high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Image and Signal Processing

A Hybrid Computing Platform Digital Wideband Receiver Design and Performance Measurement

K. George, C.-I. H. Chen

Tags: FPGA, nVidia, Performance, Signal processing, Tesla C2050

June 30, 2011 by hgpu

High-performance 3D Compressive Sensing MRI reconstruction

Daehyun Kim, J.D. Trzasko, M. Smelyanskiy, C.R. Haider, A. Manduca, P. Dubey

Tags: CUDA, Image processing, Image reconstruction, MRI, nVidia, nVidia GeForce GTX 480

June 28, 2011 by hgpu

Improving processing time for visual measurements of displacements of IPMC actuators using CUDA

K. Tsiakmakis, T. Laopoulos

Tags: CUDA, Image processing, Materials Science, Measurement techniques, nVidia, Physics

June 26, 2011 by hgpu

A real-time coarse-to-fine multiview capture system for all-in-focus rendering on a light-field display

Fabio Marton, Enrico Gobbetti, Fabio Bettio, Jose Antonio Iglesias Guitian, Ruggero Pintus

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Tags: CUDA, Image processing, nVidia, nVidia GeForce 8800 GTS, OpenGL, Rendering, Stereo vision

June 26, 2011 by hgpu

CUDA-based acceleration and algorithm refinement for volume image registration

Shifu Chen, Jing Qin, Yongming Xie, Wai-Man Pang, Pheng-Ann Heng

Tags: CUDA, Image processing, Image registration, nVidia

June 26, 2011 by hgpu

Parallel Processing for Normal Mixture Models of Hyperspectral Data Using a Graphics Processor

Yuliya Tarabalka, Trym Vegard Haavardsholm, Ingebjorg Kasen, Torbjorn Skauli

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce 8800 Ultra

June 25, 2011 by hgpu

High-speed parallel wavelet algorithm based on CUDA and its application in three-dimensional surface texture analysis

Wang Jianjun, Lu Wenlong, Liu Xiaojun, Jiang Xiangqian

Tags: Algorithms, Computer science, CUDA, Image processing, nVidia, Wavelet

June 25, 2011 by hgpu

A two-level simulator for spaceborne SAR

Chenhui Zhu, Zheng Xiang, Kaizhi Wang, Xingzhao Liu

Tags: Algorithms, Sensing, Signal processing

June 25, 2011 by hgpu

Real-time 3D reconstruction for mobile robot using catadioptric cameras

Romain Rossi, Xavier Savatier, Jean-Yves Ertaud, Belahcene Mazari

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Tags: CUDA, Image processing, Image reconstruction, nVidia, nVidia GeForce 8800 GTS

June 25, 2011 by hgpu

Optimized GPU Framework for Ultrasound Strain Imaging

Pin Lu, Dan Shi, Dong C. Liu

Tags: Image processing, Medicine, Ultrasound

June 24, 2011 by hgpu

A GPU-Based 3D Image Synthesizing Method for Real-Time Multiview Autostereoscopic Displays

Xiao-Qing Xu, Qiong-Hua Wang, Jun Liu, Jun Gu, Lei Li

Tags: Algorithms, Image processing, Stereo vision

June 24, 2011 by hgpu

Fast cell detection in high-throughput imagery using GPU-accelerated machine learning

David Mayerich, Jaerock Kwon, Aaron Panchal, John Keyser, Yoonsuck Choe

Tags: Biology, Image processing, Machine learning, nVidia

June 24, 2011 by hgpu

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

Profile Util library: A quick and easy way to get MPI, OpenMP and GPU runtime information

MaC: Mamba CPU performance predictor

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

Mixed-precision finite element kernels

Mixed-precision finite element kernels and assembly: Rounding error analysis and hardware acceleration

SHMT: The Simultaneous and Heterogenous Multithreading project

General-Purpose Computing on Tensor Processors

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach

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high performance computing on graphics processing units: hgpu.org

Applications

A Hybrid Computing Platform Digital Wideband Receiver Design and Performance Measurement

High-performance 3D Compressive Sensing MRI reconstruction

Improving processing time for visual measurements of displacements of IPMC actuators using CUDA

A real-time coarse-to-fine multiview capture system for all-in-focus rendering on a light-field display

CUDA-based acceleration and algorithm refinement for volume image registration

Parallel Processing for Normal Mixture Models of Hyperspectral Data Using a Graphics Processor

High-speed parallel wavelet algorithm based on CUDA and its application in three-dimensional surface texture analysis

A two-level simulator for spaceborne SAR

Real-time 3D reconstruction for mobile robot using catadioptric cameras

Optimized GPU Framework for Ultrasound Strain Imaging

A GPU-Based 3D Image Synthesizing Method for Real-Time Multiview Autostereoscopic Displays

Fast cell detection in high-throughput imagery using GPU-accelerated machine learning

Recent source codes

Kokkidio: Kokkos+Eigen - write fast, readable multi-platform code

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

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