high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Image and Signal Processing

Automated Long-Term Monitoring of Parallel Microfluidic Operations Applying a Machine Vision-Assisted Positioning Method

Hon Ming Yip, John C. S. Li, Kai Xie, Xin Cui, Agrim Prasad, Qiannan Gao, Chi Chiu Leung, Raymond H. W. Lam

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Tags: Algorithms, Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GT 640

July 22, 2014 by hgpu

Compressed sensing using hidden Markov models with application to vision based aircraft tracking

Jason J. Ford, Timothy L. Molloy, Joanne L. Hall

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Tags: Compression, CUDA, Filtering, Image processing, nVidia, nVidia GeForce GTX 590, Sensing

July 22, 2014 by hgpu

Suitability of NVIDIA GPUs for SKA1-Low

Alessio Magro, Kristian Zarb Adami, Mike Clark, Steve Ord

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Tags: Astrophysics, CUDA, FPGA, Instrumentation and Methods for Astrophysics, nVidia, nVidia GeForce GTX 750 Ti, Signal processing, Tesla K40

July 18, 2014 by hgpu

The Use of GPUs for Solving the Computed Tomography Problem

A.E. Kovtanyuk

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Tags: Computed tomography, CT, CUDA, Image processing, nVidia, nVidia GeForce GTX 660 M, nVidia GeForce GTX 690, Tomography

July 17, 2014 by hgpu

Using the GPU for Fast Symmetry-Based Dense Stereo Matching in High Resolution Images

Vasco Mota, Gabriel Falcao, Michel Antunes, Joao Barreto, Urbano Nunes

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 680, Signal processing, Stereo vision, Wavelet

July 12, 2014 by hgpu

Visualization and Correction of Automated Segmentation, Tracking and Lineaging from 5-D Stem Cell Image Sequences

Eric Wait, Mark Winter, Chris Bjornsson, Erzsebet Kokovay, Yue Wang, Susan Goderie, Sally Temple, Andrew Cohen

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Tags: Biology, Computer science, CUDA, Graphics, Image processing, Microscopy, nVidia, nVidia GeForce GTX 430, Visualization

July 11, 2014 by hgpu

Fast and Efficient Lossless Image Compression Based on CUDA Parallel Wavelet Tree Encoding

Jingqi Ao

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Tags: Algorithms, Compression, CUDA, Image processing, nVidia, nVidia GeForce GTX 570, Thesis, Wavelet

July 7, 2014 by hgpu

Two-way partitioning of a recursive Gaussian filter in CUDA

Chang Won Lee, Jaepil Ko, Tae-Young Choe

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Tags: CUDA, Filtering, Image processing, nVidia, nVidia GeForce GTX 670

July 6, 2014 by hgpu

A Parallelized Implementation for H. 264 Real-time Encoding Scheme

Young Chun Kwon, Chanho Park, Daeseok Oh, WooSuk Jang, Nakhoon Baek

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Tags: H.264/AVC, Image processing, nVidia, nVidia GeForce GTX 560 Ti, OpenCL, Video encoding

July 6, 2014 by hgpu

Image Noise Removal on Heterogeneous CPU-GPU Configurations

Maria G. Sanchez, Vicente Vidal, Josep Arnal, Anna Vidal

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Tags: Algorithms, CUDA, Filtering, Heterogeneous systems, Image processing, nVidia, nVidia GeForce GT 120, OpenMP, Signal denoising

June 27, 2014 by hgpu

Speeding up a Video Summarization Approach Using GPUs and Multicore CPUs

Suellen S. de Almeida, Antonio Carlos de Nazare Junior, Arnaldo de Albuquerque Arauujo, Guillermo Camara-Chavez, David Menotti

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Source codes

Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 650, Package

June 27, 2014 by hgpu

C and CUDA Implementation for SIRT and SART Reconstruction Algorithms

Shan He

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Tags: CUDA, Image processing, Image reconstruction, nVidia, nVidia GeForce GTX 660, Thesis

June 26, 2014 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Automated Long-Term Monitoring of Parallel Microfluidic Operations Applying a Machine Vision-Assisted Positioning Method

Compressed sensing using hidden Markov models with application to vision based aircraft tracking

Suitability of NVIDIA GPUs for SKA1-Low

The Use of GPUs for Solving the Computed Tomography Problem

Using the GPU for Fast Symmetry-Based Dense Stereo Matching in High Resolution Images

Visualization and Correction of Automated Segmentation, Tracking and Lineaging from 5-D Stem Cell Image Sequences

Fast and Efficient Lossless Image Compression Based on CUDA Parallel Wavelet Tree Encoding

Two-way partitioning of a recursive Gaussian filter in CUDA

A Parallelized Implementation for H. 264 Real-time Encoding Scheme

Image Noise Removal on Heterogeneous CPU-GPU Configurations

Speeding up a Video Summarization Approach Using GPUs and Multicore CPUs

C and CUDA Implementation for SIRT and SART Reconstruction Algorithms

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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