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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

Multi-domain, Higher Order Level Set Scheme for 3D Image Segmentation on the GPU

Ojaswa Sharma, Qin Zhang, Francois Anton, Chandrajit Bajaj

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Tags: Computer vision, CUDA, Image processing, nVidia, Tesla C870

December 25, 2010 by hgpu

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

SYCL in the edge: performance and energy evaluation for heterogeneous acceleration

OpenMP5-Offload-OpenMC-Intel-PVC

Distributed OpenMP Offloading of OpenMC on Intel GPU MAX Accelerators

See all packages

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high performance computing on graphics processing units: hgpu.org

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

Multi-domain, Higher Order Level Set Scheme for 3D Image Segmentation on the GPU

Recent source codes

QArray

Celerity: High-level C++ for Accelerator Clusters

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

OpenMP5-Offload-OpenMC-Intel-PVC

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