high performance computing on graphics processing units: hgpu.org

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Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks

Alessandro Giusti, Dan C. Ciresan, Jonathan Masci, Luca M. Gambardella, Jurgen Schmidhuber

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Tags: Artificial intelligence, Computational Complexity, Computer science, Computer vision, CUDA, Neural networks, nVidia, nVidia GeForce GTX 580

February 12, 2013 by hgpu

Accelerated Wide Baseline Matching using OpenCL

Jian Cao, Jie Liang, Xiao-fang Xie, Xun-qiang Hu

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Tags: Computer science, Computer vision, Image registration, nVidia, nVidia GeForce 8800 GT, OpenCL

February 12, 2013 by hgpu

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

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

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high performance computing on graphics processing units: hgpu.org

Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks

Accelerated Wide Baseline Matching using OpenCL

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

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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