high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Image and Signal Processing

High Dimensional Spaces and Modelling in the task of Speaker Recognition

Lukas Machlica

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Tags: Acoustics, CUDA, nVidia, nVidia GeForce GTX 280, Signal processing, Speech recognition, Thesis

November 15, 2012 by hgpu

Efficient implementation of data flow graphs on multi-gpu clusters

Vincent Boulos, Sylvain Huet, Vincent Fristot, Luc Salvo, Dominique Houzet

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Tags: Algorithms, CUDA, GPU cluster, Image processing, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 460 M, Signal processing

November 7, 2012 by hgpu

Design and Development of an Efficient H. 264 Video Encoder for CPU/GPU using OpenCL

Shaikh Mohd. Laeeq, Gangadhar N. D., Brian Gee Chacko

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Tags: Compression, H.264/AVC, Image processing, OpenCL, Video encoding

November 6, 2012 by hgpu

A survey of GPU-based medical image computing techniques

Lin Shi, Wen Liu, Heye Zhang, Yongming Xie, Defeng Wang

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Tags: Image processing, Image registration, Medicine, Review, Visualization

November 5, 2012 by hgpu

A Contour-Guided Deformable Image Registration Algorithm for Adaptive Radiotherapy

Xuejun Gu, Bin Dong, Jing Wang, John Yordy, Loren Mell, Xun Jia, Steve B. Jiang

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Tags: Algorithms, CUDA, Image processing, Image registration, nVidia, Radiotherapy, Tesla C1060

October 31, 2012 by hgpu

Parallelized Segmentation of CT-Angiography datasets using CUDA

Daniel Fischl

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GT 425 M, Thesis

October 29, 2012 by hgpu

Exploring computational capabilities of GPUs using H.264 prediction algorithms

Magnus Funder Halldal

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Tags: Algorithms, CUDA, H.264/AVC, Image processing, nVidia, nVidia GeForce GTX 280, Thesis

October 29, 2012 by hgpu

Silhouette Extraction using Graphics Processing Units

Kristian Haga Karstensen

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Tags: Algorithms, Computer vision, Image processing, nVidia, nVidia GeForce GTX 460, OpenCL, Optimization, Package, Thesis

October 29, 2012 by hgpu

Investigating Host-Device communication in a GPU-based H.264 encoder

Kristoffer Egil Bonarjee

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Tags: CUDA, H.264/AVC, Image processing, nVidia, nVidia GeForce GTX 480, Prefetch, Thesis, Video encoding

October 28, 2012 by hgpu

Artifact-Free Decompression and Zooming of JPEG Compressed Images with Total Generalized Variation

Kristian Bredies, Martin Holler

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Tags: Algorithms, Compression, CUDA, Image processing, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 580, nVidia Quadro FX 3700

October 26, 2012 by hgpu

Modular & Scalable Ultrasound Platform with GPU Processing

M. Lewandowski, M. Walczak, B. Witek, P. Kulesza, K. Sielewicz

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Tags: CUDA, FPGA, nVidia, nVidia GeForce GTX 580, Signal processing, Ultrasound

October 25, 2012 by hgpu

GPU Implementation of the STA Algorithm on I/Q Data

M. Lewandowski, P. Karwat, J. Kudelka, T. Kleczek

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Tags: CUDA, Image processing, Image reconstruction, nVidia, nVidia GeForce GTX 580, Ultrasound

October 24, 2012 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

High Dimensional Spaces and Modelling in the task of Speaker Recognition

Efficient implementation of data flow graphs on multi-gpu clusters

Design and Development of an Efficient H. 264 Video Encoder for CPU/GPU using OpenCL

A survey of GPU-based medical image computing techniques

A Contour-Guided Deformable Image Registration Algorithm for Adaptive Radiotherapy

Parallelized Segmentation of CT-Angiography datasets using CUDA

Exploring computational capabilities of GPUs using H.264 prediction algorithms

Silhouette Extraction using Graphics Processing Units

Investigating Host-Device communication in a GPU-based H.264 encoder

Artifact-Free Decompression and Zooming of JPEG Compressed Images with Total Generalized Variation

Modular & Scalable Ultrasound Platform with GPU Processing

GPU Implementation of the STA Algorithm on I/Q Data

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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