high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Image and Signal Processing » Image processing

Simultaneous and fast 3D tracking of multiple faces in video by GPU-based stream processing

Oscar Mateo Lozano, Kazuhiro Otsuka

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Tags: CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX, Particle filtering, Video tracking

January 20, 2011 by hgpu

Evolution of image filters on graphics processor units using Cartesian Genetic Programming

Simon Harding

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Tags: DirectX, Filtering, Image processing, nVidia, nVidia GeForce 7300

January 20, 2011 by hgpu

Accurate multi-view reconstruction using robust binocular stereo and surface meshing

Derek Bradley, Tamy Boubekeur, Wolfgang Heidrich

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Tags: Algorithms, Computer vision, Image processing, Pattern recognition

January 17, 2011 by hgpu

Accelerating SIFT on parallel architectures

Seth Warn, Wesley Emeneker, Jackson Cothren, Amy Apon

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Tags: Computer vision, CUDA, Image processing, nVidia Quadro FX 5800

January 15, 2011 by hgpu

Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation

Leo Grady, Thomas Schiwietz, Shmuel Aharon, Rudiger Westermann

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Tags: ATI, ATI Radeon X800 XT, Computer science, Image processing, Medicine

January 15, 2011 by hgpu

Gradient based dominant motion estimation with integral projections for real time video stabilisation

Andrew Crawford, Anil C. Kokaram, Francois Pitie, H. Denman

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Tags: DirectX, Image processing, Motion compensation

January 15, 2011 by hgpu

Real-time medical video processing, enabled by hardware accelerated correlations

Thiusius Savarimuthu, Anders Kjaer-Nielsen, Anders Sorensen

Tags: FPGA, Image processing, Image recognition, Medicine

January 14, 2011 by hgpu

Parallel Deblocking Filtering in MPEG-4 AVC/H.264 on Massively-Parallel Architectures

B. Pieters, Hollemeersch, J. De Cock, P. Lambert, W. De Neve, R. Van de Walle

Tags: CUDA, H.264/AVC, Image processing, nVidia

January 14, 2011 by hgpu

GPU-PIV

Thomas Schiwietz, Rudiger Westermann

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Tags: ATI, ATI Radeon 9800 XT, Computer science, FFT, Image processing, OpenGL

January 13, 2011 by hgpu

Speeding up Mutual Information Computation Using NVIDIA CUDA Hardware

Ramtin Shams, Nick Barnes

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Tags: Algorithms, Computer science, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX

January 13, 2011 by hgpu

Automatic Hepatic Vessel Segmentation Using Graphics Hardware

Marius Erdt, Matthias Raspe, Michael Suehling

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Tags: Computed tomography, CT, Image processing, Medicine, nVidia, nVidia GeForce 8800 GTS

January 12, 2011 by hgpu

Efficient gradient-domain compositing using quadtrees

Aseem Agarwala

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Tags: Algorithms, Filtering, Image processing

January 11, 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Simultaneous and fast 3D tracking of multiple faces in video by GPU-based stream processing

Evolution of image filters on graphics processor units using Cartesian Genetic Programming

Accurate multi-view reconstruction using robust binocular stereo and surface meshing

Accelerating SIFT on parallel architectures

Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation

Gradient based dominant motion estimation with integral projections for real time video stabilisation

Real-time medical video processing, enabled by hardware accelerated correlations

Parallel Deblocking Filtering in MPEG-4 AVC/H.264 on Massively-Parallel Architectures

GPU-PIV

Speeding up Mutual Information Computation Using NVIDIA CUDA Hardware

Automatic Hepatic Vessel Segmentation Using Graphics Hardware

Efficient gradient-domain compositing using quadtrees

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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