe
Turbhe Female Escorts 09167354423 Turbhe Escorts,Call Girls In Turbhe
Priya Reddy
 
Call Girls Moradabad Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Moradabad Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Moradabad Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Moradabad Just Call 8617370543 Top Class Call Girl Service Available
Nitya salvi
 
Call Girls In Gorakhpur Escorts ☎️8617370543 🔝 💃 Enjoy 24/7 Escort Service En...
Call Girls In Gorakhpur Escorts ☎️8617370543 🔝 💃 Enjoy 24/7 Escort Service En...Call Girls In Gorakhpur Escorts ☎️8617370543 🔝 💃 Enjoy 24/7 Escort Service En...
Call Girls In Gorakhpur Escorts ☎️8617370543 🔝 💃 Enjoy 24/7 Escort Service En...
Nitya salvi
 
Thane Female Escorts-✔9833754194-Kalyan Reasonalble Escorts-Kurla Independent...
Thane Female Escorts-✔9833754194-Kalyan Reasonalble Escorts-Kurla Independent...Thane Female Escorts-✔9833754194-Kalyan Reasonalble Escorts-Kurla Independent...
Thane Female Escorts-✔9833754194-Kalyan Reasonalble Escorts-Kurla Independent...
priyasharma62062
 
Vip Models Escorts in Lahore 03068178123
Vip Models Escorts in Lahore 03068178123Vip Models Escorts in Lahore 03068178123
Vip Models Escorts in Lahore 03068178123
Escorts in Lahore 03068178123
 

Recently uploaded (20)

Deira call girls 0507330913 Call girls in Deira
Deira call girls 0507330913 Call girls in DeiraDeira call girls 0507330913 Call girls in Deira
Deira call girls 0507330913 Call girls in Deira
 
Call girls Service Bellary - 9332606886 Rs 3000 Free Pickup & Drop Services 2...
Call girls Service Bellary - 9332606886 Rs 3000 Free Pickup & Drop Services 2...Call girls Service Bellary - 9332606886 Rs 3000 Free Pickup & Drop Services 2...
Call girls Service Bellary - 9332606886 Rs 3000 Free Pickup & Drop Services 2...
 
Deira Call girl agency 0567006274 Call girls in Deira
Deira Call girl agency 0567006274 Call girls in DeiraDeira Call girl agency 0567006274 Call girls in Deira
Deira Call girl agency 0567006274 Call girls in Deira
 
Gonda Nitya salvi 8617370543 VIP model college girls ...
Gonda Nitya salvi 8617370543 VIP model college girls ...Gonda Nitya salvi 8617370543 VIP model college girls ...
Gonda Nitya salvi 8617370543 VIP model college girls ...
 
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
 
Vip Call Girls Bhubaneswar 🐱‍🏍 9777949614 Independent Escorts Service Bhubane...
Vip Call Girls Bhubaneswar 🐱‍🏍 9777949614 Independent Escorts Service Bhubane...Vip Call Girls Bhubaneswar 🐱‍🏍 9777949614 Independent Escorts Service Bhubane...
Vip Call Girls Bhubaneswar 🐱‍🏍 9777949614 Independent Escorts Service Bhubane...
 
VIP Bhiwandi Phone 8250092165 Escorts Service +Call +Girls Along With Ac Room
VIP Bhiwandi Phone 8250092165 Escorts Service +Call +Girls Along With Ac RoomVIP Bhiwandi Phone 8250092165 Escorts Service +Call +Girls Along With Ac Room
VIP Bhiwandi Phone 8250092165 Escorts Service +Call +Girls Along With Ac Room
 
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
 
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls AgencyHire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
 
Top IPTV Subscription Service to Stream Your Favorite Shows in 2024.pdf
Top IPTV Subscription Service to Stream Your Favorite Shows in 2024.pdfTop IPTV Subscription Service to Stream Your Favorite Shows in 2024.pdf
Top IPTV Subscription Service to Stream Your Favorite Shows in 2024.pdf
 
Satara call girl 8617370543♥️ call girls in satara escort service
Satara call girl 8617370543♥️ call girls in satara escort serviceSatara call girl 8617370543♥️ call girls in satara escort service
Satara call girl 8617370543♥️ call girls in satara escort service
 
Pakistani Call girls in Deira 0567006274 Deira Call girls
Pakistani Call girls in Deira 0567006274 Deira Call girlsPakistani Call girls in Deira 0567006274 Deira Call girls
Pakistani Call girls in Deira 0567006274 Deira Call girls
 
Deira Call girls 0507330913 Call girls in Deira
Deira Call girls 0507330913 Call girls in DeiraDeira Call girls 0507330913 Call girls in Deira
Deira Call girls 0507330913 Call girls in Deira
 
Turbhe Female Escorts 09167354423 Turbhe Escorts,Call Girls In Turbhe
Turbhe Female Escorts 09167354423 Turbhe Escorts,Call Girls In TurbheTurbhe Female Escorts 09167354423 Turbhe Escorts,Call Girls In Turbhe
Turbhe Female Escorts 09167354423 Turbhe Escorts,Call Girls In Turbhe
 
Call Girls Moradabad Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Moradabad Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Moradabad Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Moradabad Just Call 8617370543 Top Class Call Girl Service Available
 
Deira Call girl 0506129535 Independent Call girl in Deira
Deira Call girl 0506129535 Independent Call girl in DeiraDeira Call girl 0506129535 Independent Call girl in Deira
Deira Call girl 0506129535 Independent Call girl in Deira
 
Call Girls In Gorakhpur Escorts ☎️8617370543 🔝 💃 Enjoy 24/7 Escort Service En...
Call Girls In Gorakhpur Escorts ☎️8617370543 🔝 💃 Enjoy 24/7 Escort Service En...Call Girls In Gorakhpur Escorts ☎️8617370543 🔝 💃 Enjoy 24/7 Escort Service En...
Call Girls In Gorakhpur Escorts ☎️8617370543 🔝 💃 Enjoy 24/7 Escort Service En...
 
Thane Female Escorts-✔9833754194-Kalyan Reasonalble Escorts-Kurla Independent...
Thane Female Escorts-✔9833754194-Kalyan Reasonalble Escorts-Kurla Independent...Thane Female Escorts-✔9833754194-Kalyan Reasonalble Escorts-Kurla Independent...
Thane Female Escorts-✔9833754194-Kalyan Reasonalble Escorts-Kurla Independent...
 
Dubai Call Girls 0556255850 Call girls in Dubai
Dubai Call Girls 0556255850 Call girls in DubaiDubai Call Girls 0556255850 Call girls in Dubai
Dubai Call Girls 0556255850 Call girls in Dubai
 
Vip Models Escorts in Lahore 03068178123
Vip Models Escorts in Lahore 03068178123Vip Models Escorts in Lahore 03068178123
Vip Models Escorts in Lahore 03068178123
 

Advanced Real-time Post-Processing using GPGPU techniques

Editor's Notes

  1. Welcome to our presentation. Per & Mattias Thesis work done at Dice Called