high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Computer science » Computer vision

Real-time human detection using histograms of oriented gradients on a GPU

Kirt Lillywhite, Dah-Jye Lee, Dong Zhang

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

March 11, 2011 by hgpu

Realtime phase-based optical flow on the GPU

K Pauwels, M M Van Hulle

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GTX, Optical flow

March 10, 2011 by hgpu

Comparison of FPGA and GPU implementations of real-time stereo vision

R. Kalarot, J. Morris

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Tags: Computer science, Computer vision, CUDA, FPGA, nVidia, nVidia GeForce GTX 280

March 9, 2011 by hgpu

Scene Recognition Acceleration Using CUDA and OpenMP

Yuxin Wang, Zhen Feng, He Guo, Changqin He, Yuansheng Yang

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

March 4, 2011 by hgpu

Real-Time Approaches to Computer Vision

Ron Tal

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Tags: Algorithms, Computer science, Computer vision, CUDA, FPGA, nVidia

February 26, 2011 by hgpu

GPU-Based Foreground-Background Segmentation Using an Extended Colinearity Criterion

Andreas Griesser, Stefaan De Roeck, Alexander Neubeck, Luc Van Gool

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Tags: Cg, Computer vision, Image processing, nVidia, nVidia GeForce 6800 GT, Real-time graphics

February 26, 2011 by hgpu

Real-Time Stereo on GPGPU using Progressive Multi-Resolution Adaptive Windows

Yong Zhao, Gabriel Taubin

Tags: Computer science, Computer vision

February 22, 2011 by hgpu

GLSV: Graphics library stereo vision for OpenGL

S. Martin, J. Suarez, R. Orea, R. Rubio, R. Gallego

Tags: Computer science, Computer vision, OpenGL, Virtual reality

February 10, 2011 by hgpu

Towards On-Line Digital Doubles

Andreas Griesser, Nico Cornelis, Luc J. Van Gool

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Tags: Computer vision, Image processing, nVidia, nVidia GeForce 6800 GT, Shaders

February 8, 2011 by hgpu

Learning to Detect Roads in High-Resolution Aerial Images

Volodymyr Mnih and Geoffrey E. Hinton

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

February 7, 2011 by hgpu

Real-time Spatiotemporal Stereo Matching Using the Dual-Cross-Bilateral Grid

Christian Richardt, Douglas Orr, Ian Davies, Antonio Criminisi and Neil A. Dodgson

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Source codes

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia Quadro FX 5800, Package

February 7, 2011 by hgpu

GPU-accelerated real-time 3D tracking for humanoid locomotion and stair climbing

Philipp Michel, Joel E. Chestnutt, Satoshi Kagami, Koichi Nishiwaki, James Kuffner, Takeo Kanade

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Tags: Cg, Computer science, Computer vision, nVidia, nVidia GeForce 7800 GTX, Video tracking

February 6, 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Real-time human detection using histograms of oriented gradients on a GPU

Realtime phase-based optical flow on the GPU

Comparison of FPGA and GPU implementations of real-time stereo vision

Scene Recognition Acceleration Using CUDA and OpenMP

Real-Time Approaches to Computer Vision

GPU-Based Foreground-Background Segmentation Using an Extended Colinearity Criterion

Real-Time Stereo on GPGPU using Progressive Multi-Resolution Adaptive Windows

GLSV: Graphics library stereo vision for OpenGL

Towards On-Line Digital Doubles

Learning to Detect Roads in High-Resolution Aerial Images

Real-time Spatiotemporal Stereo Matching Using the Dual-Cross-Bilateral Grid

GPU-accelerated real-time 3D tracking for humanoid locomotion and stair climbing

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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