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Optimized parallel implementation of pedestrian tracking using HOG features on GPU

H. Sugano, R. Miyamoto, Y. Nakamura

Tags: Computer science, Computer vision, Image recognition, Video tracking

May 17, 2011 by hgpu

Fast GPU implementation of large scale dictionary and sparse representation based vision problems

Pradeep Nagesh, Rahul Gowda, Baoxin Li

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Tags: Computer science, Computer vision, CUDA, Image recognition, nVidia, nVidia GeForce 9800 GT

May 11, 2011 by hgpu

Visual cortex on the GPU: Biologically inspired classifier and feature descriptor for rapid recognition

Kris Woodbeck, Gerhard Roth, Huiqiong Chen

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Tags: Computer science, Computer vision, GLSL, Image recognition, nVidia, nVidia GeForce 8800 GTX, OpenGL

May 7, 2011 by hgpu

High speed 3-D registration using GPU

Y. Kitaaki, H. Okuda, H. Kage, K. Sumi

Tags: Computer vision, Image processing, Image recognition, Image registration

May 6, 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

Real-time 3-D object recognition using scale invariant feature transform and stereo vision

Gee-Sern Hsu, Chyi-Yeu Lin, Jia-Shan Wu

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Tags: Cg, Computer science, Computer vision, GLSL, Image recognition, nVidia, nVidia GeForce 8400 GS, nVidia GeForce 8500 GT, OpenGL, SIFT

April 11, 2011 by hgpu

Mobile visual computing

K. Pulli

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Tags: Computer science, Image recognition, OpenCL, OpenGL, Video tracking

April 3, 2011 by hgpu

A preliminary study of OpenCL for accelerating CT reconstruction and image recognition

Wenyu Zhang, Li Zhang, Shangmin Sun, Yuxiang Xing, Yajie Wang, Juan Zheng

Tags: ATI, Computed tomography, CT, Image recognition, Image reconstruction, Medicine, nVidia, OpenCL

March 31, 2011 by hgpu

Implementation of Kernel Methods on the GPU

Julius Ohmer, Frederic Maire, Ross Brown

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Tags: Cg, Computer vision, Image processing, Image recognition, nVidia, nVidia GeForce 6800, OpenGL

March 24, 2011 by hgpu

An evaluation of GPU acceleration for sparse reconstruction

Thomas R. Braun

Tags: Algorithms, Filtering, Image processing, Image recognition

March 21, 2011 by hgpu

Efficient planar features matching for robot localization using GPU

Baptiste Charmette, Eric Royer, Frederic Chausse

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Tags: Computer science, Computer vision, CUDA, Image recognition, nVidia, nVidia Quadro FX 770 M, SIFT

March 20, 2011 by hgpu

Fast Human Detection with Cascaded Ensembles

Berkin Bilgic

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

March 14, 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

* * *

high performance computing on graphics processing units: hgpu.org

Optimized parallel implementation of pedestrian tracking using HOG features on GPU

Fast GPU implementation of large scale dictionary and sparse representation based vision problems

Visual cortex on the GPU: Biologically inspired classifier and feature descriptor for rapid recognition

High speed 3-D registration using GPU

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

Real-time 3-D object recognition using scale invariant feature transform and stereo vision

Mobile visual computing

A preliminary study of OpenCL for accelerating CT reconstruction and image recognition

Implementation of Kernel Methods on the GPU

An evaluation of GPU acceleration for sparse reconstruction

Efficient planar features matching for robot localization using GPU

Fast Human Detection with Cascaded Ensembles

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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