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

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

Profile Util library: A quick and easy way to get MPI, OpenMP and GPU runtime information

MaC: Mamba CPU performance predictor

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

Mixed-precision finite element kernels

Mixed-precision finite element kernels and assembly: Rounding error analysis and hardware acceleration

SHMT: The Simultaneous and Heterogenous Multithreading project

General-Purpose Computing on Tensor Processors

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach

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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

Kokkidio: Kokkos+Eigen - write fast, readable multi-platform code

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

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