high performance computing on graphics processing units: hgpu.org

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Gpu architecture for stationary multisensor pedestrian detection at smart intersections

Daniel Weimer, Sebastian Kohler, Christian Hellert, Konrad Doll, Ulrich Brunsmann, Roland Krzikalla

Tags: Benchmarking, Computer science, Computer vision, CUDA, nVidia

July 24, 2011 by hgpu

Fast and robust CAMShift tracking

David Exner, Erich Bruns, Daniel Kurz, Anselm Grundhofer, Oliver Bimber

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce GTX 285, OpenGL

July 24, 2011 by hgpu

Wavelet Model-based Stereo for Fast, Robust Face Reconstruction

Alan Brunton, Jochen Lang, Eric Dubois, Chang Shu

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Tags: Algorithms, Bayesian, Cloud, Computer science, Computer vision, CUDA, GLSL, nVidia, OpenGL, Wavelet

July 23, 2011 by hgpu

A self-organization based optical flow estimator with GPU implementation (thesis)

Manish Shiralkar

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5600, nVidia Quadro NVS 140 M, Optical flow, Self-organizing map, Tesla T10, Thesis

July 22, 2011 by hgpu

A self-organization based optical flow estimator with GPU implementation

Manish Shiralkar, Robert Schalkoff

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5600, nVidia Quadro NVS 140 M, Optical flow, Self-organizing map, Tesla T10, Thesis

July 22, 2011 by hgpu

Image selection for improved Multi-View Stereo

Alexander Hornung, Boyi Zeng, Leif Kobbelt

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce 6800 Ultra, OpenGL, Stereo vision

July 20, 2011 by hgpu

Cue-independent extending inverse kinematics for robust pose estimation in 3D point clouds

Nicolas H. Lehment, Moritz Kaiser, Dejan Arsic, Gerhard Rigoll

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Tags: Computer science, Computer vision, nVidia, nVidia GeForce GTX 275, Particle filtering, Video tracking

July 20, 2011 by hgpu

PROST: Parallel robust online simple tracking

Jakob Santner, Christian Leistner, Amir Saffari, Thomas Pock, Horst Bischof

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Tags: Computer science, Computer vision, nVidia, Optical flow, Video tracking

July 19, 2011 by hgpu

Tracking humans interacting with the environment using efficient hierarchical sampling and layered observation models

Jan Bandouch, Michael Beetz

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Tags: Computer science, Computer vision, CUDA, nVidia, Video tracking

July 19, 2011 by hgpu

Realtime background subtraction from dynamic scenes

Li Cheng, Minglun Gong

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Tags: ATI, ATI Radeon X1950, Computer science, Computer vision, Real-time graphics

July 17, 2011 by hgpu

Feature-based speed limit sign detection using a graphics processing unit

Vladimir Glavtchev, Pinar Muyan-Ozcelik, Jeffrey M. Ota, John D. Owens

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Tags: Computer science, Computer vision, CUDA, Image recognition, nVidia, nVidia GeForce 9400 M GS, OpenGL, Rendering

July 17, 2011 by hgpu

Fast and Efficient FPGA-Based Feature Detection Employing the SURF Algorithm

Dimitris Bouris, Antonis Nikitakis, Ioannis Papaefstathiou

Tags: Computer vision, FPGA, Image processing

July 14, 2011 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

Gpu architecture for stationary multisensor pedestrian detection at smart intersections

Fast and robust CAMShift tracking

A self-organization based optical flow estimator with GPU implementation (thesis)

A self-organization based optical flow estimator with GPU implementation

Image selection for improved Multi-View Stereo

Cue-independent extending inverse kinematics for robust pose estimation in 3D point clouds

PROST: Parallel robust online simple tracking

Tracking humans interacting with the environment using efficient hierarchical sampling and layered observation models

Realtime background subtraction from dynamic scenes

Feature-based speed limit sign detection using a graphics processing unit

Fast and Efficient FPGA-Based Feature Detection Employing the SURF Algorithm

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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