high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Image and Signal Processing

GPU Multiple Sequence Alignment Fourier-Space Cross-Correlation Alignment

Matthias Alexander Lee

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Tags: Bioinformatics, Biology, Computational Complexity, CUDA, nVidia, Package, Python, RNA, Sequence alignment, Signal processing

May 31, 2013 by hgpu

MATLAB Medical Images Classification on Graphics Processors

Ramona DIN

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Tags: CUDA, Image processing, Medicine, nVidia, nVidia GeForce GTX 470

May 28, 2013 by hgpu

Scaling Radio Astronomy Signal Correlation on Heterogeneous Supercomputers Using Various Data Distribution Methodologies

Ruonan Wang, Christopher Harris

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Tags: Astrophysics, GPU cluster, Heterogeneous systems, Instrumentation and Methods for Astrophysics, nVidia, OpenCL, Signal processing, Tesla C2075

May 27, 2013 by hgpu

Use of Multi-GPU Systems for Larger Than Device FFTs: With Applications in Ultrasound Simulations

Nimalan Nandapalan

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Tags: CUDA, FFT, nVidia, nVidia GeForce GTX 580, Signal processing, Thesis, Ultrasound

May 25, 2013 by hgpu

Quantifying the Energy Efficiency of FFT on Heterogeneous Platforms

Yash Ukidave, Amir Kavyan Ziabari, Perhaad Mistry, Gunar Schirner, David Kaeli

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Tags: ATI, ATI Radeon HD 7770, FFT, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, OpenCL, Signal processing

May 25, 2013 by hgpu

JPEG-GPU:: a GPGPU Implementation of JPEG Core Coding Systems

Ang Li

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Tags: Compression, CUDA, Image processing, nVidia, Tesla K20

May 25, 2013 by hgpu

An implementation of level set based topology optimization using GPU

D. Herrero, J. Martinez, P. Marti

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Tags: Computational Complexity, CUDA, Data parallelism, FEM, Finite element method, Image processing, nVidia, Tesla C2070

May 19, 2013 by hgpu

Point Spread Function Estimation of Solar Surface Images with a Cooperative Particle Swarm Optimization on GPUs

Peter Frank Perroni

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Tags: Algorithms, Astrophysics, Image processing, nVidia, OpenCL, Package, Particle swarm optimization, Tesla C2050, Thesis

May 16, 2013 by hgpu

Fractal Video Compression in OpenCL: An Evaluation of CPUs, GPUs, and FPGAs as Acceleration Platforms

Doris Chen, Deshanand Singh

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Tags: Algorithms, Compression, FPGA, Image processing, nVidia, OpenCL, Tesla C2075, Video encoding

May 15, 2013 by hgpu

A GPU based real-time video compression method for video conferencing

Stamos Katsigiannis, Dimitris Maroulis, Georgios Papaioannou

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Tags: Algorithms, Compression, CUDA, Image processing, nVidia, nVidia GeForce GTX 570, Video encoding

May 13, 2013 by hgpu

Exploring Computer Vision and Image Processing Algorithms in Teaching Parallel Programming

Dan Connors

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Tags: Computer science, Computer vision, CUDA, Education, Image processing, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 480, OpenCL

May 11, 2013 by hgpu

Parallel implementation of the wideband DOA algorithm on single core, multicore, GPU and IBM cell BE processor

Mohammad Wadood Majid, Todd E. Schmuland, Mohsin M. Jamali

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Tags: Algorithms, Cell processor, CUDA, nVidia, nVidia GeForce GTX 260, Signal processing

May 11, 2013 by hgpu

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

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

Optical flow algorithms for SYCL

SYCL in the edge: performance and energy evaluation for heterogeneous acceleration

OpenMP5-Offload-OpenMC-Intel-PVC

Distributed OpenMP Offloading of OpenMC on Intel GPU MAX Accelerators

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

GPU Multiple Sequence Alignment Fourier-Space Cross-Correlation Alignment

MATLAB Medical Images Classification on Graphics Processors

Scaling Radio Astronomy Signal Correlation on Heterogeneous Supercomputers Using Various Data Distribution Methodologies

Use of Multi-GPU Systems for Larger Than Device FFTs: With Applications in Ultrasound Simulations

Quantifying the Energy Efficiency of FFT on Heterogeneous Platforms

JPEG-GPU:: a GPGPU Implementation of JPEG Core Coding Systems

An implementation of level set based topology optimization using GPU

Point Spread Function Estimation of Solar Surface Images with a Cooperative Particle Swarm Optimization on GPUs

Fractal Video Compression in OpenCL: An Evaluation of CPUs, GPUs, and FPGAs as Acceleration Platforms

A GPU based real-time video compression method for video conferencing

Exploring Computer Vision and Image Processing Algorithms in Teaching Parallel Programming

Parallel implementation of the wideband DOA algorithm on single core, multicore, GPU and IBM cell BE processor

Recent source codes

QArray

Celerity: High-level C++ for Accelerator Clusters

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

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

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

Optical flow algorithms for SYCL

OpenMP5-Offload-OpenMC-Intel-PVC

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