high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Image and Signal Processing

Parallel GPU-based data-dependent triangulations

Michal Cervenansky, Zsolt Toth, Juraj Starinsky, Andrej Ferko, Milos Sramek

Tags: Image processing, Image reconstruction

November 6, 2010 by hgpu

A matrix approach to tomographic reconstruction and its implementation on GPUs

F. Vazquez, E. M. Garzon, J. J. Fernandez

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Tags: Biology, Image processing, Sparse matrix

November 6, 2010 by hgpu

Real-time visualization of large volume datasets on standard PC hardware

Kai Xie, Jie Yang, Y. M. Zhu

Tags: Computed tomography, CT, Image processing, Medicine, nVidia, nVidia GeForce 6600

November 6, 2010 by hgpu

Graphics Hardware-Based Level-Set Method for Interactive Segmentation and Visualization

Helen Hong, Seongjin Park

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Tags: ATI, ATI Radeon 9600, Computed tomography, CT, DirectX, Image processing, Medicine, Rendering

November 6, 2010 by hgpu

GPU for Parallel On-Board Hyperspectral Image Processing

J. Setoain, M. Prieto, C. Tenllado, F. Tirado

Tags: Algorithms, Image processing

November 5, 2010 by hgpu

Accelerating MATLAB Image Processing Toolbox functions on GPUs

Jingfei Kong, Martin Dimitrov, Yi Yang, Janaka Liyanage, Lin Cao, Jacob Staples, Mike Mantor, Huiyang Zhou

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Tags: ATI, ATI Radeon HD 5870, CUDA, Image processing, nVidia, nVidia GeForce GTX 280, OpenCL, RV870

November 5, 2010 by hgpu

Accelerating advanced MRI reconstructions on GPUs

Samuel S. Stone, Justin P. Haldar, Stephanie C. Tsao, Wen-Mei W. Hwu, Zhi-Pei Liang, Bradley P. Sutton

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

November 5, 2010 by hgpu

Realistic real-time sound re-synthesis and processing for interactive virtual worlds

Fernando Trebien, Manuel Oliveira

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Tags: CUDA, nVidia, nVidia GeForce 9800 GTX, Signal processing

November 5, 2010 by hgpu

Acceleration of direct volume rendering with programmable graphics hardware

Hacer Y. Keles, Alphan Es, Veysi Isler

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Tags: Image processing, nVidia, nVidia GeForce 7800 GTX, OpenGL, Raytracing, Rendering

November 5, 2010 by hgpu

Performance Comparison of Graphics Processors to Reconfigurable Logic: A Case Study

Ben Cope, Peter Y. K. Cheung, Wayne Luk, Lee Howes

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Tags: FPGA, nVidia, nVidia GeForce 7900 GTX, OpenGL, Signal processing

November 5, 2010 by hgpu

2D/3D image registration on the GPU

A. Kubias, F. Deinzer, T. Feldmann, D. Paulus, B. Schreiber, Th Brunner

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Tags: Image processing, Image registration, nVidia, nVidia GeForce 7800 GS, OpenGL

November 4, 2010 by hgpu

Hardware-Accelerated Volume Rendering for Real-Time Medical Data Visualization

Rui Shen, Pierre Boulanger

Tags: Computer science, Image processing, Medicine, Rendering, Visualization

November 4, 2010 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Parallel GPU-based data-dependent triangulations

A matrix approach to tomographic reconstruction and its implementation on GPUs

Real-time visualization of large volume datasets on standard PC hardware

Graphics Hardware-Based Level-Set Method for Interactive Segmentation and Visualization

GPU for Parallel On-Board Hyperspectral Image Processing

Accelerating MATLAB Image Processing Toolbox functions on GPUs

Accelerating advanced MRI reconstructions on GPUs

Realistic real-time sound re-synthesis and processing for interactive virtual worlds

Acceleration of direct volume rendering with programmable graphics hardware

Performance Comparison of Graphics Processors to Reconfigurable Logic: A Case Study

2D/3D image registration on the GPU

Hardware-Accelerated Volume Rendering for Real-Time Medical Data Visualization

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

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