high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Image and Signal Processing » Image processing

CPU, SMP and GPU implementations of Nohalo level 1, a fast co-convex antialiasing image resampler

Nicolas Robidoux, Minglun Gong, John Cupitt, Adam

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Tags: ATI, ATI Mobility Radeon X1400, Computer vision, DirectX, HLSL, Image generation, Image processing, nVidia, nVidia GeForce 6800, nVidia GeForce 8600 GT, nVidia GeForce 9800 GT, nVidia GeForce 9800 GX2

December 25, 2010 by hgpu

GPU Accelerated Multimodal Background Subtraction

Peter Carr

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Tags: Image processing, nVidia, nVidia GeForce 8600 M GT, OpenGL

December 25, 2010 by hgpu

The GPU on biomedical image processing for color and phenotype analysis

Antonio Ruiz, Manuel Ujaldon, Jose Antonio Andrade

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Tags: Bioinformatics, Image processing, Medicine, nVidia, nVidia GeForce 6800 Ultra, nVidia GeForce 7800 GTX, OpenGL

December 24, 2010 by hgpu

Processing Neocognitron of Face Recognition on High Performance Environment Based on GPU with CUDA Architecture

Gustavo Poli, Jose Hiroki Saito, Joao F. Mari, Marcelo R. Zorza

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Tags: CUDA, Image processing, Image recognition, Neural networks, nVidia, nVidia GeForce 8800 GTX, Video tracking

December 24, 2010 by hgpu

A high-speed multi-GPU implementation of bottom-up attention using CUDA

Tingting Xu, Thomas Pototschnig, Kolja Kuhnlenz, Martin Buss

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX

December 24, 2010 by hgpu

GPU Based Real-Time Instrument Tracking with Three Dimensional Ultrasound

Paul M. Novotny, Jeff A. Stoll, Nikolay V. Vasilyev, Pedro J. del Nido, Pierre E. Dupont, Todd E. Zickler and Robert D. Howe

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Tags: Image processing, Image reconstruction, Medicine, nVidia, nVidia GeForce 7800 GT, Ultrasound

December 24, 2010 by hgpu

Real Time Stereo Vision Using Exponential Step Cost Aggregation On GPU

Wei Yu, Tsuhan Chen, James C. Hoe

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Tags: Computer vision, Image processing, nVidia, nVidia GeForce 8800 GTX

December 23, 2010 by hgpu

Parallel 3D Image Segmentation of Large Data Sets on a GPU Cluster

Aaron Hagan, Ye Zhao

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Tags: CUDA, GPU cluster, Image processing, nVidia, nVidia GeForce 8800 GTX

December 23, 2010 by hgpu

Real-Time Tracking with Non-Rigid Geometric Templates Using the GPU

Julius Fabian Ohmer, Frederic Maire, Ross Brown

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Tags: Image processing, nVidia, nVidia GeForce 6800, OpenGL, Video tracking

December 22, 2010 by hgpu

Experiences with Cell-BE and GPU for Tomography

Sander van der Maar, Kees Joost Batenburg, Jan Sijbers

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Tags: Cell processor, Computed tomography, CT, CUDA, Image processing, Image reconstruction, Medicine, nVidia, nVidia GeForce 9800 GX2

December 22, 2010 by hgpu

Real-Time Online Video Object Silhouette Extraction Using Graph Cuts on the GPU

Zachary A. Garrett, Hideo Saito

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GTX 280, Real-time graphics, Video tracking

December 22, 2010 by hgpu

Performance analysis of accelerated image registration using GPGPU

Peter Bui, Jay B. Brockman

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Tags: CUDA, Image processing, Image registration, nVidia, Tesla C870

December 21, 2010 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

Applications

CPU, SMP and GPU implementations of Nohalo level 1, a fast co-convex antialiasing image resampler

GPU Accelerated Multimodal Background Subtraction

The GPU on biomedical image processing for color and phenotype analysis

Processing Neocognitron of Face Recognition on High Performance Environment Based on GPU with CUDA Architecture

A high-speed multi-GPU implementation of bottom-up attention using CUDA

GPU Based Real-Time Instrument Tracking with Three Dimensional Ultrasound

Real Time Stereo Vision Using Exponential Step Cost Aggregation On GPU

Parallel 3D Image Segmentation of Large Data Sets on a GPU Cluster

Real-Time Tracking with Non-Rigid Geometric Templates Using the GPU

Experiences with Cell-BE and GPU for Tomography

Real-Time Online Video Object Silhouette Extraction Using Graph Cuts on the GPU

Performance analysis of accelerated image registration using GPGPU

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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