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Pattern Recognition with Embedded Systems Technology: A Survey

Juan-Carlos Perez-Cortes, Jose-Luis Guardiola, Alberto-Jose Perez-Jimenez

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

July 4, 2011 by hgpu

Integrating Object Detection with 3D Tracking Towards a Better Driver Assistance System

Victor Adrian Prisacariu, Radu Timofte, Karel Zimmermann, Ian Reid, Luc Van Gool

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Tags: Computer science, Computer vision, Pattern recognition

July 2, 2011 by hgpu

GPUs for fast triggering and pattern matching at the CERN experiment NA62

Gianluca Lamanna, Gianmaria Collazuol, Marco Sozzi

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Tags: CUDA, Data acquisition, High Energy Physics - Experiment, Nuclear Experiment, nVidia, Pattern recognition, Physics, Tesla C1060

June 20, 2011 by hgpu

Texture-Based Visualization of Unsteady 3D Flow by Real-Time Advection and Volumetric Illumination

Daniel Weiskopf, Tobias Schafhitzel, Thomas Ertl

Tags: 3D Graphics and Realism, Computer science, Pattern recognition, Rendering, Visualization

June 1, 2011 by hgpu

A GPU-based vision system for real time detection of fastening elements in railway inspection

P. De Ruvo, A. Distante, E. Stella, F. Marino

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 Ultra, Pattern recognition

May 28, 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

Real-Time GPU-Based Voxel Carving with Systematic Occlusion Handling

Alexander Schick, Rainer Stiefelhagen

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, nVidia Quadro NVS 290, Pattern recognition

January 20, 2011 by hgpu

Automatic bi-layer video segmentation based on sensor fusion

Pierre Boulanger, Qiong Wu, Walter F. Bischof

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

January 17, 2011 by hgpu

Accurate multi-view reconstruction using robust binocular stereo and surface meshing

Derek Bradley, Tamy Boubekeur, Wolfgang Heidrich

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Tags: Algorithms, Computer vision, Image processing, Pattern recognition

January 17, 2011 by hgpu

Low-cost, high-speed computer vision using NVIDIA’s CUDA architecture

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

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

January 13, 2011 by hgpu

Real-time object detection on CUDA

Adam Herout, Radovan Josth, Roman Juranek, Jiri Havel, Michal Hradis, Pavel Zemcik

Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 9800 GTX, Pattern recognition

January 9, 2011 by hgpu

Approximate Belief Propagation by Hierarchical Averaging of Outgoing Messages

Koichi Ogawara

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 285, Pattern recognition

January 4, 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

Pattern Recognition with Embedded Systems Technology: A Survey

Integrating Object Detection with 3D Tracking Towards a Better Driver Assistance System

GPUs for fast triggering and pattern matching at the CERN experiment NA62

Texture-Based Visualization of Unsteady 3D Flow by Real-Time Advection and Volumetric Illumination

A GPU-based vision system for real time detection of fastening elements in railway inspection

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

Real-Time GPU-Based Voxel Carving with Systematic Occlusion Handling

Automatic bi-layer video segmentation based on sensor fusion

Accurate multi-view reconstruction using robust binocular stereo and surface meshing

Low-cost, high-speed computer vision using NVIDIA’s CUDA architecture

Real-time object detection on CUDA

Approximate Belief Propagation by Hierarchical Averaging of Outgoing Messages

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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