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Computer Vision Application in Graphic Processors

Chouchene Marwa, Sayadi Fatma, Tourki Rached

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Tags: Computer science, Computer vision, GLSL, Image processing, nVidia, nVidia GeForce GT 310 M, OpenGL

September 23, 2012 by hgpu

Efficient Irregular Wavefront Propagation Algorithms on Hybrid CPU-GPU Machines

George Teodoro, Tony Pan, Tahsin Kurc, Jun Kong, Lee Cooper, Joel Saltz

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Tags: Algorithms, Computer science, CUDA, Distance transform, Heterogeneous systems, Image processing, nVidia, Tesla M2090

September 18, 2012 by hgpu

Fast Determination of the Number of Endmembers for Real-Time Hyperspectral Unmixing on GPUs

Sergio Sanchez, Antonio Plaza

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GTX 580

September 12, 2012 by hgpu

CuNeuQuant: A CUDA Implementation of the NeuQuant Image Quantization Algorithm

David Bottisti, Liuva Mendez, Damian Dechev

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Tags: Algorithms, Computer vision, CUDA, Image processing, Neural networks, nVidia, nVidia GeForce 9800 GTX, Package

September 10, 2012 by hgpu

Mastering Software Variant Explosion for GPU Accelerators

Richard Membarth, Frank Hannig, Jurgen Teich, Mario Korner, Wieland Eckert

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Tags: ATI, ATI Radeon HD 5870, ATI Radeon HD 6970, Computer science, CUDA, Heterogeneous systems, Image processing, nVidia, nVidia Quadro FX 5800, OpenCL, Package, Tesla C2050

September 8, 2012 by hgpu

High Performance Parallel Implementation of Compressive Sensing SAR Imaging

Jihua Tian, Jinping Sun, Yuxi Zhang, Najeeb Ahmad

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Tags: CUDA, Image processing, nVidia, Sensing, Tesla C1060

September 7, 2012 by hgpu

Accelerating and Characterizing Seam Carving Using a Heterogeneous CPU-GPU System

Ronald Duarte, Resit Sendag

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Tags: CUDA, Image processing, nVidia, nVidia GeForce 8800 GT, nVidia GeForce GTX 580

September 5, 2012 by hgpu

Performance Analysis on Several GPU Architectures of an Algorithm for Noise Removal

M. G. Sanchez, V. Vidal, J. Bataller, G. Verdu

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce 9800 GX2, nVidia GeForce GT 120, Signal denoising, Tesla M2050

September 1, 2012 by hgpu

Intelligent Edge Detection using a CUDA Simulator of Multilayer Neural Network Based on Multi-Valued Neurons

Jeff Wilson, Igor Aizenberg

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Tags: CUDA, Edge detection, Image processing, Neural networks, nVidia, nVidia GeForce GTX 450, nVidia GeForce GTX 550 Ti

August 28, 2012 by hgpu

Streamed Watershed Transform on GPU for Processing of Large Volume Data

Michal Hucko, Milos Sramek

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Tags: Algorithms, Image processing, nVidia, nVidia GeForce GTX 460, OpenCL

August 21, 2012 by hgpu

Fractals Image Rendering and Compression using GPUs

Munesh Singh Chauhan, Ashish Negi

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Tags: Compression, Image processing, nVidia, nVidia GeForce GT 540 M, OpenCL, Rendering

August 18, 2012 by hgpu

Exploiting contextual information for image re-ranking and rank aggregation

Daniel Carlos Guimaraes Pedronette, Ricardo da S. Torres

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Tags: Image processing, Information Retrieval, OpenCL

August 16, 2012 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

Computer Vision Application in Graphic Processors

Efficient Irregular Wavefront Propagation Algorithms on Hybrid CPU-GPU Machines

Fast Determination of the Number of Endmembers for Real-Time Hyperspectral Unmixing on GPUs

CuNeuQuant: A CUDA Implementation of the NeuQuant Image Quantization Algorithm

Mastering Software Variant Explosion for GPU Accelerators

High Performance Parallel Implementation of Compressive Sensing SAR Imaging

Accelerating and Characterizing Seam Carving Using a Heterogeneous CPU-GPU System

Performance Analysis on Several GPU Architectures of an Algorithm for Noise Removal

Intelligent Edge Detection using a CUDA Simulator of Multilayer Neural Network Based on Multi-Valued Neurons

Streamed Watershed Transform on GPU for Processing of Large Volume Data

Fractals Image Rendering and Compression using GPUs

Exploiting contextual information for image re-ranking and rank aggregation

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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