high performance computing on graphics processing units: hgpu.org

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Stream Processing of Integral Images for Real-Time Object Detection

Chris Messom, Andre Barczak

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Tags: ATI, ATI Radeon HD 4850, Brook, Image processing, Video tracking

December 12, 2010 by hgpu

Fast scan algorithms on graphics processors

Yuri Dotsenko, Naga K. Govindaraju, Peter P. Sloan, Charles Boyd, John Manferdelli

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Tags: Algorithms, Computer science, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX, Performance

December 11, 2010 by hgpu

H.264/AVC motion estimation implementation on Compute Unified Device Architecture (CUDA)

Wei-Nien Chen, Hsueh-Ming Hang

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Tags: CUDA, H.264/AVC, Image processing, nVidia, nVidia GeForce 8800 GTX

December 11, 2010 by hgpu

Real-time stereographic rendering and display of medical images with programmable GPUs

Xiao Hui H. Wang, Walter F. Good

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Tags: Computed tomography, CT, Image processing, Medicine, nVidia, nVidia Quadro FX 1100, OpenGL, Real-time graphics, Rendering

December 11, 2010 by hgpu

GPU-based point radiation for interactive volume sculpting and segmentation

Chen, Hung-Li Jason, Samavati, F. Faramarz, Sousa, Mario Costa

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Tags: Image processing, nVidia, nVidia GeForce 8800 GTX, OpenGL, Visualization

December 11, 2010 by hgpu

GPU-boosted online image matching

A. Chariot, R. Keriven

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Tags: Cg, Image processing, Image recognition, Image reconstruction, nVidia, nVidia GeForce 8800 Ultra, OpenGL

December 11, 2010 by hgpu

Biomedical image analysis on a cooperative cluster of GPUs and multicores

Timothy D.R. Hartley, Umit Catalyurek, Antonio Ruiz, Francisco Igual, Rafael Mayo, Manuel Ujaldon

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Tags: CUDA, Image processing, Medicine, nVidia, nVidia Quadro FX 5600

December 10, 2010 by hgpu

Real-Time Simulation of Medical Ultrasound from CT Images

Ramtin Shams, Richard Hartley, Nassir Navab

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Tags: Algorithms, Computed tomography, CT, Image processing, Medicine, Ultrasound

December 10, 2010 by hgpu

Cost-effective medical image reconstruction: from clusters to graphics processing units

Maraike Schellmann, Jurgen Vording, Sergei Gorlatch, Dominik Meilander

Tags: Image processing, Image reconstruction, Medicine

December 10, 2010 by hgpu

“Local Rank Differences” Image Feature Implemented on GPU

Lukas Polok, Adam Herout, Pavel Zemcik, Michal Hradis, Roman Juranek, Radovan Josth

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Tags: Cg, Computer science, Image processing, Image recognition, nVidia, nVidia GeForce 7950 GX2

December 9, 2010 by hgpu

A GPU-based implementation of motion detection from a moving platform

Qian Yu, G. Medioni

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Tags: Cg, Computer science, Computer vision, Image processing, nVidia, nVidia Quadro FX 3500, OpenGL

December 9, 2010 by hgpu

A framework for GPU-based application-independent 3D interactions

Harlen Batagelo, Shin-Ting Wu

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Tags: 3D Graphics and Realism, Computer science, Image processing, nVidia, nVidia GeForce 8800 GTX, OpenGL

December 9, 2010 by hgpu

Data-efficient LLM Fine-tuning for Code Generation

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

DeepCompile: A Compiler-Driven Approach to Optimizing Distributed Deep Learning Training

Large Language Model Powered C-to-CUDA Code Translation: A Novel Auto-Parallelization Framework

GigaAPI: a user-space API that simplifies multi-GPU programming, bridging the gap between the capabilities of parallel GPU systems and the ability of developers to harness their full potential

GigaAPI for GPU Parallelization

Coccinelle: a C code transformation engine using SmPL for matches, refactorings, and bug fixing

Advances in Semantic Patching for HPC-oriented Refactorings with Coccinelle

DuoReduce: MLIR's benchmark

Hardware-Assisted Software Testing and Debugging for Heterogeneous Computing

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high performance computing on graphics processing units: hgpu.org

Stream Processing of Integral Images for Real-Time Object Detection

Fast scan algorithms on graphics processors

H.264/AVC motion estimation implementation on Compute Unified Device Architecture (CUDA)

Real-time stereographic rendering and display of medical images with programmable GPUs

GPU-based point radiation for interactive volume sculpting and segmentation

GPU-boosted online image matching

Biomedical image analysis on a cooperative cluster of GPUs and multicores

Real-Time Simulation of Medical Ultrasound from CT Images

Cost-effective medical image reconstruction: from clusters to graphics processing units

“Local Rank Differences” Image Feature Implemented on GPU

A GPU-based implementation of motion detection from a moving platform

A framework for GPU-based application-independent 3D interactions

Recent source codes

PELSI: Power-Efficient Layer-Switched Inference

Ouroboros: Virtualized Queues for dynamic memory management

MSCCL++: A GPU-driven communication stack for scalable AI applications

Benchmark compute shader of Unity against InteropUnityCUDA

Data-efficient LLM Fine-tuning for Code Generation

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Large Language Model Powered C-to-CUDA Code Translation: A Novel Auto-Parallelization Framework

GigaAPI: a user-space API that simplifies multi-GPU programming, bridging the gap between the capabilities of parallel GPU systems and the ability of developers to harness their full potential

Coccinelle: a C code transformation engine using SmPL for matches, refactorings, and bug fixing

DuoReduce: MLIR's benchmark

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