high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Image and Signal Processing

Realtime affine-photometric KLT feature tracker on GPU in CUDA framework

Jun-Sik Kim, Myung Hwangbo, Takeo Kanade

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8600 M, nVidia GeForce 8800 GTX, nVidia GeForce 8800 Ultra, nVidia GeForce GTX 280, Optical flow, Video tracking

April 27, 2011 by hgpu

GPU Acceleration of Real-time Feature Based Algorithms

Jason M. Ready, Clark N. Taylor

Tags: Algorithms, Computer vision, Image processing, Video tracking

April 27, 2011 by hgpu

Fully GPU based real time corrections and reconstruction for cone beam micro CT

G. Jakab, A. Racz, P. Major, T. Bukki, G. Nemeth

Tags: Computed tomography, CT, Image processing, Image reconstruction, Medicine

April 27, 2011 by hgpu

Pathological Image Analysis Using the GPU: Stroma Classification for Neuroblastoma

Antonio Ruiz, Olcay Sertel, Manuel Ujaldon, Umit Catalyurek, Joel Saltz, Metin Gurcan

Tags: Algorithms, Bioinformatics, Image processing, Medicine

April 26, 2011 by hgpu

Range Cell Migration Correction using texture mapping on GPU

Bin Liu, Kaizhi Wang, Xingzhao Liu, Wenxian Yu

Tags: Algorithms, Signal processing

April 26, 2011 by hgpu

Performance Analysis of a New Real-Time Elastographic Time Constant Estimator

S.P. Nair, Xu Yang, T.A. Krouskop, R. Righetti

Tags: Algorithms, Image processing, Medicine

April 26, 2011 by hgpu

A GPU implementation for two MIMO-OFDM detectors

Teemu Nylanden, Janne Janhunen, Olli Silven, Markku J. Juntti

Tags: Algorithms, nVidia, nVidia Quadro FX 1700, Signal processing

April 25, 2011 by hgpu

A real time Breast Microwave Radar imaging reconstruction technique using simt based interpolation

Daniel Flores-Tapia, Stephen Pistorius

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Tags: Algorithms, CUDA, Image processing, Image reconstruction, Magnetic resonance imaging, Medicine, MRI, nVidia

April 25, 2011 by hgpu

Parallelizing Motion JPEG 2000 with CUDA

Sanketh Datla, Naga Sathish Gidijala

Tags: CUDA, Image processing, JPEG2000, nVidia

April 25, 2011 by hgpu

GPU-Based Background Illumination Correction for Blue Screen Matting

Nicolas Ley, Christian Weigel, M. Mehnert

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Tags: Algorithms, ATI, ATI Radeon X1900, Image processing, nVidia, nVidia GeForce 6600 GT, nVidia GeForce 8800 GTX, OpenGL

April 25, 2011 by hgpu

Scalable Software Defined FM-radio receiver running on desktop computers

P. Szegvari, C. Hentschel

Tags: Algorithms, Computer science, FPGA, Signal processing

April 25, 2011 by hgpu

Software-Based Algorithm for Modeling and Correction of Gradient Nonlinearity Distortions in Magnetic Resonance Imaging

Tom S. Lee, Keith E. Schubert, Reinhard W. Schulte

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Tags: Algorithms, CUDA, Image processing, Medicine, MRI, nVidia

April 23, 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Realtime affine-photometric KLT feature tracker on GPU in CUDA framework

GPU Acceleration of Real-time Feature Based Algorithms

Fully GPU based real time corrections and reconstruction for cone beam micro CT

Pathological Image Analysis Using the GPU: Stroma Classification for Neuroblastoma

Range Cell Migration Correction using texture mapping on GPU

Performance Analysis of a New Real-Time Elastographic Time Constant Estimator

A GPU implementation for two MIMO-OFDM detectors

A real time Breast Microwave Radar imaging reconstruction technique using simt based interpolation

Parallelizing Motion JPEG 2000 with CUDA

GPU-Based Background Illumination Correction for Blue Screen Matting

Scalable Software Defined FM-radio receiver running on desktop computers

Software-Based Algorithm for Modeling and Correction of Gradient Nonlinearity Distortions in Magnetic Resonance Imaging

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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