high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Image and Signal Processing

Evolution of image filters on graphics processor units using Cartesian Genetic Programming

Simon Harding

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Tags: DirectX, Filtering, Image processing, nVidia, nVidia GeForce 7300

January 20, 2011 by hgpu

Accurate multi-view reconstruction using robust binocular stereo and surface meshing

Derek Bradley, Tamy Boubekeur, Wolfgang Heidrich

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Tags: Algorithms, Computer vision, Image processing, Pattern recognition

January 17, 2011 by hgpu

Acceleration of Acoustic Emission Signal Processing Algorithms using CUDA Standard

Lubomir Riha, Radislav Smid

Tags: Acoustics, CUDA, nVidia, Signal processing

January 17, 2011 by hgpu

Accelerating SIFT on parallel architectures

Seth Warn, Wesley Emeneker, Jackson Cothren, Amy Apon

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Tags: Computer vision, CUDA, Image processing, nVidia Quadro FX 5800

January 15, 2011 by hgpu

Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation

Leo Grady, Thomas Schiwietz, Shmuel Aharon, Rudiger Westermann

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Tags: ATI, ATI Radeon X800 XT, Computer science, Image processing, Medicine

January 15, 2011 by hgpu

Gradient based dominant motion estimation with integral projections for real time video stabilisation

Andrew Crawford, Anil C. Kokaram, Francois Pitie, H. Denman

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Tags: DirectX, Image processing, Motion compensation

January 15, 2011 by hgpu

Real-time medical video processing, enabled by hardware accelerated correlations

Thiusius Savarimuthu, Anders Kjaer-Nielsen, Anders Sorensen

Tags: FPGA, Image processing, Image recognition, Medicine

January 14, 2011 by hgpu

Parallel Deblocking Filtering in MPEG-4 AVC/H.264 on Massively-Parallel Architectures

B. Pieters, Hollemeersch, J. De Cock, P. Lambert, W. De Neve, R. Van de Walle

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

January 14, 2011 by hgpu

GPU-PIV

Thomas Schiwietz, Rudiger Westermann

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Tags: ATI, ATI Radeon 9800 XT, Computer science, FFT, Image processing, OpenGL

January 13, 2011 by hgpu

Speeding up Mutual Information Computation Using NVIDIA CUDA Hardware

Ramtin Shams, Nick Barnes

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

January 13, 2011 by hgpu

Automatic Hepatic Vessel Segmentation Using Graphics Hardware

Marius Erdt, Matthias Raspe, Michael Suehling

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Tags: Computed tomography, CT, Image processing, Medicine, nVidia, nVidia GeForce 8800 GTS

January 12, 2011 by hgpu

Efficient gradient-domain compositing using quadtrees

Aseem Agarwala

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Tags: Algorithms, Filtering, Image processing

January 11, 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

Applications

Evolution of image filters on graphics processor units using Cartesian Genetic Programming

Accurate multi-view reconstruction using robust binocular stereo and surface meshing

Acceleration of Acoustic Emission Signal Processing Algorithms using CUDA Standard

Accelerating SIFT on parallel architectures

Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation

Gradient based dominant motion estimation with integral projections for real time video stabilisation

Real-time medical video processing, enabled by hardware accelerated correlations

Parallel Deblocking Filtering in MPEG-4 AVC/H.264 on Massively-Parallel Architectures

GPU-PIV

Speeding up Mutual Information Computation Using NVIDIA CUDA Hardware

Automatic Hepatic Vessel Segmentation Using Graphics Hardware

Efficient gradient-domain compositing using quadtrees

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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