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hgpu.org » Applications » Computer science » Computer vision

GPU-Based Road Sign Detection Using Particle Swarm Optimization

Luca Mussi, Stefano Cagnoni, Fabio Daolio

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GT

May 17, 2011 by hgpu

Automated pose estimation in 3D point clouds applying annealing particle filters and inverse kinematics on a GPU

N.H. Lehment, D. Arsic, M. Kaiser, G. Rigoll

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

May 15, 2011 by hgpu

Elevation-based MRF stereo implemented in real-time on a GPU

V. Ivanchenko, H. Shen, J. Coughlan

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce 9800 GTX, nVidia GeForce GTX 260

May 14, 2011 by hgpu

Fast interpolated cameras by combining a GPU based plane sweep with a max-flow regularisation algorithm

Indra Geys, Thomas P. Koninckx, Luc Van Gool

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Tags: Algorithms, Computer science, Computer vision, Pattern recognition

May 13, 2011 by hgpu

Fast gain-adaptive KLT tracking on the GPU

Christopher Zach, David Gallup, Jan-Michael Frahm

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Source codes

Tags: Cg, Computer science, Computer vision, CUDA, GLSL, nVidia, nVidia GeForce 7950 GX2, nVidia GeForce 8400 GS, nVidia GeForce 8800 Ultra, OpenGL, Package, Video tracking

May 12, 2011 by hgpu

Fast GPU implementation of large scale dictionary and sparse representation based vision problems

Pradeep Nagesh, Rahul Gowda, Baoxin Li

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Tags: Computer science, Computer vision, CUDA, Image recognition, nVidia, nVidia GeForce 9800 GT

May 11, 2011 by hgpu

High performance memetic algorithm particle filter for multiple object tracking on modern GPUs

Raul Cabido, Antonio Montemayor, Juan Pantrigo

Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, Particle filtering, Video tracking

May 11, 2011 by hgpu

GPU-accelerated computation for robust motion tracking using the CUDA framework

Jing Huang, Sean P. Ponce, Seung In Park, Yong Cao, Francis Quek

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8600 M GT, nVidia GeForce 8800 GTS, Video tracking

May 9, 2011 by hgpu

Visual cortex on the GPU: Biologically inspired classifier and feature descriptor for rapid recognition

Kris Woodbeck, Gerhard Roth, Huiqiong Chen

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Tags: Computer science, Computer vision, GLSL, Image recognition, nVidia, nVidia GeForce 8800 GTX, OpenGL

May 7, 2011 by hgpu

High speed 3-D registration using GPU

Y. Kitaaki, H. Okuda, H. Kage, K. Sumi

Tags: Computer vision, Image processing, Image recognition, Image registration

May 6, 2011 by hgpu

Real-time 3D registration of stereo-vision based range images using GPU

Soon-Yong Park, Sung-In Choi, Jaekyoung Moon, Joon Kim, Yong Woon Park

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

May 6, 2011 by hgpu

Towards real time vision based UUV navigation using GPU technology

J. Horgan, F. Flannery, D. Toal

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

May 5, 2011 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

GPU-Based Road Sign Detection Using Particle Swarm Optimization

Automated pose estimation in 3D point clouds applying annealing particle filters and inverse kinematics on a GPU

Elevation-based MRF stereo implemented in real-time on a GPU

Fast interpolated cameras by combining a GPU based plane sweep with a max-flow regularisation algorithm

Fast gain-adaptive KLT tracking on the GPU

Fast GPU implementation of large scale dictionary and sparse representation based vision problems

High performance memetic algorithm particle filter for multiple object tracking on modern GPUs

GPU-accelerated computation for robust motion tracking using the CUDA framework

Visual cortex on the GPU: Biologically inspired classifier and feature descriptor for rapid recognition

High speed 3-D registration using GPU

Real-time 3D registration of stereo-vision based range images using GPU

Towards real time vision based UUV navigation using GPU technology

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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