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hgpu.org » Applications » Computer science » Computer vision

A high-speed multi-GPU implementation of bottom-up attention using CUDA

Tingting Xu, Thomas Pototschnig, Kolja Kuhnlenz, Martin Buss

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX

December 24, 2010 by hgpu

Real Time Stereo Vision Using Exponential Step Cost Aggregation On GPU

Wei Yu, Tsuhan Chen, James C. Hoe

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Tags: Computer vision, Image processing, nVidia, nVidia GeForce 8800 GTX

December 23, 2010 by hgpu

Accelerating Template-Based Matching on the GPU for AR Applications

Yannick Allusse, Raphael Grasset, Mark Billinghurst

Tags: Computer science, Computer vision

December 18, 2010 by hgpu

A generic library for structured real-time computations: GPU implementation applied to retinal and cortical vision processes

Jean-Charles Quinton

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Tags: ATI, ATI Mobility Radeon 9700, Computer science, Computer vision, Image processing, OpenGL, Package

December 13, 2010 by hgpu

Real-time anomaly detection in hyperspectral images using multivariate normal mixture models and GPU processing

Yuliya Tarabalka, Trym Haavardsholm, Ingebjorg Kasen, Torbjorn Skauli

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8800 Ultra

December 13, 2010 by hgpu

Fast and automatic object pose estimation for range images on the GPU

In Park, Marcel Germann, Michael Breitenstein, Hanspeter Pfister

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 280

December 13, 2010 by hgpu

Visual-model-based, real-time 3D pose tracking for autonomous navigation: methodology and experiments

Hans de Ruiter, Beno Benhabib

Tags: Artificial intelligence, Computer science, Computer vision, Pattern recognition, Video tracking

December 13, 2010 by hgpu

Real-Time Tracking of Visually Attended Objects in Virtual Environments and Its Application to LOD

Sungkil Lee, G. J. Kim, Seungmoon Choi

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Tags: 3D Graphics and Realism, Computer science, Computer vision, GLSL, nVidia, nVidia GeForce 7900 GTX, OpenGL

December 13, 2010 by hgpu

Action-Based Multifield Video Visualization

Ralf P. Botchen, Sven Bachthaler, Fabian Schick, Min Chen, Greg Mori, Daniel Weiskopf, Thomas Ertl

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Tags: Computer vision, DirectX, HLSL, Image processing, nVidia, nVidia GeForce 8800 GT, Optical flow, Rendering

December 12, 2010 by hgpu

Efficient scan-window based object detection using GPGPU

Li Zhang, R. Nevatia

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Tags: Computer science, Computer vision, nVidia, nVidia Quadro FX 3500

December 12, 2010 by hgpu

A GPU-based implementation of motion detection from a moving platform

Qian Yu, G. Medioni

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Tags: Cg, Computer science, Computer vision, Image processing, nVidia, nVidia Quadro FX 3500, OpenGL

December 9, 2010 by hgpu

Stereoscopic Scene Flow Computation for 3D Motion Understanding

Andreas Wedel, Thomas Brox, Tobi Vaudrey, Clemens Rabe, Uwe Franke, Daniel Cremers

Tags: Computer vision, FPGA, Image processing, Image reconstruction, Optical flow

December 9, 2010 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

A high-speed multi-GPU implementation of bottom-up attention using CUDA

Real Time Stereo Vision Using Exponential Step Cost Aggregation On GPU

Accelerating Template-Based Matching on the GPU for AR Applications

A generic library for structured real-time computations: GPU implementation applied to retinal and cortical vision processes

Real-time anomaly detection in hyperspectral images using multivariate normal mixture models and GPU processing

Fast and automatic object pose estimation for range images on the GPU

Visual-model-based, real-time 3D pose tracking for autonomous navigation: methodology and experiments

Real-Time Tracking of Visually Attended Objects in Virtual Environments and Its Application to LOD

Action-Based Multifield Video Visualization

Efficient scan-window based object detection using GPGPU

A GPU-based implementation of motion detection from a moving platform

Stereoscopic Scene Flow Computation for 3D Motion Understanding

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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