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Parallel algorithms to a parallel hardware: Designing vision algorithms for a GPU

Jun-Sik Kim, Myung Hwangbo, Takeo Kanade

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GTX, Optical flow

January 8, 2011 by hgpu

Combining computer vision and physics simulations using GPGPU

Justin Hensley, John Isidoro, Arcot J. Preetham

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Tags: ATI, Computer science, Computer vision

January 7, 2011 by hgpu

Approximate Belief Propagation by Hierarchical Averaging of Outgoing Messages

Koichi Ogawara

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 285, Pattern recognition

January 4, 2011 by hgpu

Fast GPU-based space-time correlation for activity recognition in video sequences

Mahsan Rofouei, Maryam Moazeni, Majid Sarrafzadeh

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia Quadro FX 5600

January 4, 2011 by hgpu

Engineering of Computer Vision Algorithms Using Evolutionary Algorithms

Marc Ebner

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce 9600 GT, OpenGL

January 4, 2011 by hgpu

GPU Color Constancy

Marc Ebner

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Tags: Algorithms, Computer vision, GLSL, Image processing, OpenGL

December 29, 2010 by hgpu

High performance realtime vision for mobile robots on the GPU

Christian Folkers, Wolfgang Ertel

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Source codes

Tags: Computer science, Computer vision, nVidia, nVidia GeForce 6800, OpenGL, Package

December 29, 2010 by hgpu

Tensor Voting Accelerated by Graphics Processing Units (GPU)

Changki Min, Gerard G. Medioni

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Tags: Cg, Computer vision, Image processing, nVidia, nVidia GeForce 7800 GTX, Pattern recognition

December 28, 2010 by hgpu

GPU Accelerated Gesture Detection for Real Time Interaction

Torsten Bierz, Achim Ebert, Jorg Meyer

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

December 28, 2010 by hgpu

Cellular automaton for ultra-fast watershed transform on GPU

Claude Kauffmann, Nicolas Piche

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Tags: Algorithms, Cellular automata, Computer science, Computer vision

December 27, 2010 by hgpu

Scalable learning for object detection with GPU hardware

Adam Coates, Paul Baumstarck, Quoc V. Le, Andrew Y. Ng

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce 9800 GTX

December 26, 2010 by hgpu

Automatic Pose Estimation for Range Images on the GPU

Marcel Germann, Michael D. Breitenstein, In Kyu Park, Hanspeter Pfiste

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Tags: Computer science, Computer vision, nVidia, nVidia GeForce 8800 GTX, Shaders

December 26, 2010 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

Parallel algorithms to a parallel hardware: Designing vision algorithms for a GPU

Combining computer vision and physics simulations using GPGPU

Approximate Belief Propagation by Hierarchical Averaging of Outgoing Messages

Fast GPU-based space-time correlation for activity recognition in video sequences

Engineering of Computer Vision Algorithms Using Evolutionary Algorithms

GPU Color Constancy

High performance realtime vision for mobile robots on the GPU

Tensor Voting Accelerated by Graphics Processing Units (GPU)

GPU Accelerated Gesture Detection for Real Time Interaction

Cellular automaton for ultra-fast watershed transform on GPU

Scalable learning for object detection with GPU hardware

Automatic Pose Estimation for Range Images on the 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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