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hgpu.org » Applications » Computer science » Computer vision

Action Spotting and Recognition Based on a Spatiotemporal Orientation Analysis

Konstantinos G. Derpanis, Mikhail Sizintsev, Kevin J. Cannons, Richard P. Wildes

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8400 GT, nVidia GeForce GTS 360 M, nVidia GeForce GTX 285, nVidia Quadro FX 1800

February 6, 2013 by hgpu

Parallel Distributed Face Search System for National and Border Security

Brian C. Lovell, Abbas Bigdeli, Sandra Mau

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Tags: Biometrics, Computer science, Computer vision, nVidia, nVidia GeForce GTX 285, OpenCL, Security

January 20, 2013 by hgpu

Duality based optical flow algorithms with applications

Lars Lau Raket

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Tags: Computer science, Computer vision, CUDA, nVidia, Optical flow, Tesla C2050

January 19, 2013 by hgpu

Probabilistic View-based 3D Curve Skeleton Computation on the GPU

Jacek Kustra, Andrei Jalba, Alexandru Telea

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Tags: Algorithms, Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GT 330 M, OpenGL, Package, Stereo vision

January 11, 2013 by hgpu

A Parallelized Algorithm for Hyperspectral Biometrics

Christopher Baker, Timothee Bouhour, Akshay Malik

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Tags: Algorithms, Biometrics, Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GT 650 M, Security

December 20, 2012 by hgpu

Face Detection with Improved Local Binary Patterns in CUDA

Jeaff Wang, Richard Abrich

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Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 470

December 18, 2012 by hgpu

Circular Hough Transform in OpenCL

Seunghoon Park

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 555 M, OpenCL, Package

December 16, 2012 by hgpu

Facial Recognition Using Neural Networks over GPGPU

Juan Pablo Balarini, Sergio Nesmachnow, Martin Rodriguez

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Tags: Computer science, Computer vision, CUDA, Neural networks, nVidia, nVidia GeForce GTS 450, nVidia GeForce GTX 480

November 18, 2012 by hgpu

Computer Vision and Image Segmentation Implemented on GPU Using Compute Unified Device Architecture as Applied on Quality Inspection of Pre-etched Printed Circuit Board

Philip Virgil Astillo, Van Patiluna

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Tags: Computer science, Computer vision, CUDA, Image processing, nVidia

November 16, 2012 by hgpu

Silhouette Extraction using Graphics Processing Units

Kristian Haga Karstensen

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Tags: Algorithms, Computer vision, Image processing, nVidia, nVidia GeForce GTX 460, OpenCL, Optimization, Package, Thesis

October 29, 2012 by hgpu

Three dimensional tracking of gold nanoparticles using digital holographic microscopy

Frederic Verpillat, Fadwa Joud, Pierre Desbiolles, Michel Gross

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Tags: Computer vision, CUDA, nVidia, nVidia GeForce GTX 470, Optics, Pattern recognition, Physics

October 28, 2012 by hgpu

GPUSync: A Framework for Real-Time GPU Management

Glenn A. Elliott, Bryan C. Ward, James H. Anderson

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 470, Package, Performance

October 23, 2012 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

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

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

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

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

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high performance computing on graphics processing units: hgpu.org

Applications

Action Spotting and Recognition Based on a Spatiotemporal Orientation Analysis

Parallel Distributed Face Search System for National and Border Security

Duality based optical flow algorithms with applications

Probabilistic View-based 3D Curve Skeleton Computation on the GPU

A Parallelized Algorithm for Hyperspectral Biometrics

Face Detection with Improved Local Binary Patterns in CUDA

Circular Hough Transform in OpenCL

Facial Recognition Using Neural Networks over GPGPU

Computer Vision and Image Segmentation Implemented on GPU Using Compute Unified Device Architecture as Applied on Quality Inspection of Pre-etched Printed Circuit Board

Silhouette Extraction using Graphics Processing Units

Three dimensional tracking of gold nanoparticles using digital holographic microscopy

GPUSync: A Framework for Real-Time GPU Management

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

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

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

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

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