high performance computing on graphics processing units: hgpu.org

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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

Towards a robust, real-time face processing system using CUDA-enabled GPUs

Bharatkumar Sharma, Rahul Thota, Naga Vydyanathan, Amit Kale

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Tags: Computer science, CUDA, Image recognition, nVidia, nVidia GeForce GTX 285, Real-time graphics, Rendering, Security

July 12, 2011 by hgpu

Fast face recognition approach using a graphical processing unit (GPU)

Y. Ouerhani, M. Jridi, A. AlFalou

Tags: Image processing, Image recognition, nVidia, nVidia GeForce 8400 GS

July 6, 2011 by hgpu

The Application of CUDA Architecture in Facial Expression Recognition

Jianqiang Lv, Chunfen Xia

Tags: Computer science, CUDA, Image recognition, nVidia

June 19, 2011 by hgpu

Iris recognition on GPU with the usage of Non-Negative Matrix Factorization

Petr Gajdos, Jan Platos, Pavel Moravec

Tags: Computer science, Image recognition, Nonnegative matrix factorization

June 16, 2011 by hgpu

Accelerating Viola-Jones Face Detection to FPGA-Level Using GPUs

Daniel Hefenbrock, Jason Oberg, Nhat Tan Nguyen Thanh, Ryan Kastner, Scott B. Baden

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Tags: Computer science, Computer vision, CUDA, FPGA, GPU cluster, Image recognition, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 295

June 15, 2011 by hgpu

CuParcone A High-Performance Evolvable Neural Network Model

Xiaoxi Chen, Lin Gao, Hugo de Garis

Tags: CUDA, Image processing, Image recognition, Neural networks, nVidia

June 14, 2011 by hgpu

Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs

Dan C. Ciresan, Ueli Meier, Luca M. Gambardella, Jurgen Schmidhuber

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Tags: Artificial intelligence, Computer vision, Image processing, Image recognition, Neural networks, nVidia, nVidia GeForce GTX 480

June 10, 2011 by hgpu

A new parallel video understanding and retrieval system

Ke-yan Liu, Tong Zhang, Lei Wang

Tags: Image processing, Image recognition, MapReduce, nVidia, nVidia Quadro FX 4600

June 7, 2011 by hgpu

Linear Feature Detection on GPUs

L. Domanski, Changming Sun, R. Hassan, P. Vallotton, Dadong Wang

Tags: Filtering, Image processing, Image recognition

May 31, 2011 by hgpu

GPU Based Optical Character Transcription for Ancient Inscription Recognition

Hubert Mara, Jan Hering, Susanne Kromker

Tags: Image processing, Image recognition

May 26, 2011 by hgpu

Very fast ellipse detection using GPU-based RHT

Jong Kwan Lee, B.A. Wood, T.S. Newman

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Tags: Image processing, Image recognition, nVidia, nVidia GeForce 7950 GT

May 26, 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

Feature-based speed limit sign detection using a graphics processing unit

Towards a robust, real-time face processing system using CUDA-enabled GPUs

Fast face recognition approach using a graphical processing unit (GPU)

The Application of CUDA Architecture in Facial Expression Recognition

Iris recognition on GPU with the usage of Non-Negative Matrix Factorization

Accelerating Viola-Jones Face Detection to FPGA-Level Using GPUs

CuParcone A High-Performance Evolvable Neural Network Model

Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs

A new parallel video understanding and retrieval system

Linear Feature Detection on GPUs

GPU Based Optical Character Transcription for Ancient Inscription Recognition

Very fast ellipse detection using GPU-based RHT

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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