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hgpu.org » Applications » Image and Signal Processing

Bilateral Filtering with CUDA

Lasse Klojgaard Staal

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Tags: CUDA, Filtering, Image processing, nVidia, nVidia GeForce GTX 460, Package

January 27, 2012 by hgpu

Defocus Magnification with CUDA

Chih-Wei Chen, Chun-Ta Lin, Yu-Lin Sung, Chiou-Shann Fuh

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Tags: Algorithms, CUDA, Image processing, nVidia

January 26, 2012 by hgpu

Accounting for Uncertainty in Medical Data: A CUDA Implementation of Normalized Convolution

Stefan Lindholm, Joel Kronander

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Tags: CUDA, Image generation, Image processing, Medicine, nVidia, nVidia GeForce GTX 560 Ti, Signal processing

January 26, 2012 by hgpu

Visual Data Mining Using the Point Distribution Tensor

Marcel Ritter, Werner Benger, Biagio Cosenza, Keera Pullman, Hans Moritsch, Wolfgang Leimer

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Tags: Algorithms, Data mining, Geoscience, Image processing, nVidia, nVidia Quadro FX 3800 M, OpenCL, Visualization

January 26, 2012 by hgpu

Real-Time Ultrasound Biomicroscopy with Optoacoustic Arrays

Ya Shu

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Tags: CUDA, Data acquisition, Microscopy, nVidia, nVidia Quadro FX 2000, Signal processing, Thesis, Ultrasound

January 24, 2012 by hgpu

Parallel SIFT-detector implementation for images matching

Anton I. Vasilyev, Andrey A. Boguslavskiy, Sergey M. Sokolov

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 260, SIFT

January 24, 2012 by hgpu

A Computationally Efficient Approach for Exemplar-based Color Image Inpainting using GPU

Dibyam Pradhan, Naveen M., Sai Hareesh A., Pallav Kumar Baruah, Venkatachalam Chandrasekaran

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GT 310 M, Tesla C2050

January 23, 2012 by hgpu

CUDA Based Polyphase Filter

Mark McCurry

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Tags: CUDA, DSP, nVidia, Package, Signal processing, Tesla C2050

January 23, 2012 by hgpu

Convolution of large 3D images on GPU and its decomposition

Pavel Karas, David Svoboda

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Tags: Algorithms, CUDA, FFT, Image processing, nVidia, nVidia GeForce GTX 295

January 23, 2012 by hgpu

Object Oriented Framework for CUDA based Pyramidal Image Blending

Pritam Prakash Shete, Venkat P. P. K., Dinesh M. Sarode, Mohini Laghate, S. K. Bose, A. G. Apte

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia Quadro FX 4600

January 23, 2012 by hgpu

Real-time Compressive Sensing MRI Reconstruction using GPU Computing and Split Bregman Methods

David S. Smith, John. C. Gore, Thomas E. Yankeelov, E. Brian Welch

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Tags: Algorithms, CUDA, Image processing, MRI, nVidia, Tesla C2050

January 23, 2012 by hgpu

Plenoptic Rendering With Interactive Performance Using GPUs

Andrew Lumsdaine, Georgi Chunev, Todor Georgiev

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Tags: Algorithms, Image processing, nVidia, nVidia Quadro FX 5600, OpenGL, Rendering

January 21, 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

Applications

Bilateral Filtering with CUDA

Defocus Magnification with CUDA

Accounting for Uncertainty in Medical Data: A CUDA Implementation of Normalized Convolution

Visual Data Mining Using the Point Distribution Tensor

Real-Time Ultrasound Biomicroscopy with Optoacoustic Arrays

Parallel SIFT-detector implementation for images matching

A Computationally Efficient Approach for Exemplar-based Color Image Inpainting using GPU

CUDA Based Polyphase Filter

Convolution of large 3D images on GPU and its decomposition

Object Oriented Framework for CUDA based Pyramidal Image Blending

Real-time Compressive Sensing MRI Reconstruction using GPU Computing and Split Bregman Methods

Plenoptic Rendering With Interactive Performance Using GPUs

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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