high performance computing on graphics processing units: hgpu.org

hgpu.org » Computer vision

Scale-space ridge detection with GPU acceleration

M. Kinsner, D. Capson, A. Spence

Tags: Computational Engineering, Computer science, Computer vision

May 20, 2011 by hgpu

Optimized parallel implementation of pedestrian tracking using HOG features on GPU

H. Sugano, R. Miyamoto, Y. Nakamura

Tags: Computer science, Computer vision, Image recognition, Video tracking

May 17, 2011 by hgpu

GPU-Based Road Sign Detection Using Particle Swarm Optimization

Luca Mussi, Stefano Cagnoni, Fabio Daolio

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GT

May 17, 2011 by hgpu

Automated pose estimation in 3D point clouds applying annealing particle filters and inverse kinematics on a GPU

N.H. Lehment, D. Arsic, M. Kaiser, G. Rigoll

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 275, Particle filtering

May 15, 2011 by hgpu

Elevation-based MRF stereo implemented in real-time on a GPU

V. Ivanchenko, H. Shen, J. Coughlan

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce 9800 GTX, nVidia GeForce GTX 260

May 14, 2011 by hgpu

Fast interpolated cameras by combining a GPU based plane sweep with a max-flow regularisation algorithm

Indra Geys, Thomas P. Koninckx, Luc Van Gool

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Tags: Algorithms, Computer science, Computer vision, Pattern recognition

May 13, 2011 by hgpu

Fast gain-adaptive KLT tracking on the GPU

Christopher Zach, David Gallup, Jan-Michael Frahm

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Source codes

Tags: Cg, Computer science, Computer vision, CUDA, GLSL, nVidia, nVidia GeForce 7950 GX2, nVidia GeForce 8400 GS, nVidia GeForce 8800 Ultra, OpenGL, Package, Video tracking

May 12, 2011 by hgpu

Fast GPU implementation of large scale dictionary and sparse representation based vision problems

Pradeep Nagesh, Rahul Gowda, Baoxin Li

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Tags: Computer science, Computer vision, CUDA, Image recognition, nVidia, nVidia GeForce 9800 GT

May 11, 2011 by hgpu

High performance memetic algorithm particle filter for multiple object tracking on modern GPUs

Raul Cabido, Antonio Montemayor, Juan Pantrigo

Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, Particle filtering, Video tracking

May 11, 2011 by hgpu

GPU-accelerated computation for robust motion tracking using the CUDA framework

Jing Huang, Sean P. Ponce, Seung In Park, Yong Cao, Francis Quek

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8600 M GT, nVidia GeForce 8800 GTS, Video tracking

May 9, 2011 by hgpu

Visual cortex on the GPU: Biologically inspired classifier and feature descriptor for rapid recognition

Kris Woodbeck, Gerhard Roth, Huiqiong Chen

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Tags: Computer science, Computer vision, GLSL, Image recognition, nVidia, nVidia GeForce 8800 GTX, OpenGL

May 7, 2011 by hgpu

High speed 3-D registration using GPU

Y. Kitaaki, H. Okuda, H. Kage, K. Sumi

Tags: Computer vision, Image processing, Image recognition, Image registration

May 6, 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

Scale-space ridge detection with GPU acceleration

Optimized parallel implementation of pedestrian tracking using HOG features on GPU

GPU-Based Road Sign Detection Using Particle Swarm Optimization

Automated pose estimation in 3D point clouds applying annealing particle filters and inverse kinematics on a GPU

Elevation-based MRF stereo implemented in real-time on a GPU

Fast interpolated cameras by combining a GPU based plane sweep with a max-flow regularisation algorithm

Fast gain-adaptive KLT tracking on the GPU

Fast GPU implementation of large scale dictionary and sparse representation based vision problems

High performance memetic algorithm particle filter for multiple object tracking on modern GPUs

GPU-accelerated computation for robust motion tracking using the CUDA framework

Visual cortex on the GPU: Biologically inspired classifier and feature descriptor for rapid recognition

High speed 3-D registration using GPU

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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