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hgpu.org » Applications » Computer science » Computer vision

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching

Vincent Garcia, Eric Debreuve, Frank Nielsen, Michel Barlaud

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Tags: Computer vision, CUBLAS, CUDA, Image processing, Nearest neighbour, nVidia, nVidia Quadro FX 3700 M, Package, SIFT

May 5, 2011 by hgpu

GPU-based non-parametric background subtraction for a practical surveillance system

D. Schreiber, M. Rauter

Tags: Computer science, Computer vision, nVidia, nVidia GeForce 9800 GT

May 5, 2011 by hgpu

GPU Implementation of Extended Gaussian Mixture Model for Background Subtraction

Vu Pham, Phong Vo, Vu Thanh Hung, Le Hoai Bac

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 9600 GT, Package

May 3, 2011 by hgpu

GPU-accelerated Adaptively Sampled Distance Fields

Thiago Bastos, Waldemar Celes

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Tags: Algorithms, Computer science, Computer vision, GLSL, nVidia, nVidia GeForce 8800 GTX, OpenGL, Rendering

April 30, 2011 by hgpu

GPU based Partially Connected Neural Evolutionary network and its application on gender recognition with face images

Xiao-Xi Chen, Ming-Hui Shi, H. de Garis

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

April 30, 2011 by hgpu

GPU implementation of motion estimation for visual saliency

Anis Rahman, Dominique Houzet, Denis Pellerin, Lionel Agud

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 285, Optical flow

April 29, 2011 by hgpu

Realtime affine-photometric KLT feature tracker on GPU in CUDA framework

Jun-Sik Kim, Myung Hwangbo, Takeo Kanade

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8600 M, nVidia GeForce 8800 GTX, nVidia GeForce 8800 Ultra, nVidia GeForce GTX 280, Optical flow, Video tracking

April 27, 2011 by hgpu

GPU Acceleration of Real-time Feature Based Algorithms

Jason M. Ready, Clark N. Taylor

Tags: Algorithms, Computer vision, Image processing, Video tracking

April 27, 2011 by hgpu

A GPU Based 3D Object Retrieval Approach Using Spatial Shape Information

Qian Zhang, Jinyuan Jia, Hongyu Li

Tags: 3D Graphics and Realism, Computer science, Computer vision, Rendering

April 26, 2011 by hgpu

Real-time 3D reconstruction and pose estimation for human motion analysis

Holger Graf, Sang Min Yoon, Cornelius Malerczyk

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Tags: Computer vision, CUDA, Image processing, Image reconstruction, nVidia, nVidia GeForce 8200

April 18, 2011 by hgpu

Performance of Optical Flow Techniques on Graphics Hardware

Marko Durkovic,Michael Zwick,Florian Obermeier,Klaus Diepold

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Tags: Computer science, Computer vision, nVidia, nVidia GeForce 6800 Ultra, nVidia GeForce FX 5900, Optical flow

April 17, 2011 by hgpu

Efficient design and implementation of visual computing algorithms on the GPU

In Kyu Park, Nitin Singhal, Man Hee Lee, Sungdae Cho

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Tags: Algorithms, Computer vision, CUDA, Image processing, JPEG2000, nVidia, nVidia GeForce 9800 GTX, OpenMP

April 14, 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

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching

GPU-based non-parametric background subtraction for a practical surveillance system

GPU Implementation of Extended Gaussian Mixture Model for Background Subtraction

GPU-accelerated Adaptively Sampled Distance Fields

GPU based Partially Connected Neural Evolutionary network and its application on gender recognition with face images

GPU implementation of motion estimation for visual saliency

Realtime affine-photometric KLT feature tracker on GPU in CUDA framework

GPU Acceleration of Real-time Feature Based Algorithms

A GPU Based 3D Object Retrieval Approach Using Spatial Shape Information

Real-time 3D reconstruction and pose estimation for human motion analysis

Performance of Optical Flow Techniques on Graphics Hardware

Efficient design and implementation of visual computing algorithms on the GPU

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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