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hgpu.org » Applications » Computer science » Computer vision

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

A novel stereo camera based collision warning system for automotive applications

A. Leu, D. Aiteanu, A. Graser

Tags: Collision detection, Computer science, Computer vision, CUDA, nVidia, Stereo vision, Tesla C1060

July 14, 2011 by hgpu

Improved Real-Time Stereo on Commodity Graphics Hardware

Ruigang Yang, Marc Pollefeys, Sifang Li

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Tags: ATI, ATI Radeon 9800, Computer science, Computer vision, OpenGL, Real-time graphics, Stereo vision

July 12, 2011 by hgpu

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

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

Optical flow algorithms for SYCL

SYCL in the edge: performance and energy evaluation for heterogeneous acceleration

OpenMP5-Offload-OpenMC-Intel-PVC

Distributed OpenMP Offloading of OpenMC on Intel GPU MAX Accelerators

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

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

A novel stereo camera based collision warning system for automotive applications

Improved Real-Time Stereo on Commodity Graphics Hardware

Recent source codes

QArray

Celerity: High-level C++ for Accelerator Clusters

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

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

Optical flow algorithms for SYCL

OpenMP5-Offload-OpenMC-Intel-PVC

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