high performance computing on graphics processing units: hgpu.org

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Multicore bundle adjustment

Changchang Wu, Sameer Agarwal, Brian Curless, Steven M. Seitz

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Tags: Algorithms, Computer science, Conjugate gradient solver, CUDA, Image reconstruction, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce 8800 Ultra, nVidia GeForce GTX 295, Package, Tesla C1060

August 31, 2011 by hgpu

Hyperfast Perspective Cone–Beam Backprojection

M. Kachelriess, M. Knaup, O. Bockenbach

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Tags: Algorithms, Cell processor, Computer science, Data mining, Distributed computing, FPGA, Image reconstruction, Nearest neighbour, nVidia, nVidia GeForce FX 5900

August 31, 2011 by hgpu

Accelerating popular tomographic reconstruction algorithms on commodity PC graphics hardware

Fang Xu, K. Mueller

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Tags: Algorithms, Computed tomography, CT, Image reconstruction, Medicine, nVidia, nVidia GeForce FX 5900, RNA, Visualization

August 31, 2011 by hgpu

An algorithm-architecture co-design framework for gridding reconstruction using FPGAs

Srinidhi Kestur, Kevin Irick, Sungho Park, Ahmed Al Maashri, Vijaykrishnan Narayanan, Chaitaili Chakrabarti

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Tags: Algorithms, FFT, FPGA, Image processing, Image reconstruction, Performance

August 16, 2011 by hgpu

Using the physics-based rendering toolkit for medical reconstruction

Steven Bergner, Eric Dagenais, Anna Celler, Torsten Moller

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Tags: Algorithms, Image reconstruction, Medicine, nVidia, nVidia GeForce 6600 GT, OpenGL, Package, Rendering, Tomography

August 12, 2011 by hgpu

High Quality Image Reconstruction of Point Models

Ricardo Marroquim, Antonio Oliveira, Paulo Roma Cavalcanti

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Tags: 3D Graphics and Realism, Algorithms, Computer science, GLSL, Image reconstruction, nVidia, nVidia GeForce 8800 GTS, OpenGL

August 4, 2011 by hgpu

Dynamic IBR Techniques for Fixed Cost Stereoscopic Support

Jason Kimball, Vid Petrovic, Falko Kuester

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Tags: 3D Graphics and Realism, ATI, ATI Mobility Radeon 9700, Computer science, Image reconstruction, OpenGL, Rendering

August 2, 2011 by hgpu

Hyperfast Parallel–Beam Backprojection

Marc Kachelriess, Michael Knaup, Olivier Bockenbach

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Tags: Algorithms, Cell processor, Computer science, Data mining, Distributed computing, Image reconstruction, Nearest neighbour, Performance, Tomography

August 2, 2011 by hgpu

Fully 3-D List-Mode OSEM Accelerated by Graphics Processing Units

Guillem Pratx, Garry Chinn, Frezghi Habte, Peter Olcott, Craig Levin

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Tags: Algorithms, Image processing, Image reconstruction, nVidia, nVidia GeForce 7900 GTX, OpenGL, PET

July 31, 2011 by hgpu

Power-efficient medical image processing using PUMA

Ganesh Dasika, Kevin Fan, Scott Mahlke

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Tags: Algorithms, CUDA, Energy-efficient computing, Image processing, Image reconstruction, Medicine, MRI, nVidia, nVidia GeForce GTX 280

July 31, 2011 by hgpu

Image representation by blob and its application in CT reconstruction from few projections

Han Wang, Laurent Desbat, Samuel Legoupil

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Tags: Computed tomography, Computer science, CT, CUDA, Image reconstruction, Numerical Analysis, nVidia, Tesla C2070

July 27, 2011 by hgpu

Exploring Novel Parallelization Technologies for 3-D Imaging Applications

Diego Rivera, Dana Schaa, Micha Moffie, David Kaeli

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Tags: Algorithms, Image processing, Image reconstruction, nVidia, nVidia GeForce 8800 GTX, Sensing

July 25, 2011 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

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high performance computing on graphics processing units: hgpu.org

Multicore bundle adjustment

Hyperfast Perspective Cone–Beam Backprojection

Accelerating popular tomographic reconstruction algorithms on commodity PC graphics hardware

An algorithm-architecture co-design framework for gridding reconstruction using FPGAs

Using the physics-based rendering toolkit for medical reconstruction

High Quality Image Reconstruction of Point Models

Dynamic IBR Techniques for Fixed Cost Stereoscopic Support

Hyperfast Parallel–Beam Backprojection

Fully 3-D List-Mode OSEM Accelerated by Graphics Processing Units

Power-efficient medical image processing using PUMA

Image representation by blob and its application in CT reconstruction from few projections

Exploring Novel Parallelization Technologies for 3-D Imaging Applications

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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