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Particle filter on GPUs for real-time tracking

Antonio S. Montemayor, Juan J. Pantrigo, Angel Sanchez, Felipe Fernandez

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Tags: Computer science, Computer vision

November 29, 2010 by hgpu

Multi-camera real-time depth estimation with discontinuity handling on PC graphics hardware

J. Woetzel, R. Koch

Tags: Cg, Computer vision, Image processing, nVidia

November 29, 2010 by hgpu

Real-time multi-stereo depth estimation on GPU with approximative discontinuity handling

J. Woetzel, R. Koch

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Tags: Cg, Computer vision, Image processing, nVidia, nVidia GeForce FX 5600

November 29, 2010 by hgpu

Fast face tracking using parallel particle filter algorithm

Ke-Yan Liu, Shan-Qing Li, Liang Tang, Lei Wang, Wei Liu

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Source codes

Tags: Computer vision, Image processing, Video tracking

November 25, 2010 by hgpu

A high-throughput screening approach to discovering good forms of biologically inspired visual representation

Nicolas Pinto, David Doukhan, James J. DiCarlo, David D. Cox

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Tags: Computer vision, CUDA, Image processing, nVidia

November 25, 2010 by hgpu

A fast stereo matching algorithm suitable for embedded real-time systems

Martin Humenberger, Christian Zinner, Michael Weber, Wilfried Kubinger, Markus Vincze

Tags: Computer science, Computer vision, DSP

November 22, 2010 by hgpu

Fast reduction of undersampling artifacts in radial MR angiography with 3D total variation on graphics hardware

Florian Knoll, Markus Unger, Clemens Diwoky, Christian Clason, Thomas Pock, Rudolf Stollberger

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Tags: Computer vision, CUDA, Medicine, MRI, nVidia, nVidia GeForce GTX 280

November 22, 2010 by hgpu

Dense photometric stereo reconstruction on many core GPUs

Andreas Varnavas, Vasileios Argyriou, Jeffrey Ng, Anil A. Bharath

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 295

November 22, 2010 by hgpu

GPU implementation of a road sign detector based on particle swarm optimization

Luca Mussi, Stefano Cagnoni, Elena Cardarelli, Fabio Daolio, Paolo Medici, Pier Porta

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GT, nVidia Quadro FX 5800

November 22, 2010 by hgpu

A training-free nose tip detection method from face range images

Xiaoming Peng, Mohammed Bennamoun, Ajmal S. Mian

Tags: Biometrics, Computer science, Computer vision

November 20, 2010 by hgpu

Design and Performance Evaluation of Image Processing Algorithms on GPUs

In K. Park, Nitin Singhal, Man H. Lee, Sungdae Cho, Chris Kim

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

November 19, 2010 by hgpu

A two-level real-time vision machine combining coarse- and fine-grained parallelism

Lars Jensen, Anders Kjaer-Nielsen, Karl Pauwels, Jeppe Jessen, Marc Van Hulle, Norbert Kruger

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 295, OpenMP

November 19, 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

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high performance computing on graphics processing units: hgpu.org

Particle filter on GPUs for real-time tracking

Multi-camera real-time depth estimation with discontinuity handling on PC graphics hardware

Real-time multi-stereo depth estimation on GPU with approximative discontinuity handling

Fast face tracking using parallel particle filter algorithm

A high-throughput screening approach to discovering good forms of biologically inspired visual representation

A fast stereo matching algorithm suitable for embedded real-time systems

Fast reduction of undersampling artifacts in radial MR angiography with 3D total variation on graphics hardware

Dense photometric stereo reconstruction on many core GPUs

GPU implementation of a road sign detector based on particle swarm optimization

A training-free nose tip detection method from face range images

Design and Performance Evaluation of Image Processing Algorithms on GPUs

A two-level real-time vision machine combining coarse- and fine-grained parallelism

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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